Military-to-civilian pathways: reviewed pilot

DMDC anchor 49-3011 → destination: NLx cosine 1.000; rank 1 including the anchor itself. O*NET quantitative mean specialty-pair relatedness: unavailable. O*NET score uses its own scale; it is not a cosine. These links generate candidates; similarity is not transitive.

NLx identities/contributions follow coordinated public occupation permissions; shown contributions are partial and not renormalized. Government source coding remains unrestricted. Full score/rank uses all retained research features. 5 shared task identities withheld.

1. Remove or install aircraft engines, using hoists or forklift trucks. Task 9967 · cosine contribution 0.0761

   Removes and installs aircraft subsystem assemblies such as engines, rotors, gearboxes, transmissions, mechanical flight controls and their components.

2. Clean, refuel, and change oil in line service aircraft. Task 9971 · cosine contribution 0.0506

   Services and lubricates aircraft and subsystems.

3. Maintain repair logs, documenting all preventive and corrective aircraft maintenance. Task 9948 · cosine contribution 0.0303

   Prepares aircraft related maintenance forms and records.

   Prepares forms and records related to aircraft maintenance.

   Prepares evaluations, special reports and records pertaining to aircraft maintenance repair and related activities.

4. Inspect work of aircraft mechanics performing maintenance, modification, or repair and overhaul of aircraft and aircraft mechanical systems to ensure adherence to standards and procedures. Task 10728 · cosine contribution 0.0269

   Performs maintenance trend analysis and applies production control, quality control and other maintenance management principles and procedures to airplane maintenance operations.

   Plans, conducts and supervises aircraft technical inspections.

   Supervises aircraft maintenance and technical inspection activities.

   Instructs subordinates in aircraft repair and technical inspection techniques and procedures according to directives, technical manuals, work standards and operational policies.

5. Conduct routine and special inspections as required by regulations. Task 9949 · cosine contribution 0.0019

   Performs scheduled inspections and assists in performing special inspections.

6. Maintain tools and equipment. Task 14930 · cosine contribution 0.0006

   Uses and performs operator maintenance on common and special tools.

   Uses and performs operator maintenance on tools, special tools and aircraft ground support equipment.

DMDC anchor 49-3011 → destination: NLx cosine 0.130; rank 10 including the anchor itself. O*NET quantitative mean specialty-pair relatedness: 1.34341951835857. O*NET score uses its own scale; it is not a cosine. These links generate candidates; similarity is not transitive.

NLx identities/contributions follow coordinated public occupation permissions; shown contributions are partial and not renormalized. Government source coding remains unrestricted. Full score/rank uses all retained research features. 6 shared task identities withheld.

1. Develop, implement, or evaluate maintenance policies and procedures. Task 2927 · cosine contribution 0.0039

   Evaluate maintenance operations and facilities for compliance with directives, technical manuals, work standards, safety procedures and operational policies.

2. Maintain tools and equipment. Task 14930 · cosine contribution 0.0008

   Uses and performs operator maintenance on common and special tools.

   Uses and performs operator maintenance on tools, special tools and aircraft ground support equipment.

DMDC anchor 49-3011 → destination: NLx cosine 0.059; rank 42 including the anchor itself. O*NET quantitative mean specialty-pair relatedness: 2.3773024510569. O*NET score uses its own scale; it is not a cosine. These links generate candidates; similarity is not transitive.

NLx identities/contributions follow coordinated public occupation permissions; shown contributions are partial and not renormalized. Government source coding remains unrestricted. Full score/rank uses all retained research features. 3 shared task identities withheld.

1. No shared tasks after conservative review.

DMDC anchor 49-3011 → destination: NLx cosine 0.164; rank 5 including the anchor itself. O*NET quantitative mean specialty-pair relatedness: 2.028366757543313. O*NET score uses its own scale; it is not a cosine. These links generate candidates; similarity is not transitive.

NLx identities/contributions follow coordinated public occupation permissions; shown contributions are partial and not renormalized. Government source coding remains unrestricted. Full score/rank uses all retained research features. 5 shared task identities withheld.

1. No shared tasks after conservative review.

DMDC anchor 49-3011 → destination: NLx cosine 0.159; rank 6 including the anchor itself. O*NET quantitative mean specialty-pair relatedness: 3.2969579889747. O*NET score uses its own scale; it is not a cosine. These links generate candidates; similarity is not transitive.

NLx identities/contributions follow coordinated public occupation permissions; shown contributions are partial and not renormalized. Government source coding remains unrestricted. Full score/rank uses all retained research features. 5 shared task identities withheld.

1. Maintain tools and equipment. Task 14930 · cosine contribution 0.0005

   Uses and performs operator maintenance on common and special tools.

   Uses and performs operator maintenance on tools, special tools and aircraft ground support equipment.

DMDC anchor 49-3011 → destination: NLx cosine 0.100; rank 21 including the anchor itself. O*NET quantitative mean specialty-pair relatedness: 2.21461851059846. O*NET score uses its own scale; it is not a cosine. These links generate candidates; similarity is not transitive.

NLx identities/contributions follow coordinated public occupation permissions; shown contributions are partial and not renormalized. Government source coding remains unrestricted. Full score/rank uses all retained research features. 7 shared task identities withheld.

1. Maintain tools and equipment. Task 14930 · cosine contribution 0.0009

   Uses and performs operator maintenance on common and special tools.

   Uses and performs operator maintenance on tools, special tools and aircraft ground support equipment.

DMDC anchor 49-3011 → destination: NLx cosine 0.067; rank 36 including the anchor itself. O*NET quantitative mean specialty-pair relatedness: 2.5059716254882. O*NET score uses its own scale; it is not a cosine. These links generate candidates; similarity is not transitive.

NLx identities/contributions follow coordinated public occupation permissions; shown contributions are partial and not renormalized. Government source coding remains unrestricted. Full score/rank uses all retained research features. 2 shared task identities withheld.

1. Maintain tools and equipment. Task 14930 · cosine contribution 0.0034

   Uses and performs operator maintenance on common and special tools.

   Uses and performs operator maintenance on tools, special tools and aircraft ground support equipment.

DMDC anchor 49-3011 → destination: NLx cosine 0.045; rank 71 including the anchor itself. O*NET quantitative mean specialty-pair relatedness: 2.89064436430478. O*NET score uses its own scale; it is not a cosine. These links generate candidates; similarity is not transitive.

NLx identities/contributions follow coordinated public occupation permissions; shown contributions are partial and not renormalized. Government source coding remains unrestricted. Full score/rank uses all retained research features. 0 shared task identities withheld.

1. Maintain tools and equipment. Task 14930 · cosine contribution 0.0007

   Uses and performs operator maintenance on common and special tools.

   Uses and performs operator maintenance on tools, special tools and aircraft ground support equipment.

DMDC anchor 49-3011 → destination: NLx cosine 0.003; rank 666 including the anchor itself. O*NET quantitative mean specialty-pair relatedness: 1.49593564084615. O*NET score uses its own scale; it is not a cosine. These links generate candidates; similarity is not transitive.

NLx identities/contributions follow coordinated public occupation permissions; shown contributions are partial and not renormalized. Government source coding remains unrestricted. Full score/rank uses all retained research features. 1 shared task identities withheld.

1. No shared tasks after conservative review.

DMDC anchor 49-3011 → destination: NLx cosine 0.219; rank 3 including the anchor itself. O*NET quantitative mean specialty-pair relatedness: 3.08779392029269. O*NET score uses its own scale; it is not a cosine. These links generate candidates; similarity is not transitive.

NLx identities/contributions follow coordinated public occupation permissions; shown contributions are partial and not renormalized. Government source coding remains unrestricted. Full score/rank uses all retained research features. 1 shared task identities withheld.

1. Clean, refuel, and change oil in line service aircraft. Task 9971 · cosine contribution 0.1017

   Services and lubricates aircraft and subsystems.

DMDC anchor 49-3011 → destination: NLx cosine 0.117; rank 12 including the anchor itself. O*NET quantitative mean specialty-pair relatedness: 2.09504959925893. O*NET score uses its own scale; it is not a cosine. These links generate candidates; similarity is not transitive.

NLx identities/contributions follow coordinated public occupation permissions; shown contributions are partial and not renormalized. Government source coding remains unrestricted. Full score/rank uses all retained research features. 5 shared task identities withheld.

1. Maintain tools and equipment. Task 14930 · cosine contribution 0.0004

   Uses and performs operator maintenance on common and special tools.

   Uses and performs operator maintenance on tools, special tools and aircraft ground support equipment.

DMDC anchor 49-3011 → destination: NLx cosine 0.057; rank 46 including the anchor itself. O*NET quantitative mean specialty-pair relatedness: unavailable. O*NET score uses its own scale; it is not a cosine. These links generate candidates; similarity is not transitive.

NLx identities/contributions follow coordinated public occupation permissions; shown contributions are partial and not renormalized. Government source coding remains unrestricted. Full score/rank uses all retained research features. 4 shared task identities withheld.

1. Maintain tools and equipment. Task 14930 · cosine contribution 0.0007

   Uses and performs operator maintenance on common and special tools.

   Uses and performs operator maintenance on tools, special tools and aircraft ground support equipment.

DMDC anchor 49-3011 → destination: NLx cosine 0.171; rank 4 including the anchor itself. O*NET quantitative mean specialty-pair relatedness: 3.00371639315166. O*NET score uses its own scale; it is not a cosine. These links generate candidates; similarity is not transitive.

NLx identities/contributions follow coordinated public occupation permissions; shown contributions are partial and not renormalized. Government source coding remains unrestricted. Full score/rank uses all retained research features. 4 shared task identities withheld.

1. Inspect, diagnose, maintain, and operate test setups and equipment to detect malfunctions. Task 10881 · cosine contribution 0.0065

   Tests, troubleshoots and repairs test sets and diagnostic equipment.

   Performs limited maintenance operational checks and assists in diagnosing and troubleshooting aircraft subsystems using special tools and equipment as required.

DMDC anchor 49-3011 → destination: NLx cosine 0.275; rank 2 including the anchor itself. O*NET quantitative mean specialty-pair relatedness: 3.42819332864011. O*NET score uses its own scale; it is not a cosine. These links generate candidates; similarity is not transitive.

NLx identities/contributions follow coordinated public occupation permissions; shown contributions are partial and not renormalized. Government source coding remains unrestricted. Full score/rank uses all retained research features. 3 shared task identities withheld.

1. Maintain repair logs, documenting all preventive and corrective aircraft maintenance. Task 9948 · cosine contribution 0.0161

   Prepares aircraft related maintenance forms and records.

   Prepares forms and records related to aircraft maintenance.

   Prepares evaluations, special reports and records pertaining to aircraft maintenance repair and related activities.

2. Maintain tools and equipment. Task 14930 · cosine contribution 0.0006

   Uses and performs operator maintenance on common and special tools.

   Uses and performs operator maintenance on tools, special tools and aircraft ground support equipment.

DMDC anchor 49-3011 → destination: NLx cosine 0.026; rank 165 including the anchor itself. O*NET quantitative mean specialty-pair relatedness: 1.1794125002878. O*NET score uses its own scale; it is not a cosine. These links generate candidates; similarity is not transitive.

NLx identities/contributions follow coordinated public occupation permissions; shown contributions are partial and not renormalized. Government source coding remains unrestricted. Full score/rank uses all retained research features. 5 shared task identities withheld.

1. No shared tasks after conservative review.

DMDC anchor 49-3011 → destination: NLx cosine 0.042; rank 73 including the anchor itself. O*NET quantitative mean specialty-pair relatedness: 1.59397613431588. O*NET score uses its own scale; it is not a cosine. These links generate candidates; similarity is not transitive.

NLx identities/contributions follow coordinated public occupation permissions; shown contributions are partial and not renormalized. Government source coding remains unrestricted. Full score/rank uses all retained research features. 2 shared task identities withheld.

1. No shared tasks after conservative review.

DMDC anchor 49-3011 → destination: NLx cosine 0.074; rank 31 including the anchor itself. O*NET quantitative mean specialty-pair relatedness: 1.37235813420383. O*NET score uses its own scale; it is not a cosine. These links generate candidates; similarity is not transitive.

NLx identities/contributions follow coordinated public occupation permissions; shown contributions are partial and not renormalized. Government source coding remains unrestricted. Full score/rank uses all retained research features. 8 shared task identities withheld.

1. No shared tasks after conservative review.

DMDC anchor 49-3011 → destination: NLx cosine 0.036; rank 98 including the anchor itself. O*NET quantitative mean specialty-pair relatedness: 1.37843059526194. O*NET score uses its own scale; it is not a cosine. These links generate candidates; similarity is not transitive.

NLx identities/contributions follow coordinated public occupation permissions; shown contributions are partial and not renormalized. Government source coding remains unrestricted. Full score/rank uses all retained research features. 1 shared task identities withheld.

1. No shared tasks after conservative review.

DMDC anchor 49-3011 → destination: NLx cosine 0.023; rank 194 including the anchor itself. O*NET quantitative mean specialty-pair relatedness: 1.33833278755157. O*NET score uses its own scale; it is not a cosine. These links generate candidates; similarity is not transitive.

NLx identities/contributions follow coordinated public occupation permissions; shown contributions are partial and not renormalized. Government source coding remains unrestricted. Full score/rank uses all retained research features. 5 shared task identities withheld.

1. No shared tasks after conservative review.

DMDC anchor 49-3011 → destination: NLx cosine 0.072; rank 33 including the anchor itself. O*NET quantitative mean specialty-pair relatedness: 1.88037069798968. O*NET score uses its own scale; it is not a cosine. These links generate candidates; similarity is not transitive.

NLx identities/contributions follow coordinated public occupation permissions; shown contributions are partial and not renormalized. Government source coding remains unrestricted. Full score/rank uses all retained research features. 6 shared task identities withheld.

1. Conduct routine and special inspections as required by regulations. Task 9949 · cosine contribution 0.0028

   Performs scheduled inspections and assists in performing special inspections.

2. Maintain tools and equipment. Task 14930 · cosine contribution 0.0010

   Uses and performs operator maintenance on common and special tools.

   Uses and performs operator maintenance on tools, special tools and aircraft ground support equipment.

DMDC anchor 49-3011 → destination: NLx cosine 0.051; rank 54 including the anchor itself. O*NET quantitative mean specialty-pair relatedness: 1.31537584389334. O*NET score uses its own scale; it is not a cosine. These links generate candidates; similarity is not transitive.

NLx identities/contributions follow coordinated public occupation permissions; shown contributions are partial and not renormalized. Government source coding remains unrestricted. Full score/rank uses all retained research features. 1 shared task identities withheld.

1. Supervise or advise subordinate personnel. Task 3076 · cosine contribution 0.0104

   Performs duties described in paragraph (1) and provides technical guidance to subordinate personnel.

   Supervises and provides technical guidance to subordinate personnel performing duties described in paragraphs (1, 2) and evaluates the technical training program.

DMDC anchor 49-3011 → destination: NLx cosine 0.080; rank 26 including the anchor itself. O*NET quantitative mean specialty-pair relatedness: 2.45686772405213. O*NET score uses its own scale; it is not a cosine. These links generate candidates; similarity is not transitive.

NLx identities/contributions follow coordinated public occupation permissions; shown contributions are partial and not renormalized. Government source coding remains unrestricted. Full score/rank uses all retained research features. 6 shared task identities withheld.

1. Maintain tools and equipment. Task 14930 · cosine contribution 0.0009

   Uses and performs operator maintenance on common and special tools.

   Uses and performs operator maintenance on tools, special tools and aircraft ground support equipment.

DMDC anchor 49-3011 → destination: NLx cosine 0.108; rank 14 including the anchor itself. O*NET quantitative mean specialty-pair relatedness: 2.1091125989465. O*NET score uses its own scale; it is not a cosine. These links generate candidates; similarity is not transitive.

NLx identities/contributions follow coordinated public occupation permissions; shown contributions are partial and not renormalized. Government source coding remains unrestricted. Full score/rank uses all retained research features. 6 shared task identities withheld.

1. Maintain tools and equipment. Task 14930 · cosine contribution 0.0011

   Uses and performs operator maintenance on common and special tools.

   Uses and performs operator maintenance on tools, special tools and aircraft ground support equipment.

DMDC anchor 49-3011 → destination: NLx cosine 0.065; rank 38 including the anchor itself. O*NET quantitative mean specialty-pair relatedness: 1.48424823363269. O*NET score uses its own scale; it is not a cosine. These links generate candidates; similarity is not transitive.

NLx identities/contributions follow coordinated public occupation permissions; shown contributions are partial and not renormalized. Government source coding remains unrestricted. Full score/rank uses all retained research features. 3 shared task identities withheld.

1. Maintain tools and equipment. Task 14930 · cosine contribution 0.0005

   Uses and performs operator maintenance on common and special tools.

   Uses and performs operator maintenance on tools, special tools and aircraft ground support equipment.

DMDC anchor 49-3011 → destination: NLx cosine 0.025; rank 182 including the anchor itself. O*NET quantitative mean specialty-pair relatedness: unavailable. O*NET score uses its own scale; it is not a cosine. These links generate candidates; similarity is not transitive.

NLx identities/contributions follow coordinated public occupation permissions; shown contributions are partial and not renormalized. Government source coding remains unrestricted. Full score/rank uses all retained research features. 0 shared task identities withheld.

1. Supervise or advise subordinate personnel. Task 3076 · cosine contribution 0.0200

   Performs duties described in paragraph (1) and provides technical guidance to subordinate personnel.

   Supervises and provides technical guidance to subordinate personnel performing duties described in paragraphs (1, 2) and evaluates the technical training program.

2. Maintain tools and equipment. Task 14930 · cosine contribution 0.0007

   Uses and performs operator maintenance on common and special tools.

   Uses and performs operator maintenance on tools, special tools and aircraft ground support equipment.

DMDC anchor 49-3011 → destination: NLx cosine 0.106; rank 16 including the anchor itself. O*NET quantitative mean specialty-pair relatedness: 2.67687995896813. O*NET score uses its own scale; it is not a cosine. These links generate candidates; similarity is not transitive.

NLx identities/contributions follow coordinated public occupation permissions; shown contributions are partial and not renormalized. Government source coding remains unrestricted. Full score/rank uses all retained research features. 5 shared task identities withheld.

1. Maintain tools and equipment. Task 14930 · cosine contribution 0.0013

   Uses and performs operator maintenance on common and special tools.

   Uses and performs operator maintenance on tools, special tools and aircraft ground support equipment.

DMDC anchor 49-3011 → destination: NLx cosine 0.105; rank 19 including the anchor itself. O*NET quantitative mean specialty-pair relatedness: 1.89408444416297. O*NET score uses its own scale; it is not a cosine. These links generate candidates; similarity is not transitive.

NLx identities/contributions follow coordinated public occupation permissions; shown contributions are partial and not renormalized. Government source coding remains unrestricted. Full score/rank uses all retained research features. 6 shared task identities withheld.

1. No shared tasks after conservative review.

DMDC anchor 49-3011 → destination: NLx cosine 0.012; rank 348 including the anchor itself. O*NET quantitative mean specialty-pair relatedness: 1.06473465841702. O*NET score uses its own scale; it is not a cosine. These links generate candidates; similarity is not transitive.

NLx identities/contributions follow coordinated public occupation permissions; shown contributions are partial and not renormalized. Government source coding remains unrestricted. Full score/rank uses all retained research features. 1 shared task identities withheld.

1. Conduct routine and special inspections as required by regulations. Task 9949 · cosine contribution 0.0176

   Performs scheduled inspections and assists in performing special inspections.

DMDC anchor 49-3011 → destination: NLx cosine 0.107; rank 15 including the anchor itself. O*NET quantitative mean specialty-pair relatedness: 1.60592740673502. O*NET score uses its own scale; it is not a cosine. These links generate candidates; similarity is not transitive.

NLx identities/contributions follow coordinated public occupation permissions; shown contributions are partial and not renormalized. Government source coding remains unrestricted. Full score/rank uses all retained research features. 2 shared task identities withheld.

1. Inspect, diagnose, maintain, and operate test setups and equipment to detect malfunctions. Task 10881 · cosine contribution 0.0090

   Tests, troubleshoots and repairs test sets and diagnostic equipment.

   Performs limited maintenance operational checks and assists in diagnosing and troubleshooting aircraft subsystems using special tools and equipment as required.

2. Maintain tools and equipment. Task 14930 · cosine contribution 0.0008

   Uses and performs operator maintenance on common and special tools.

   Uses and performs operator maintenance on tools, special tools and aircraft ground support equipment.

DMDC anchor 49-3011 → destination: NLx cosine 0.075; rank 30 including the anchor itself. O*NET quantitative mean specialty-pair relatedness: 2.4241772962829. O*NET score uses its own scale; it is not a cosine. These links generate candidates; similarity is not transitive.

NLx identities/contributions follow coordinated public occupation permissions; shown contributions are partial and not renormalized. Government source coding remains unrestricted. Full score/rank uses all retained research features. 6 shared task identities withheld.

1. No shared tasks after conservative review.

DMDC anchor 49-3011 → destination: NLx cosine 0.122; rank 11 including the anchor itself. O*NET quantitative mean specialty-pair relatedness: 1.96051314745633. O*NET score uses its own scale; it is not a cosine. These links generate candidates; similarity is not transitive.

NLx identities/contributions follow coordinated public occupation permissions; shown contributions are partial and not renormalized. Government source coding remains unrestricted. Full score/rank uses all retained research features. 3 shared task identities withheld.

1. No shared tasks after conservative review.

DMDC anchor 49-3011 → destination: NLx cosine 0.151; rank 7 including the anchor itself. O*NET quantitative mean specialty-pair relatedness: 2.74840754038004. O*NET score uses its own scale; it is not a cosine. These links generate candidates; similarity is not transitive.

NLx identities/contributions follow coordinated public occupation permissions; shown contributions are partial and not renormalized. Government source coding remains unrestricted. Full score/rank uses all retained research features. 4 shared task identities withheld.

1. Inspect, diagnose, maintain, and operate test setups and equipment to detect malfunctions. Task 10881 · cosine contribution 0.0074

   Tests, troubleshoots and repairs test sets and diagnostic equipment.

   Performs limited maintenance operational checks and assists in diagnosing and troubleshooting aircraft subsystems using special tools and equipment as required.

2. Maintain tools and equipment. Task 14930 · cosine contribution 0.0007

   Uses and performs operator maintenance on common and special tools.

   Uses and performs operator maintenance on tools, special tools and aircraft ground support equipment.

3. Oversee training programs. Task 21316 · cosine contribution 0.0003

   Supervises the technical training program.

DMDC anchor 49-3011 → destination: NLx cosine 0.100; rank 22 including the anchor itself. O*NET quantitative mean specialty-pair relatedness: 2.46748222430629. O*NET score uses its own scale; it is not a cosine. These links generate candidates; similarity is not transitive.

NLx identities/contributions follow coordinated public occupation permissions; shown contributions are partial and not renormalized. Government source coding remains unrestricted. Full score/rank uses all retained research features. 6 shared task identities withheld.

1. No shared tasks after conservative review.

DMDC anchor 49-3011 → destination: NLx cosine 0.135; rank 8 including the anchor itself. O*NET quantitative mean specialty-pair relatedness: 2.68313331087511. O*NET score uses its own scale; it is not a cosine. These links generate candidates; similarity is not transitive.

NLx identities/contributions follow coordinated public occupation permissions; shown contributions are partial and not renormalized. Government source coding remains unrestricted. Full score/rank uses all retained research features. 6 shared task identities withheld.

1. No shared tasks after conservative review.

DMDC anchor 49-3011 → destination: NLx cosine 0.027; rank 152 including the anchor itself. O*NET quantitative mean specialty-pair relatedness: 1.18498322048851. O*NET score uses its own scale; it is not a cosine. These links generate candidates; similarity is not transitive.

NLx identities/contributions follow coordinated public occupation permissions; shown contributions are partial and not renormalized. Government source coding remains unrestricted. Full score/rank uses all retained research features. 1 shared task identities withheld.

1. Maintain tools and equipment. Task 14930 · cosine contribution 0.0006

   Uses and performs operator maintenance on common and special tools.

   Uses and performs operator maintenance on tools, special tools and aircraft ground support equipment.

DMDC anchor 49-3011 → destination: NLx cosine 0.086; rank 25 including the anchor itself. O*NET quantitative mean specialty-pair relatedness: 2.04892854704158. O*NET score uses its own scale; it is not a cosine. These links generate candidates; similarity is not transitive.

NLx identities/contributions follow coordinated public occupation permissions; shown contributions are partial and not renormalized. Government source coding remains unrestricted. Full score/rank uses all retained research features. 5 shared task identities withheld.

1. Develop, implement, or evaluate maintenance policies and procedures. Task 2927 · cosine contribution 0.0012

   Evaluate maintenance operations and facilities for compliance with directives, technical manuals, work standards, safety procedures and operational policies.

DMDC anchor 49-3011 → destination: NLx cosine 0.103; rank 20 including the anchor itself. O*NET quantitative mean specialty-pair relatedness: 1.49598091700639. O*NET score uses its own scale; it is not a cosine. These links generate candidates; similarity is not transitive.

NLx identities/contributions follow coordinated public occupation permissions; shown contributions are partial and not renormalized. Government source coding remains unrestricted. Full score/rank uses all retained research features. 4 shared task identities withheld.

1. Maintain tools and equipment. Task 14930 · cosine contribution 0.0007

   Uses and performs operator maintenance on common and special tools.

   Uses and performs operator maintenance on tools, special tools and aircraft ground support equipment.

DMDC anchor 49-3011 → destination: NLx cosine 0.088; rank 24 including the anchor itself. O*NET quantitative mean specialty-pair relatedness: 2.5102048439633. O*NET score uses its own scale; it is not a cosine. These links generate candidates; similarity is not transitive.

NLx identities/contributions follow coordinated public occupation permissions; shown contributions are partial and not renormalized. Government source coding remains unrestricted. Full score/rank uses all retained research features. 2 shared task identities withheld.

1. Inspect, diagnose, maintain, and operate test setups and equipment to detect malfunctions. Task 10881 · cosine contribution 0.0068

   Tests, troubleshoots and repairs test sets and diagnostic equipment.

   Performs limited maintenance operational checks and assists in diagnosing and troubleshooting aircraft subsystems using special tools and equipment as required.

2. Maintain tools and equipment. Task 14930 · cosine contribution 0.0007

   Uses and performs operator maintenance on common and special tools.

   Uses and performs operator maintenance on tools, special tools and aircraft ground support equipment.

DMDC anchor 49-3011 → destination: NLx cosine 0.115; rank 13 including the anchor itself. O*NET quantitative mean specialty-pair relatedness: 2.05184958944389. O*NET score uses its own scale; it is not a cosine. These links generate candidates; similarity is not transitive.

NLx identities/contributions follow coordinated public occupation permissions; shown contributions are partial and not renormalized. Government source coding remains unrestricted. Full score/rank uses all retained research features. 2 shared task identities withheld.

1. No shared tasks after conservative review.

DMDC anchor 49-3011 → destination: NLx cosine 0.062; rank 40 including the anchor itself. O*NET quantitative mean specialty-pair relatedness: 1.71552132190157. O*NET score uses its own scale; it is not a cosine. These links generate candidates; similarity is not transitive.

NLx identities/contributions follow coordinated public occupation permissions; shown contributions are partial and not renormalized. Government source coding remains unrestricted. Full score/rank uses all retained research features. 5 shared task identities withheld.

1. Maintain tools and equipment. Task 14930 · cosine contribution 0.0005

   Uses and performs operator maintenance on common and special tools.

   Uses and performs operator maintenance on tools, special tools and aircraft ground support equipment.

DMDC anchor 49-3011 → destination: NLx cosine 0.070; rank 34 including the anchor itself. O*NET quantitative mean specialty-pair relatedness: 1.97607884281231. O*NET score uses its own scale; it is not a cosine. These links generate candidates; similarity is not transitive.

NLx identities/contributions follow coordinated public occupation permissions; shown contributions are partial and not renormalized. Government source coding remains unrestricted. Full score/rank uses all retained research features. 4 shared task identities withheld.

1. Maintain tools and equipment. Task 14930 · cosine contribution 0.0006

   Uses and performs operator maintenance on common and special tools.

   Uses and performs operator maintenance on tools, special tools and aircraft ground support equipment.

DMDC anchor 49-3011 → destination: NLx cosine 0.133; rank 9 including the anchor itself. O*NET quantitative mean specialty-pair relatedness: 1.50182994586356. O*NET score uses its own scale; it is not a cosine. These links generate candidates; similarity is not transitive.

NLx identities/contributions follow coordinated public occupation permissions; shown contributions are partial and not renormalized. Government source coding remains unrestricted. Full score/rank uses all retained research features. 1 shared task identities withheld.

1. Oversee training programs. Task 21316 · cosine contribution 0.0004

   Supervises the technical training program.

DMDC anchor 49-3011 → destination: NLx cosine 0.076; rank 29 including the anchor itself. O*NET quantitative mean specialty-pair relatedness: 1.42593258712641. O*NET score uses its own scale; it is not a cosine. These links generate candidates; similarity is not transitive.

NLx identities/contributions follow coordinated public occupation permissions; shown contributions are partial and not renormalized. Government source coding remains unrestricted. Full score/rank uses all retained research features. 0 shared task identities withheld.

1. Oversee training programs. Task 21316 · cosine contribution 0.0018

   Supervises the technical training program.

DMDC anchor 49-3011 → destination: NLx cosine 0.017; rank 261 including the anchor itself. O*NET quantitative mean specialty-pair relatedness: 0.673851167899411. O*NET score uses its own scale; it is not a cosine. These links generate candidates; similarity is not transitive.

NLx identities/contributions follow coordinated public occupation permissions; shown contributions are partial and not renormalized. Government source coding remains unrestricted. Full score/rank uses all retained research features. 2 shared task identities withheld.

1. No shared tasks after conservative review.

DMDC anchor 49-3011 → destination: NLx cosine 0.099; rank 23 including the anchor itself. O*NET quantitative mean specialty-pair relatedness: 1.40883608173717. O*NET score uses its own scale; it is not a cosine. These links generate candidates; similarity is not transitive.

NLx identities/contributions follow coordinated public occupation permissions; shown contributions are partial and not renormalized. Government source coding remains unrestricted. Full score/rank uses all retained research features. 2 shared task identities withheld.

1. No shared tasks after conservative review.

DMDC anchor 49-3011 → destination: NLx cosine 0.009; rank 439 including the anchor itself. O*NET quantitative mean specialty-pair relatedness: unavailable. O*NET score uses its own scale; it is not a cosine. These links generate candidates; similarity is not transitive.

NLx identities/contributions follow coordinated public occupation permissions; shown contributions are partial and not renormalized. Government source coding remains unrestricted. Full score/rank uses all retained research features. 1 shared task identities withheld.

1. Maintain tools and equipment. Task 14930 · cosine contribution 0.0004

   Uses and performs operator maintenance on common and special tools.

   Uses and performs operator maintenance on tools, special tools and aircraft ground support equipment.

DMDC anchor 49-3011 → destination: NLx cosine 0.021; rank 219 including the anchor itself. O*NET quantitative mean specialty-pair relatedness: -1.11716089916619. O*NET score uses its own scale; it is not a cosine. These links generate candidates; similarity is not transitive.

NLx identities/contributions follow coordinated public occupation permissions; shown contributions are partial and not renormalized. Government source coding remains unrestricted. Full score/rank uses all retained research features. 1 shared task identities withheld.

1. No shared tasks after conservative review.

DMDC anchor 27-3092 → destination: NLx cosine 1.000; rank 1 including the anchor itself. O*NET quantitative mean specialty-pair relatedness: unavailable. O*NET score uses its own scale; it is not a cosine. These links generate candidates; similarity is not transitive.

NLx identities/contributions follow coordinated public occupation permissions; shown contributions are partial and not renormalized. Government source coding remains unrestricted. Full score/rank uses all retained research features. 0 shared task identities withheld.

1. Record verbatim proceedings of courts, legislative assemblies, committee meetings, and other proceedings, using computerized recording equipment, electronic stenograph machines, or stenomasks. Task 8655 · cosine contribution 0.4632

   Reporters record the proceedings of special and general courts-martial, formal investigations, administrative boards, and other similar bodies;

2. Provide transcripts of proceedings upon request of judges, lawyers, or the public. Task 8654 · cosine contribution 0.0650

   Legal Services Court Reporters are responsible for the closed mask capture, transcription, and distribution of legal proceedings and assembly of typewritten, summarized or verbatim, transcripts.

DMDC anchor 27-3092 → destination: NLx cosine 0.089; rank 2 including the anchor itself. O*NET quantitative mean specialty-pair relatedness: 2.04352178369988. O*NET score uses its own scale; it is not a cosine. These links generate candidates; similarity is not transitive.

NLx identities/contributions follow coordinated public occupation permissions; shown contributions are partial and not renormalized. Government source coding remains unrestricted. Full score/rank uses all retained research features. 2 shared task identities withheld.

1. No shared tasks after conservative review.

DMDC anchor 27-3092 → destination: NLx cosine 0.012; rank 12 including the anchor itself. O*NET quantitative mean specialty-pair relatedness: -0.862259820377775. O*NET score uses its own scale; it is not a cosine. These links generate candidates; similarity is not transitive.

NLx identities/contributions follow coordinated public occupation permissions; shown contributions are partial and not renormalized. Government source coding remains unrestricted. Full score/rank uses all retained research features. 2 shared task identities withheld.

1. No shared tasks after conservative review.

DMDC anchor 27-3092 → destination: NLx cosine 0.013; rank 11 including the anchor itself. O*NET quantitative mean specialty-pair relatedness: 0.0311818349204867. O*NET score uses its own scale; it is not a cosine. These links generate candidates; similarity is not transitive.

NLx identities/contributions follow coordinated public occupation permissions; shown contributions are partial and not renormalized. Government source coding remains unrestricted. Full score/rank uses all retained research features. 2 shared task identities withheld.

1. No shared tasks after conservative review.

DMDC anchor 27-3092 → destination: NLx cosine 0.051; rank 4 including the anchor itself. O*NET quantitative mean specialty-pair relatedness: 2.22725453987589. O*NET score uses its own scale; it is not a cosine. These links generate candidates; similarity is not transitive.

NLx identities/contributions follow coordinated public occupation permissions; shown contributions are partial and not renormalized. Government source coding remains unrestricted. Full score/rank uses all retained research features. 2 shared task identities withheld.

1. No shared tasks after conservative review.

DMDC anchor 27-3092 → destination: NLx cosine 0.010; rank 13 including the anchor itself. O*NET quantitative mean specialty-pair relatedness: 0.568192831577643. O*NET score uses its own scale; it is not a cosine. These links generate candidates; similarity is not transitive.

NLx identities/contributions follow coordinated public occupation permissions; shown contributions are partial and not renormalized. Government source coding remains unrestricted. Full score/rank uses all retained research features. 2 shared task identities withheld.

1. No shared tasks after conservative review.

DMDC anchor 27-3092 → destination: NLx cosine 0.019; rank 7 including the anchor itself. O*NET quantitative mean specialty-pair relatedness: 1.71394831930845. O*NET score uses its own scale; it is not a cosine. These links generate candidates; similarity is not transitive.

NLx identities/contributions follow coordinated public occupation permissions; shown contributions are partial and not renormalized. Government source coding remains unrestricted. Full score/rank uses all retained research features. 2 shared task identities withheld.

1. No shared tasks after conservative review.

DMDC anchor 27-3092 → destination: NLx cosine 0.007; rank 16 including the anchor itself. O*NET quantitative mean specialty-pair relatedness: 0.0460989417164211. O*NET score uses its own scale; it is not a cosine. These links generate candidates; similarity is not transitive.

NLx identities/contributions follow coordinated public occupation permissions; shown contributions are partial and not renormalized. Government source coding remains unrestricted. Full score/rank uses all retained research features. 2 shared task identities withheld.

1. No shared tasks after conservative review.

DMDC anchor 27-3092 → destination: NLx cosine 0.006; rank 18 including the anchor itself. O*NET quantitative mean specialty-pair relatedness: -0.902092383637299. O*NET score uses its own scale; it is not a cosine. These links generate candidates; similarity is not transitive.

NLx identities/contributions follow coordinated public occupation permissions; shown contributions are partial and not renormalized. Government source coding remains unrestricted. Full score/rank uses all retained research features. 2 shared task identities withheld.

1. No shared tasks after conservative review.

DMDC anchor 27-3092 → destination: NLx cosine 0.000; rank 529 including the anchor itself. O*NET quantitative mean specialty-pair relatedness: -1.15590892328467. O*NET score uses its own scale; it is not a cosine. These links generate candidates; similarity is not transitive.

NLx identities/contributions follow coordinated public occupation permissions; shown contributions are partial and not renormalized. Government source coding remains unrestricted. Full score/rank uses all retained research features. 1 shared task identities withheld.

1. No shared tasks after conservative review.

DMDC anchor 27-3092 → destination: NLx cosine 0.000; rank 630 including the anchor itself. O*NET quantitative mean specialty-pair relatedness: -0.0059681602903164. O*NET score uses its own scale; it is not a cosine. These links generate candidates; similarity is not transitive.

NLx identities/contributions follow coordinated public occupation permissions; shown contributions are partial and not renormalized. Government source coding remains unrestricted. Full score/rank uses all retained research features. 1 shared task identities withheld.

1. No shared tasks after conservative review.

DMDC anchor 27-3092 → destination: NLx cosine 0.002; rank 41 including the anchor itself. O*NET quantitative mean specialty-pair relatedness: 1.97159995123499. O*NET score uses its own scale; it is not a cosine. These links generate candidates; similarity is not transitive.

NLx identities/contributions follow coordinated public occupation permissions; shown contributions are partial and not renormalized. Government source coding remains unrestricted. Full score/rank uses all retained research features. 1 shared task identities withheld.

1. No shared tasks after conservative review.

DMDC anchor 27-3092 → destination: NLx cosine 0.000; rank 210 including the anchor itself. O*NET quantitative mean specialty-pair relatedness: 0.188990208575334. O*NET score uses its own scale; it is not a cosine. These links generate candidates; similarity is not transitive.

NLx identities/contributions follow coordinated public occupation permissions; shown contributions are partial and not renormalized. Government source coding remains unrestricted. Full score/rank uses all retained research features. 1 shared task identities withheld.

1. No shared tasks after conservative review.

DMDC anchor 27-3092 → destination: NLx cosine 0.000; rank 646 including the anchor itself. O*NET quantitative mean specialty-pair relatedness: -1.39256735659436. O*NET score uses its own scale; it is not a cosine. These links generate candidates; similarity is not transitive.

NLx identities/contributions follow coordinated public occupation permissions; shown contributions are partial and not renormalized. Government source coding remains unrestricted. Full score/rank uses all retained research features. 1 shared task identities withheld.

1. No shared tasks after conservative review.

DMDC anchor 27-3092 → destination: NLx cosine 0.001; rank 78 including the anchor itself. O*NET quantitative mean specialty-pair relatedness: 1.326494478729. O*NET score uses its own scale; it is not a cosine. These links generate candidates; similarity is not transitive.

NLx identities/contributions follow coordinated public occupation permissions; shown contributions are partial and not renormalized. Government source coding remains unrestricted. Full score/rank uses all retained research features. 0 shared task identities withheld.

1. Review records for completeness, accuracy, and compliance with regulations. Task 22890 · cosine contribution 0.0017

   and review records of proceedings for administrative completeness and technical accuracy.

DMDC anchor 27-3092 → destination: NLx cosine 0.000; rank 232 including the anchor itself. O*NET quantitative mean specialty-pair relatedness: -0.560914138374466. O*NET score uses its own scale; it is not a cosine. These links generate candidates; similarity is not transitive.

NLx identities/contributions follow coordinated public occupation permissions; shown contributions are partial and not renormalized. Government source coding remains unrestricted. Full score/rank uses all retained research features. 1 shared task identities withheld.

1. No shared tasks after conservative review.

DMDC anchor 27-3092 → destination: NLx cosine 0.001; rank 171 including the anchor itself. O*NET quantitative mean specialty-pair relatedness: -1.15976992190717. O*NET score uses its own scale; it is not a cosine. These links generate candidates; similarity is not transitive.

NLx identities/contributions follow coordinated public occupation permissions; shown contributions are partial and not renormalized. Government source coding remains unrestricted. Full score/rank uses all retained research features. 1 shared task identities withheld.

1. No shared tasks after conservative review.

DMDC anchor 27-3092 → destination: NLx cosine 0.002; rank 46 including the anchor itself. O*NET quantitative mean specialty-pair relatedness: -1.137632471050054. O*NET score uses its own scale; it is not a cosine. These links generate candidates; similarity is not transitive.

NLx identities/contributions follow coordinated public occupation permissions; shown contributions are partial and not renormalized. Government source coding remains unrestricted. Full score/rank uses all retained research features. 1 shared task identities withheld.

1. No shared tasks after conservative review.

DMDC anchor 27-3092 → destination: NLx cosine 0.000; rank 340 including the anchor itself. O*NET quantitative mean specialty-pair relatedness: -1.17275513670728. O*NET score uses its own scale; it is not a cosine. These links generate candidates; similarity is not transitive.

NLx identities/contributions follow coordinated public occupation permissions; shown contributions are partial and not renormalized. Government source coding remains unrestricted. Full score/rank uses all retained research features. 1 shared task identities withheld.

1. No shared tasks after conservative review.

DMDC anchor 27-3092 → destination: NLx cosine 0.000; rank 266 including the anchor itself. O*NET quantitative mean specialty-pair relatedness: -0.0325876193803579. O*NET score uses its own scale; it is not a cosine. These links generate candidates; similarity is not transitive.

NLx identities/contributions follow coordinated public occupation permissions; shown contributions are partial and not renormalized. Government source coding remains unrestricted. Full score/rank uses all retained research features. 1 shared task identities withheld.

1. No shared tasks after conservative review.

DMDC anchor 27-3092 → destination: NLx cosine 0.001; rank 71 including the anchor itself. O*NET quantitative mean specialty-pair relatedness: 1.50450753672617. O*NET score uses its own scale; it is not a cosine. These links generate candidates; similarity is not transitive.

NLx identities/contributions follow coordinated public occupation permissions; shown contributions are partial and not renormalized. Government source coding remains unrestricted. Full score/rank uses all retained research features. 1 shared task identities withheld.

1. No shared tasks after conservative review.

DMDC anchor 27-3092 → destination: NLx cosine 0.005; rank 22 including the anchor itself. O*NET quantitative mean specialty-pair relatedness: 0.762716509037977. O*NET score uses its own scale; it is not a cosine. These links generate candidates; similarity is not transitive.

NLx identities/contributions follow coordinated public occupation permissions; shown contributions are partial and not renormalized. Government source coding remains unrestricted. Full score/rank uses all retained research features. 1 shared task identities withheld.

1. No shared tasks after conservative review.

DMDC anchor 27-3092 → destination: NLx cosine 0.003; rank 34 including the anchor itself. O*NET quantitative mean specialty-pair relatedness: 1.94548264051864. O*NET score uses its own scale; it is not a cosine. These links generate candidates; similarity is not transitive.

NLx identities/contributions follow coordinated public occupation permissions; shown contributions are partial and not renormalized. Government source coding remains unrestricted. Full score/rank uses all retained research features. 1 shared task identities withheld.

1. No shared tasks after conservative review.

DMDC anchor 27-3092 → destination: NLx cosine 0.000; rank 527 including the anchor itself. O*NET quantitative mean specialty-pair relatedness: 0.460123236972505. O*NET score uses its own scale; it is not a cosine. These links generate candidates; similarity is not transitive.

NLx identities/contributions follow coordinated public occupation permissions; shown contributions are partial and not renormalized. Government source coding remains unrestricted. Full score/rank uses all retained research features. 1 shared task identities withheld.

1. No shared tasks after conservative review.

DMDC anchor 27-3092 → destination: NLx cosine 0.000; rank 369 including the anchor itself. O*NET quantitative mean specialty-pair relatedness: 0.211452647168162. O*NET score uses its own scale; it is not a cosine. These links generate candidates; similarity is not transitive.

NLx identities/contributions follow coordinated public occupation permissions; shown contributions are partial and not renormalized. Government source coding remains unrestricted. Full score/rank uses all retained research features. 1 shared task identities withheld.

1. No shared tasks after conservative review.

DMDC anchor 27-3092 → destination: NLx cosine 0.000; rank 694 including the anchor itself. O*NET quantitative mean specialty-pair relatedness: unavailable. O*NET score uses its own scale; it is not a cosine. These links generate candidates; similarity is not transitive.

NLx identities/contributions follow coordinated public occupation permissions; shown contributions are partial and not renormalized. Government source coding remains unrestricted. Full score/rank uses all retained research features. 1 shared task identities withheld.

1. No shared tasks after conservative review.

DMDC anchor 27-3092 → destination: NLx cosine 0.084; rank 3 including the anchor itself. O*NET quantitative mean specialty-pair relatedness: 2.23249931942615. O*NET score uses its own scale; it is not a cosine. These links generate candidates; similarity is not transitive.

NLx identities/contributions follow coordinated public occupation permissions; shown contributions are partial and not renormalized. Government source coding remains unrestricted. Full score/rank uses all retained research features. 1 shared task identities withheld.

1. No shared tasks after conservative review.

DMDC anchor 27-3092 → destination: NLx cosine 0.000; rank 209 including the anchor itself. O*NET quantitative mean specialty-pair relatedness: 1.85930689285853. O*NET score uses its own scale; it is not a cosine. These links generate candidates; similarity is not transitive.

NLx identities/contributions follow coordinated public occupation permissions; shown contributions are partial and not renormalized. Government source coding remains unrestricted. Full score/rank uses all retained research features. 1 shared task identities withheld.

1. No shared tasks after conservative review.

DMDC anchor 27-3092 → destination: NLx cosine 0.000; rank 632 including the anchor itself. O*NET quantitative mean specialty-pair relatedness: -0.104963851540994. O*NET score uses its own scale; it is not a cosine. These links generate candidates; similarity is not transitive.

NLx identities/contributions follow coordinated public occupation permissions; shown contributions are partial and not renormalized. Government source coding remains unrestricted. Full score/rank uses all retained research features. 1 shared task identities withheld.

1. No shared tasks after conservative review.

DMDC anchor 27-3092 → destination: NLx cosine 0.018; rank 9 including the anchor itself. O*NET quantitative mean specialty-pair relatedness: 1.78905480170104. O*NET score uses its own scale; it is not a cosine. These links generate candidates; similarity is not transitive.

NLx identities/contributions follow coordinated public occupation permissions; shown contributions are partial and not renormalized. Government source coding remains unrestricted. Full score/rank uses all retained research features. 1 shared task identities withheld.

1. No shared tasks after conservative review.

DMDC anchor 27-3092 → destination: NLx cosine 0.002; rank 47 including the anchor itself. O*NET quantitative mean specialty-pair relatedness: 1.54386388267114. O*NET score uses its own scale; it is not a cosine. These links generate candidates; similarity is not transitive.

NLx identities/contributions follow coordinated public occupation permissions; shown contributions are partial and not renormalized. Government source coding remains unrestricted. Full score/rank uses all retained research features. 1 shared task identities withheld.

1. No shared tasks after conservative review.

DMDC anchor 27-3092 → destination: NLx cosine 0.000; rank 461 including the anchor itself. O*NET quantitative mean specialty-pair relatedness: -0.0293630550764805. O*NET score uses its own scale; it is not a cosine. These links generate candidates; similarity is not transitive.

NLx identities/contributions follow coordinated public occupation permissions; shown contributions are partial and not renormalized. Government source coding remains unrestricted. Full score/rank uses all retained research features. 1 shared task identities withheld.

1. No shared tasks after conservative review.

DMDC anchor 27-3092 → destination: NLx cosine 0.003; rank 31 including the anchor itself. O*NET quantitative mean specialty-pair relatedness: 0.0295360947822328. O*NET score uses its own scale; it is not a cosine. These links generate candidates; similarity is not transitive.

NLx identities/contributions follow coordinated public occupation permissions; shown contributions are partial and not renormalized. Government source coding remains unrestricted. Full score/rank uses all retained research features. 1 shared task identities withheld.

1. No shared tasks after conservative review.

DMDC anchor 27-3092 → destination: NLx cosine 0.000; rank 387 including the anchor itself. O*NET quantitative mean specialty-pair relatedness: -0.568294480392287. O*NET score uses its own scale; it is not a cosine. These links generate candidates; similarity is not transitive.

NLx identities/contributions follow coordinated public occupation permissions; shown contributions are partial and not renormalized. Government source coding remains unrestricted. Full score/rank uses all retained research features. 1 shared task identities withheld.

1. No shared tasks after conservative review.

DMDC anchor 27-3092 → destination: NLx cosine 0.001; rank 80 including the anchor itself. O*NET quantitative mean specialty-pair relatedness: -0.139254785955169. O*NET score uses its own scale; it is not a cosine. These links generate candidates; similarity is not transitive.

NLx identities/contributions follow coordinated public occupation permissions; shown contributions are partial and not renormalized. Government source coding remains unrestricted. Full score/rank uses all retained research features. 1 shared task identities withheld.

1. No shared tasks after conservative review.

DMDC anchor 27-3092 → destination: NLx cosine 0.004; rank 26 including the anchor itself. O*NET quantitative mean specialty-pair relatedness: 1.33098941457896. O*NET score uses its own scale; it is not a cosine. These links generate candidates; similarity is not transitive.

NLx identities/contributions follow coordinated public occupation permissions; shown contributions are partial and not renormalized. Government source coding remains unrestricted. Full score/rank uses all retained research features. 1 shared task identities withheld.

1. No shared tasks after conservative review.

DMDC anchor 27-3092 → destination: NLx cosine 0.018; rank 8 including the anchor itself. O*NET quantitative mean specialty-pair relatedness: 1.40789509325852. O*NET score uses its own scale; it is not a cosine. These links generate candidates; similarity is not transitive.

NLx identities/contributions follow coordinated public occupation permissions; shown contributions are partial and not renormalized. Government source coding remains unrestricted. Full score/rank uses all retained research features. 1 shared task identities withheld.

1. No shared tasks after conservative review.

DMDC anchor 27-3092 → destination: NLx cosine 0.001; rank 73 including the anchor itself. O*NET quantitative mean specialty-pair relatedness: 0.507460797585317. O*NET score uses its own scale; it is not a cosine. These links generate candidates; similarity is not transitive.

NLx identities/contributions follow coordinated public occupation permissions; shown contributions are partial and not renormalized. Government source coding remains unrestricted. Full score/rank uses all retained research features. 1 shared task identities withheld.

1. No shared tasks after conservative review.

DMDC anchor 27-3092 → destination: NLx cosine 0.000; rank 627 including the anchor itself. O*NET quantitative mean specialty-pair relatedness: -1.23976354091142. O*NET score uses its own scale; it is not a cosine. These links generate candidates; similarity is not transitive.

NLx identities/contributions follow coordinated public occupation permissions; shown contributions are partial and not renormalized. Government source coding remains unrestricted. Full score/rank uses all retained research features. 1 shared task identities withheld.

1. No shared tasks after conservative review.

DMDC anchor 27-3092 → destination: NLx cosine 0.001; rank 163 including the anchor itself. O*NET quantitative mean specialty-pair relatedness: 0.1848960751821261. O*NET score uses its own scale; it is not a cosine. These links generate candidates; similarity is not transitive.

NLx identities/contributions follow coordinated public occupation permissions; shown contributions are partial and not renormalized. Government source coding remains unrestricted. Full score/rank uses all retained research features. 1 shared task identities withheld.

1. No shared tasks after conservative review.

DMDC anchor 27-3092 → destination: NLx cosine 0.002; rank 48 including the anchor itself. O*NET quantitative mean specialty-pair relatedness: 0.891729189701098. O*NET score uses its own scale; it is not a cosine. These links generate candidates; similarity is not transitive.

NLx identities/contributions follow coordinated public occupation permissions; shown contributions are partial and not renormalized. Government source coding remains unrestricted. Full score/rank uses all retained research features. 1 shared task identities withheld.

1. No shared tasks after conservative review.

DMDC anchor 27-3092 → destination: NLx cosine 0.001; rank 123 including the anchor itself. O*NET quantitative mean specialty-pair relatedness: -0.0987845422704479. O*NET score uses its own scale; it is not a cosine. These links generate candidates; similarity is not transitive.

NLx identities/contributions follow coordinated public occupation permissions; shown contributions are partial and not renormalized. Government source coding remains unrestricted. Full score/rank uses all retained research features. 1 shared task identities withheld.

1. No shared tasks after conservative review.

DMDC anchor 27-3092 → destination: NLx cosine 0.005; rank 19 including the anchor itself. O*NET quantitative mean specialty-pair relatedness: 0.433522090778479. O*NET score uses its own scale; it is not a cosine. These links generate candidates; similarity is not transitive.

NLx identities/contributions follow coordinated public occupation permissions; shown contributions are partial and not renormalized. Government source coding remains unrestricted. Full score/rank uses all retained research features. 1 shared task identities withheld.

1. No shared tasks after conservative review.

DMDC anchor 27-3092 → destination: NLx cosine 0.001; rank 126 including the anchor itself. O*NET quantitative mean specialty-pair relatedness: 0.0255143420732854. O*NET score uses its own scale; it is not a cosine. These links generate candidates; similarity is not transitive.

NLx identities/contributions follow coordinated public occupation permissions; shown contributions are partial and not renormalized. Government source coding remains unrestricted. Full score/rank uses all retained research features. 1 shared task identities withheld.

1. No shared tasks after conservative review.

DMDC anchor 27-3092 → destination: NLx cosine 0.001; rank 64 including the anchor itself. O*NET quantitative mean specialty-pair relatedness: 0.605422151909931. O*NET score uses its own scale; it is not a cosine. These links generate candidates; similarity is not transitive.

NLx identities/contributions follow coordinated public occupation permissions; shown contributions are partial and not renormalized. Government source coding remains unrestricted. Full score/rank uses all retained research features. 0 shared task identities withheld.

1. No shared tasks after conservative review.

DMDC anchor 27-3092 → destination: NLx cosine 0.001; rank 52 including the anchor itself. O*NET quantitative mean specialty-pair relatedness: 1.92767563956353. O*NET score uses its own scale; it is not a cosine. These links generate candidates; similarity is not transitive.

NLx identities/contributions follow coordinated public occupation permissions; shown contributions are partial and not renormalized. Government source coding remains unrestricted. Full score/rank uses all retained research features. 0 shared task identities withheld.

1. No shared tasks after conservative review.

DMDC anchor 27-3092 → destination: NLx cosine 0.000; rank 435 including the anchor itself. O*NET quantitative mean specialty-pair relatedness: 0.843446444680128. O*NET score uses its own scale; it is not a cosine. These links generate candidates; similarity is not transitive.

NLx identities/contributions follow coordinated public occupation permissions; shown contributions are partial and not renormalized. Government source coding remains unrestricted. Full score/rank uses all retained research features. 0 shared task identities withheld.

1. No shared tasks after conservative review.

DMDC anchor 27-3092 → destination: NLx cosine 0.000; rank 637 including the anchor itself. O*NET quantitative mean specialty-pair relatedness: 1.5947127429572. O*NET score uses its own scale; it is not a cosine. These links generate candidates; similarity is not transitive.

NLx identities/contributions follow coordinated public occupation permissions; shown contributions are partial and not renormalized. Government source coding remains unrestricted. Full score/rank uses all retained research features. 0 shared task identities withheld.

1. No shared tasks after conservative review.

DMDC anchor 27-3092 → destination: NLx cosine 0.014; rank 10 including the anchor itself. O*NET quantitative mean specialty-pair relatedness: 1.1830243524079. O*NET score uses its own scale; it is not a cosine. These links generate candidates; similarity is not transitive.

NLx identities/contributions follow coordinated public occupation permissions; shown contributions are partial and not renormalized. Government source coding remains unrestricted. Full score/rank uses all retained research features. 0 shared task identities withheld.

1. No shared tasks after conservative review.

DMDC anchor 27-3092 → destination: NLx cosine 0.000; rank 614 including the anchor itself. O*NET quantitative mean specialty-pair relatedness: 1.4903712418081. O*NET score uses its own scale; it is not a cosine. These links generate candidates; similarity is not transitive.

NLx identities/contributions follow coordinated public occupation permissions; shown contributions are partial and not renormalized. Government source coding remains unrestricted. Full score/rank uses all retained research features. 0 shared task identities withheld.

1. No shared tasks after conservative review.

DMDC anchor 27-3092 → destination: NLx cosine 0.000; rank 505 including the anchor itself. O*NET quantitative mean specialty-pair relatedness: 1.24459794604803. O*NET score uses its own scale; it is not a cosine. These links generate candidates; similarity is not transitive.

NLx identities/contributions follow coordinated public occupation permissions; shown contributions are partial and not renormalized. Government source coding remains unrestricted. Full score/rank uses all retained research features. 0 shared task identities withheld.

1. No shared tasks after conservative review.

DMDC anchor 27-3092 → destination: NLx cosine 0.001; rank 74 including the anchor itself. O*NET quantitative mean specialty-pair relatedness: -0.711499000687102. O*NET score uses its own scale; it is not a cosine. These links generate candidates; similarity is not transitive.

NLx identities/contributions follow coordinated public occupation permissions; shown contributions are partial and not renormalized. Government source coding remains unrestricted. Full score/rank uses all retained research features. 0 shared task identities withheld.

1. No shared tasks after conservative review.

DMDC anchor 27-3092 → destination: NLx cosine 0.002; rank 38 including the anchor itself. O*NET quantitative mean specialty-pair relatedness: -0.907227425922497. O*NET score uses its own scale; it is not a cosine. These links generate candidates; similarity is not transitive.

NLx identities/contributions follow coordinated public occupation permissions; shown contributions are partial and not renormalized. Government source coding remains unrestricted. Full score/rank uses all retained research features. 0 shared task identities withheld.

1. No shared tasks after conservative review.

DMDC anchor 27-3092 → destination: NLx cosine 0.023; rank 6 including the anchor itself. O*NET quantitative mean specialty-pair relatedness: 2.50402925798803. O*NET score uses its own scale; it is not a cosine. These links generate candidates; similarity is not transitive.

NLx identities/contributions follow coordinated public occupation permissions; shown contributions are partial and not renormalized. Government source coding remains unrestricted. Full score/rank uses all retained research features. 0 shared task identities withheld.

1. No shared tasks after conservative review.

DMDC anchor 27-3092 → destination: NLx cosine 0.025; rank 5 including the anchor itself. O*NET quantitative mean specialty-pair relatedness: 1.56864364776131. O*NET score uses its own scale; it is not a cosine. These links generate candidates; similarity is not transitive.

NLx identities/contributions follow coordinated public occupation permissions; shown contributions are partial and not renormalized. Government source coding remains unrestricted. Full score/rank uses all retained research features. 0 shared task identities withheld.

1. No shared tasks after conservative review.

DMDC anchor 27-3092 → destination: NLx cosine 0.003; rank 36 including the anchor itself. O*NET quantitative mean specialty-pair relatedness: 1.33020013943635. O*NET score uses its own scale; it is not a cosine. These links generate candidates; similarity is not transitive.

NLx identities/contributions follow coordinated public occupation permissions; shown contributions are partial and not renormalized. Government source coding remains unrestricted. Full score/rank uses all retained research features. 0 shared task identities withheld.

1. No shared tasks after conservative review.

DMDC anchor 27-3092 → destination: NLx cosine 0.003; rank 33 including the anchor itself. O*NET quantitative mean specialty-pair relatedness: 0.693170968547975. O*NET score uses its own scale; it is not a cosine. These links generate candidates; similarity is not transitive.

NLx identities/contributions follow coordinated public occupation permissions; shown contributions are partial and not renormalized. Government source coding remains unrestricted. Full score/rank uses all retained research features. 0 shared task identities withheld.

1. No shared tasks after conservative review.

DMDC anchor 27-3092 → destination: NLx cosine 0.000; rank 720 including the anchor itself. O*NET quantitative mean specialty-pair relatedness: -0.971631956042054. O*NET score uses its own scale; it is not a cosine. These links generate candidates; similarity is not transitive.

NLx identities/contributions follow coordinated public occupation permissions; shown contributions are partial and not renormalized. Government source coding remains unrestricted. Full score/rank uses all retained research features. 0 shared task identities withheld.

1. No shared tasks after conservative review.

DMDC anchor 27-3092 → destination: NLx cosine 0.000; rank 649 including the anchor itself. O*NET quantitative mean specialty-pair relatedness: -0.578112061022056. O*NET score uses its own scale; it is not a cosine. These links generate candidates; similarity is not transitive.

NLx identities/contributions follow coordinated public occupation permissions; shown contributions are partial and not renormalized. Government source coding remains unrestricted. Full score/rank uses all retained research features. 0 shared task identities withheld.

1. No shared tasks after conservative review.

DMDC anchor 27-3092 → destination: NLx cosine 0.000; rank 479 including the anchor itself. O*NET quantitative mean specialty-pair relatedness: -0.738848516362831. O*NET score uses its own scale; it is not a cosine. These links generate candidates; similarity is not transitive.

NLx identities/contributions follow coordinated public occupation permissions; shown contributions are partial and not renormalized. Government source coding remains unrestricted. Full score/rank uses all retained research features. 0 shared task identities withheld.

1. No shared tasks after conservative review.

DMDC anchor 27-3092 → destination: NLx cosine 0.000; rank 732 including the anchor itself. O*NET quantitative mean specialty-pair relatedness: -0.553821703803059. O*NET score uses its own scale; it is not a cosine. These links generate candidates; similarity is not transitive.

NLx identities/contributions follow coordinated public occupation permissions; shown contributions are partial and not renormalized. Government source coding remains unrestricted. Full score/rank uses all retained research features. 0 shared task identities withheld.

1. No shared tasks after conservative review.

DMDC anchor 15-1212 → destination: NLx cosine 1.000; rank 1 including the anchor itself. O*NET quantitative mean specialty-pair relatedness: unavailable. O*NET score uses its own scale; it is not a cosine. These links generate candidates; similarity is not transitive.

NLx identities/contributions follow coordinated public occupation permissions; shown contributions are partial and not renormalized. Government source coding remains unrestricted. Full score/rank uses all retained research features. 14 shared task identities withheld.

1. Recommend information security enhancements to management. Task 21780 · cosine contribution 0.0148

   Information Systems Security Managers serve as principal advisors to the Commanding Officer for all information security matters: ensure cybersecurity and risk management program requirement conformity;

   Identify Information Technology (IT) security program implications of new technologies or technology upgrades.

   Recommend Information Security (INFOSEC) requirements.

   Advise senior management (e.g., Chief Information Officer (CIO) on cost/benefit analysis of information security programs, policies, processes, systems, and elements, etc.).

2. Review security assessments for computing environments or check for compliance with cybersecurity standards and regulations. Task 21781 · cosine contribution 0.0085

   Complete network security assessment checklists.

   Review Information Systems Security (ISS) requirements.

   Validate network security assessment checklists.

   Coordinate cybersecurity inspections, tests, and reviews.

3. Identify or implement solutions to information security problems. Task 21775 · cosine contribution 0.0059

   Implement alternative Information Security (INFOSEC) strategies.

   Report Information Systems (IS) security posture trends.

4. Recommend improvements in security systems or procedures. Task 21500 · cosine contribution 0.0047

   Evaluate security improvement actions for effectiveness.

5. Develop and document security procedures, policies, or standards. Task 22944 · cosine contribution 0.0036

   Develop critical infrastructure protection policies and procedures.

6. Plan, coordinate, and implement network security measures to protect data, software, and hardware. Task 1319 · cosine contribution 0.0035

   Cybersecurity (i.e., plan, manage, secure, implement security controls to protect and defend networks to include IS across platforms, fleets, and services);

   Manage intranet/Department of Defense Information Network (DODIN) security policies.

7. Develop information security standards and best practices. Task 21771 · cosine contribution 0.0032

   Develop Information Systems Security (ISS) plans.

   Develop Information Systems Security (ISS) policies.

   Manage Information Security (INFOSEC) training and awareness programs.

8. Create or implement security standards, policies, and procedures. Task 21290 · cosine contribution 0.0029

   Enforce procedures, guidelines and cybersecurity policies.

   Implement Information Systems Security (ISS) policies.

   Implement policies and procedures to ensure protection of critical infrastructure.

9. Maintain documentation or reports on security-related incidents or investigations. Task 17567 · cosine contribution 0.0023

   Manage Information Security (INFOSEC) incident reporting processes.

   Report Information Systems Security (ISS) incidents.

10. Develop contingency plans to deal with emergencies. Task 21612 · cosine contribution 0.0013

    Develop Emergency Action Plans (EAP).

11. Monitor compliance systems to ensure their effectiveness. Task 15649 · cosine contribution 0.0010

    ensure that Information System (IS) users are monitored to verify compliance with security policies and procedures;

DMDC anchor 15-1212 → destination: NLx cosine 0.061; rank 160 including the anchor itself. O*NET quantitative mean specialty-pair relatedness: 0.93883743302271. O*NET score uses its own scale; it is not a cosine. These links generate candidates; similarity is not transitive.

NLx identities/contributions follow coordinated public occupation permissions; shown contributions are partial and not renormalized. Government source coding remains unrestricted. Full score/rank uses all retained research features. 8 shared task identities withheld.

1. No shared tasks after conservative review.

DMDC anchor 15-1212 → destination: NLx cosine 0.316; rank 4 including the anchor itself. O*NET quantitative mean specialty-pair relatedness: 2.69599207743754. O*NET score uses its own scale; it is not a cosine. These links generate candidates; similarity is not transitive.

NLx identities/contributions follow coordinated public occupation permissions; shown contributions are partial and not renormalized. Government source coding remains unrestricted. Full score/rank uses all retained research features. 22 shared task identities withheld.

1. Plan, coordinate, and implement security measures to safeguard information in computer files against accidental or unauthorized damage, modification or disclosure. Task 1301 · cosine contribution 0.0158

   and ensure the development of System Security Plans (SSP) for systems that contain sensitive information.

2. Create or implement security standards, policies, and procedures. Task 21290 · cosine contribution 0.0018

   Enforce procedures, guidelines and cybersecurity policies.

   Implement Information Systems Security (ISS) policies.

   Implement policies and procedures to ensure protection of critical infrastructure.

DMDC anchor 15-1212 → destination: NLx cosine 0.198; rank 17 including the anchor itself. O*NET quantitative mean specialty-pair relatedness: 2.28446381495123. O*NET score uses its own scale; it is not a cosine. These links generate candidates; similarity is not transitive.

NLx identities/contributions follow coordinated public occupation permissions; shown contributions are partial and not renormalized. Government source coding remains unrestricted. Full score/rank uses all retained research features. 19 shared task identities withheld.

1. Recommend improvements in security systems or procedures. Task 21500 · cosine contribution 0.0030

   Evaluate security improvement actions for effectiveness.

2. Recommend information security enhancements to management. Task 21780 · cosine contribution 0.0023

   Information Systems Security Managers serve as principal advisors to the Commanding Officer for all information security matters: ensure cybersecurity and risk management program requirement conformity;

   Identify Information Technology (IT) security program implications of new technologies or technology upgrades.

   Recommend Information Security (INFOSEC) requirements.

   Advise senior management (e.g., Chief Information Officer (CIO) on cost/benefit analysis of information security programs, policies, processes, systems, and elements, etc.).

3. Maintain system logs or manuals to document testing or operation of equipment. Task 21984 · cosine contribution 0.0017

   Maintain network documentation (e.g., System Operational Verification Testing (SOVT), Interactive Electronic Technical Manual (IETM), Hosted Application and Connected Systems Implementation Manual (HACSIM), etc.).

4. Coordinate network operations, maintenance, repairs, or upgrades. Task 18960 · cosine contribution 0.0014

   Oversee network migrations and installation.

5. Establish and maintain inventory, records, or documentation systems. Task 22011 · cosine contribution 0.0006

   Maintain Information Systems (IS) (e.g., Program of Record (POR), authorized, system backups, etc.).

   Perform inventory of Information System (IS) assets.

DMDC anchor 15-1212 → destination: NLx cosine 0.268; rank 11 including the anchor itself. O*NET quantitative mean specialty-pair relatedness: 2.403012643873335. O*NET score uses its own scale; it is not a cosine. These links generate candidates; similarity is not transitive.

NLx identities/contributions follow coordinated public occupation permissions; shown contributions are partial and not renormalized. Government source coding remains unrestricted. Full score/rank uses all retained research features. 23 shared task identities withheld.

1. No shared tasks after conservative review.

DMDC anchor 15-1212 → destination: NLx cosine 0.123; rank 58 including the anchor itself. O*NET quantitative mean specialty-pair relatedness: 0.804877895252352. O*NET score uses its own scale; it is not a cosine. These links generate candidates; similarity is not transitive.

NLx identities/contributions follow coordinated public occupation permissions; shown contributions are partial and not renormalized. Government source coding remains unrestricted. Full score/rank uses all retained research features. 13 shared task identities withheld.

1. No shared tasks after conservative review.

DMDC anchor 15-1212 → destination: NLx cosine 0.275; rank 8 including the anchor itself. O*NET quantitative mean specialty-pair relatedness: 2.8639736282643. O*NET score uses its own scale; it is not a cosine. These links generate candidates; similarity is not transitive.

NLx identities/contributions follow coordinated public occupation permissions; shown contributions are partial and not renormalized. Government source coding remains unrestricted. Full score/rank uses all retained research features. 17 shared task identities withheld.

1. Develop or implement operating methods or procedures. Task 16424 · cosine contribution 0.0042

   Develop Information System (IS) Standard Operating Procedures (SOP).

2. Plan, coordinate, and implement network security measures to protect data, software, and hardware. Task 1319 · cosine contribution 0.0042

   Cybersecurity (i.e., plan, manage, secure, implement security controls to protect and defend networks to include IS across platforms, fleets, and services);

   Manage intranet/Department of Defense Information Network (DODIN) security policies.

3. Coordinate network operations, maintenance, repairs, or upgrades. Task 18960 · cosine contribution 0.0033

   Oversee network migrations and installation.

4. Develop disaster recovery plans. Task 18968 · cosine contribution 0.0027

   Develop disaster recovery contingency plans.

5. Develop and implement solutions for network problems. Task 18965 · cosine contribution 0.0014

   Determine network migration and installation potential problems and time requirements.

   Develop network plans and policies.

   Manage networking solutions (e.g., Afloat Forward Staging Base (AFSB), Commercial Solutions for Classified Program (CSfC), etc.).

6. Develop information security standards and best practices. Task 21771 · cosine contribution 0.0011

   Develop Information Systems Security (ISS) plans.

   Develop Information Systems Security (ISS) policies.

   Manage Information Security (INFOSEC) training and awareness programs.

DMDC anchor 15-1212 → destination: NLx cosine 0.413; rank 2 including the anchor itself. O*NET quantitative mean specialty-pair relatedness: 2.58374828163386. O*NET score uses its own scale; it is not a cosine. These links generate candidates; similarity is not transitive.

NLx identities/contributions follow coordinated public occupation permissions; shown contributions are partial and not renormalized. Government source coding remains unrestricted. Full score/rank uses all retained research features. 28 shared task identities withheld.

1. No shared tasks after conservative review.

DMDC anchor 15-1212 → destination: NLx cosine 0.272; rank 9 including the anchor itself. O*NET quantitative mean specialty-pair relatedness: 2.00841919103383. O*NET score uses its own scale; it is not a cosine. These links generate candidates; similarity is not transitive.

NLx identities/contributions follow coordinated public occupation permissions; shown contributions are partial and not renormalized. Government source coding remains unrestricted. Full score/rank uses all retained research features. 25 shared task identities withheld.

1. No shared tasks after conservative review.

DMDC anchor 15-1212 → destination: NLx cosine 0.341; rank 3 including the anchor itself. O*NET quantitative mean specialty-pair relatedness: 1.5873879344374409. O*NET score uses its own scale; it is not a cosine. These links generate candidates; similarity is not transitive.

NLx identities/contributions follow coordinated public occupation permissions; shown contributions are partial and not renormalized. Government source coding remains unrestricted. Full score/rank uses all retained research features. 26 shared task identities withheld.

1. No shared tasks after conservative review.

DMDC anchor 15-1212 → destination: NLx cosine 0.270; rank 10 including the anchor itself. O*NET quantitative mean specialty-pair relatedness: 2.7945330715814. O*NET score uses its own scale; it is not a cosine. These links generate candidates; similarity is not transitive.

NLx identities/contributions follow coordinated public occupation permissions; shown contributions are partial and not renormalized. Government source coding remains unrestricted. Full score/rank uses all retained research features. 18 shared task identities withheld.

1. Develop plans or budgets for network equipment replacement. Task 18972 · cosine contribution 0.0122

   Estimate network migration, installation or repair costs.

2. Document network support activities. Task 18993 · cosine contribution 0.0036

   Document off-site technical support actions.

3. Coordinate network operations, maintenance, repairs, or upgrades. Task 18960 · cosine contribution 0.0034

   Oversee network migrations and installation.

4. Develop and implement solutions for network problems. Task 18965 · cosine contribution 0.0013

   Determine network migration and installation potential problems and time requirements.

   Develop network plans and policies.

   Manage networking solutions (e.g., Afloat Forward Staging Base (AFSB), Commercial Solutions for Classified Program (CSfC), etc.).

DMDC anchor 15-1212 → destination: NLx cosine 0.256; rank 12 including the anchor itself. O*NET quantitative mean specialty-pair relatedness: 2.027944613940495. O*NET score uses its own scale; it is not a cosine. These links generate candidates; similarity is not transitive.

NLx identities/contributions follow coordinated public occupation permissions; shown contributions are partial and not renormalized. Government source coding remains unrestricted. Full score/rank uses all retained research features. 24 shared task identities withheld.

1. No shared tasks after conservative review.

DMDC anchor 15-1212 → destination: NLx cosine 0.315; rank 5 including the anchor itself. O*NET quantitative mean specialty-pair relatedness: 2.4046751124607. O*NET score uses its own scale; it is not a cosine. These links generate candidates; similarity is not transitive.

NLx identities/contributions follow coordinated public occupation permissions; shown contributions are partial and not renormalized. Government source coding remains unrestricted. Full score/rank uses all retained research features. 20 shared task identities withheld.

1. Recommend information security enhancements to management. Task 21780 · cosine contribution 0.0066

   Information Systems Security Managers serve as principal advisors to the Commanding Officer for all information security matters: ensure cybersecurity and risk management program requirement conformity;

   Identify Information Technology (IT) security program implications of new technologies or technology upgrades.

   Recommend Information Security (INFOSEC) requirements.

   Advise senior management (e.g., Chief Information Officer (CIO) on cost/benefit analysis of information security programs, policies, processes, systems, and elements, etc.).

2. Maintain access to, and security of, highly sensitive materials. Task 2712 · cosine contribution 0.0019

   Maintain physical security of Sensitive Compartmented Information (SCI) of Information Systems (IS).

3. Plan, coordinate, and implement network security measures to protect data, software, and hardware. Task 1319 · cosine contribution 0.0015

   Cybersecurity (i.e., plan, manage, secure, implement security controls to protect and defend networks to include IS across platforms, fleets, and services);

   Manage intranet/Department of Defense Information Network (DODIN) security policies.

4. Create or implement security standards, policies, and procedures. Task 21290 · cosine contribution 0.0011

   Enforce procedures, guidelines and cybersecurity policies.

   Implement Information Systems Security (ISS) policies.

   Implement policies and procedures to ensure protection of critical infrastructure.

5. Train and supervise subordinates and other staff. Task 20785 · cosine contribution 0.0006

   Conduct training evolutions (e.g., Combat Systems Training Team (CSTT), Command Readiness Training Team (CRTT), etc.).

DMDC anchor 15-1212 → destination: NLx cosine 0.310; rank 6 including the anchor itself. O*NET quantitative mean specialty-pair relatedness: 2.2439535726304953. O*NET score uses its own scale; it is not a cosine. These links generate candidates; similarity is not transitive.

NLx identities/contributions follow coordinated public occupation permissions; shown contributions are partial and not renormalized. Government source coding remains unrestricted. Full score/rank uses all retained research features. 23 shared task identities withheld.

1. No shared tasks after conservative review.

DMDC anchor 15-1212 → destination: NLx cosine 0.113; rank 67 including the anchor itself. O*NET quantitative mean specialty-pair relatedness: 1.21329574531778. O*NET score uses its own scale; it is not a cosine. These links generate candidates; similarity is not transitive.

NLx identities/contributions follow coordinated public occupation permissions; shown contributions are partial and not renormalized. Government source coding remains unrestricted. Full score/rank uses all retained research features. 21 shared task identities withheld.

1. No shared tasks after conservative review.

DMDC anchor 15-1212 → destination: NLx cosine 0.019; rank 452 including the anchor itself. O*NET quantitative mean specialty-pair relatedness: 0.645849582071615. O*NET score uses its own scale; it is not a cosine. These links generate candidates; similarity is not transitive.

NLx identities/contributions follow coordinated public occupation permissions; shown contributions are partial and not renormalized. Government source coding remains unrestricted. Full score/rank uses all retained research features. 2 shared task identities withheld.

1. No shared tasks after conservative review.

DMDC anchor 15-1212 → destination: NLx cosine 0.284; rank 7 including the anchor itself. O*NET quantitative mean specialty-pair relatedness: 2.35601023951593. O*NET score uses its own scale; it is not a cosine. These links generate candidates; similarity is not transitive.

NLx identities/contributions follow coordinated public occupation permissions; shown contributions are partial and not renormalized. Government source coding remains unrestricted. Full score/rank uses all retained research features. 21 shared task identities withheld.

1. Develop disaster recovery plans. Task 18968 · cosine contribution 0.0014

   Develop disaster recovery contingency plans.

2. Plan, coordinate, and implement network security measures to protect data, software, and hardware. Task 1319 · cosine contribution 0.0013

   Cybersecurity (i.e., plan, manage, secure, implement security controls to protect and defend networks to include IS across platforms, fleets, and services);

   Manage intranet/Department of Defense Information Network (DODIN) security policies.

3. Develop information security standards and best practices. Task 21771 · cosine contribution 0.0013

   Develop Information Systems Security (ISS) plans.

   Develop Information Systems Security (ISS) policies.

   Manage Information Security (INFOSEC) training and awareness programs.

4. Create or implement security standards, policies, and procedures. Task 21290 · cosine contribution 0.0009

   Enforce procedures, guidelines and cybersecurity policies.

   Implement Information Systems Security (ISS) policies.

   Implement policies and procedures to ensure protection of critical infrastructure.

5. Develop and implement solutions for network problems. Task 18965 · cosine contribution 0.0008

   Determine network migration and installation potential problems and time requirements.

   Develop network plans and policies.

   Manage networking solutions (e.g., Afloat Forward Staging Base (AFSB), Commercial Solutions for Classified Program (CSfC), etc.).

DMDC anchor 15-1212 → destination: NLx cosine 0.096; rank 85 including the anchor itself. O*NET quantitative mean specialty-pair relatedness: 1.69711530805663. O*NET score uses its own scale; it is not a cosine. These links generate candidates; similarity is not transitive.

NLx identities/contributions follow coordinated public occupation permissions; shown contributions are partial and not renormalized. Government source coding remains unrestricted. Full score/rank uses all retained research features. 10 shared task identities withheld.

1. No shared tasks after conservative review.

DMDC anchor 15-1212 → destination: NLx cosine 0.131; rank 55 including the anchor itself. O*NET quantitative mean specialty-pair relatedness: -0.433095215729042. O*NET score uses its own scale; it is not a cosine. These links generate candidates; similarity is not transitive.

NLx identities/contributions follow coordinated public occupation permissions; shown contributions are partial and not renormalized. Government source coding remains unrestricted. Full score/rank uses all retained research features. 18 shared task identities withheld.

1. No shared tasks after conservative review.

DMDC anchor 15-1212 → destination: NLx cosine 0.213; rank 15 including the anchor itself. O*NET quantitative mean specialty-pair relatedness: 1.1477838483887253. O*NET score uses its own scale; it is not a cosine. These links generate candidates; similarity is not transitive.

NLx identities/contributions follow coordinated public occupation permissions; shown contributions are partial and not renormalized. Government source coding remains unrestricted. Full score/rank uses all retained research features. 25 shared task identities withheld.

1. No shared tasks after conservative review.

DMDC anchor 15-1212 → destination: NLx cosine 0.150; rank 39 including the anchor itself. O*NET quantitative mean specialty-pair relatedness: 1.1332623167335774. O*NET score uses its own scale; it is not a cosine. These links generate candidates; similarity is not transitive.

NLx identities/contributions follow coordinated public occupation permissions; shown contributions are partial and not renormalized. Government source coding remains unrestricted. Full score/rank uses all retained research features. 19 shared task identities withheld.

1. No shared tasks after conservative review.

DMDC anchor 15-1212 → destination: NLx cosine 0.152; rank 35 including the anchor itself. O*NET quantitative mean specialty-pair relatedness: 1.42963618392797. O*NET score uses its own scale; it is not a cosine. These links generate candidates; similarity is not transitive.

NLx identities/contributions follow coordinated public occupation permissions; shown contributions are partial and not renormalized. Government source coding remains unrestricted. Full score/rank uses all retained research features. 17 shared task identities withheld.

1. Maintain documentation or reports on security-related incidents or investigations. Task 17567 · cosine contribution 0.0019

   Manage Information Security (INFOSEC) incident reporting processes.

   Report Information Systems Security (ISS) incidents.

2. Recommend improvements in security systems or procedures. Task 21500 · cosine contribution 0.0017

   Evaluate security improvement actions for effectiveness.

3. Monitor and operate communications systems, such as mobile radios. Task 15465 · cosine contribution 0.0010

   Communications Operations (i.e., establish, monitor, and maintain Radio Frequency (RF) communications systems, perform spectrum management to support Joint, Fleet, and tactical communications and handle, store, transmit, and retrieve Naval messages);

4. Create or implement security standards, policies, and procedures. Task 21290 · cosine contribution 0.0006

   Enforce procedures, guidelines and cybersecurity policies.

   Implement Information Systems Security (ISS) policies.

   Implement policies and procedures to ensure protection of critical infrastructure.

DMDC anchor 15-1212 → destination: NLx cosine 0.138; rank 47 including the anchor itself. O*NET quantitative mean specialty-pair relatedness: 0.9331116942343941. O*NET score uses its own scale; it is not a cosine. These links generate candidates; similarity is not transitive.

NLx identities/contributions follow coordinated public occupation permissions; shown contributions are partial and not renormalized. Government source coding remains unrestricted. Full score/rank uses all retained research features. 17 shared task identities withheld.

1. No shared tasks after conservative review.

DMDC anchor 15-1212 → destination: NLx cosine 0.163; rank 30 including the anchor itself. O*NET quantitative mean specialty-pair relatedness: 1.44815099490227. O*NET score uses its own scale; it is not a cosine. These links generate candidates; similarity is not transitive.

NLx identities/contributions follow coordinated public occupation permissions; shown contributions are partial and not renormalized. Government source coding remains unrestricted. Full score/rank uses all retained research features. 17 shared task identities withheld.

1. Develop disaster recovery plans. Task 18968 · cosine contribution 0.0028

   Develop disaster recovery contingency plans.

2. Establish and maintain inventory, records, or documentation systems. Task 22011 · cosine contribution 0.0009

   Maintain Information Systems (IS) (e.g., Program of Record (POR), authorized, system backups, etc.).

   Perform inventory of Information System (IS) assets.

DMDC anchor 15-1212 → destination: NLx cosine 0.202; rank 16 including the anchor itself. O*NET quantitative mean specialty-pair relatedness: 1.42540310196478. O*NET score uses its own scale; it is not a cosine. These links generate candidates; similarity is not transitive.

NLx identities/contributions follow coordinated public occupation permissions; shown contributions are partial and not renormalized. Government source coding remains unrestricted. Full score/rank uses all retained research features. 12 shared task identities withheld.

1. No shared tasks after conservative review.

DMDC anchor 15-1212 → destination: NLx cosine 0.239; rank 13 including the anchor itself. O*NET quantitative mean specialty-pair relatedness: 1.77139502473527. O*NET score uses its own scale; it is not a cosine. These links generate candidates; similarity is not transitive.

NLx identities/contributions follow coordinated public occupation permissions; shown contributions are partial and not renormalized. Government source coding remains unrestricted. Full score/rank uses all retained research features. 12 shared task identities withheld.

1. Develop contingency plans to deal with emergencies. Task 21612 · cosine contribution 0.0024

   Develop Emergency Action Plans (EAP).

DMDC anchor 15-1212 → destination: NLx cosine 0.170; rank 26 including the anchor itself. O*NET quantitative mean specialty-pair relatedness: 1.4371584350977666. O*NET score uses its own scale; it is not a cosine. These links generate candidates; similarity is not transitive.

NLx identities/contributions follow coordinated public occupation permissions; shown contributions are partial and not renormalized. Government source coding remains unrestricted. Full score/rank uses all retained research features. 19 shared task identities withheld.

1. No shared tasks after conservative review.

DMDC anchor 15-1212 → destination: NLx cosine 0.179; rank 25 including the anchor itself. O*NET quantitative mean specialty-pair relatedness: 1.13097569353909. O*NET score uses its own scale; it is not a cosine. These links generate candidates; similarity is not transitive.

NLx identities/contributions follow coordinated public occupation permissions; shown contributions are partial and not renormalized. Government source coding remains unrestricted. Full score/rank uses all retained research features. 22 shared task identities withheld.

1. Train and supervise subordinates and other staff. Task 20785 · cosine contribution 0.0019

   Conduct training evolutions (e.g., Combat Systems Training Team (CSTT), Command Readiness Training Team (CRTT), etc.).

DMDC anchor 15-1212 → destination: NLx cosine 0.226; rank 14 including the anchor itself. O*NET quantitative mean specialty-pair relatedness: 2.10181502960289. O*NET score uses its own scale; it is not a cosine. These links generate candidates; similarity is not transitive.

NLx identities/contributions follow coordinated public occupation permissions; shown contributions are partial and not renormalized. Government source coding remains unrestricted. Full score/rank uses all retained research features. 20 shared task identities withheld.

1. Develop or implement operating methods or procedures. Task 16424 · cosine contribution 0.0016

   Develop Information System (IS) Standard Operating Procedures (SOP).

DMDC anchor 15-1212 → destination: NLx cosine 0.106; rank 75 including the anchor itself. O*NET quantitative mean specialty-pair relatedness: 0.892089338617717. O*NET score uses its own scale; it is not a cosine. These links generate candidates; similarity is not transitive.

NLx identities/contributions follow coordinated public occupation permissions; shown contributions are partial and not renormalized. Government source coding remains unrestricted. Full score/rank uses all retained research features. 16 shared task identities withheld.

1. No shared tasks after conservative review.

DMDC anchor 15-1212 → destination: NLx cosine 0.132; rank 53 including the anchor itself. O*NET quantitative mean specialty-pair relatedness: -0.2887181920300641. O*NET score uses its own scale; it is not a cosine. These links generate candidates; similarity is not transitive.

NLx identities/contributions follow coordinated public occupation permissions; shown contributions are partial and not renormalized. Government source coding remains unrestricted. Full score/rank uses all retained research features. 25 shared task identities withheld.

1. No shared tasks after conservative review.

DMDC anchor 15-1212 → destination: NLx cosine 0.169; rank 28 including the anchor itself. O*NET quantitative mean specialty-pair relatedness: 1.38201059590431. O*NET score uses its own scale; it is not a cosine. These links generate candidates; similarity is not transitive.

NLx identities/contributions follow coordinated public occupation permissions; shown contributions are partial and not renormalized. Government source coding remains unrestricted. Full score/rank uses all retained research features. 18 shared task identities withheld.

1. Monitor compliance systems to ensure their effectiveness. Task 15649 · cosine contribution 0.0006

   ensure that Information System (IS) users are monitored to verify compliance with security policies and procedures;

DMDC anchor 15-1212 → destination: NLx cosine 0.159; rank 31 including the anchor itself. O*NET quantitative mean specialty-pair relatedness: 1.08220708727327. O*NET score uses its own scale; it is not a cosine. These links generate candidates; similarity is not transitive.

NLx identities/contributions follow coordinated public occupation permissions; shown contributions are partial and not renormalized. Government source coding remains unrestricted. Full score/rank uses all retained research features. 21 shared task identities withheld.

1. No shared tasks after conservative review.

DMDC anchor 15-1212 → destination: NLx cosine 0.181; rank 23 including the anchor itself. O*NET quantitative mean specialty-pair relatedness: 2.13630142055978. O*NET score uses its own scale; it is not a cosine. These links generate candidates; similarity is not transitive.

NLx identities/contributions follow coordinated public occupation permissions; shown contributions are partial and not renormalized. Government source coding remains unrestricted. Full score/rank uses all retained research features. 16 shared task identities withheld.

1. No shared tasks after conservative review.

DMDC anchor 15-1212 → destination: NLx cosine 0.068; rank 137 including the anchor itself. O*NET quantitative mean specialty-pair relatedness: 1.91743531950664. O*NET score uses its own scale; it is not a cosine. These links generate candidates; similarity is not transitive.

NLx identities/contributions follow coordinated public occupation permissions; shown contributions are partial and not renormalized. Government source coding remains unrestricted. Full score/rank uses all retained research features. 4 shared task identities withheld.

1. Develop and document security procedures, policies, or standards. Task 22944 · cosine contribution 0.0040

   Develop critical infrastructure protection policies and procedures.

DMDC anchor 15-1212 → destination: NLx cosine 0.132; rank 54 including the anchor itself. O*NET quantitative mean specialty-pair relatedness: 0.404100079208729. O*NET score uses its own scale; it is not a cosine. These links generate candidates; similarity is not transitive.

NLx identities/contributions follow coordinated public occupation permissions; shown contributions are partial and not renormalized. Government source coding remains unrestricted. Full score/rank uses all retained research features. 11 shared task identities withheld.

1. No shared tasks after conservative review.

DMDC anchor 15-1212 → destination: NLx cosine 0.170; rank 27 including the anchor itself. O*NET quantitative mean specialty-pair relatedness: 1.66052403410445. O*NET score uses its own scale; it is not a cosine. These links generate candidates; similarity is not transitive.

NLx identities/contributions follow coordinated public occupation permissions; shown contributions are partial and not renormalized. Government source coding remains unrestricted. Full score/rank uses all retained research features. 12 shared task identities withheld.

1. No shared tasks after conservative review.

DMDC anchor 15-1212 → destination: NLx cosine 0.189; rank 20 including the anchor itself. O*NET quantitative mean specialty-pair relatedness: 0.932334037390674. O*NET score uses its own scale; it is not a cosine. These links generate candidates; similarity is not transitive.

NLx identities/contributions follow coordinated public occupation permissions; shown contributions are partial and not renormalized. Government source coding remains unrestricted. Full score/rank uses all retained research features. 18 shared task identities withheld.

1. No shared tasks after conservative review.

DMDC anchor 15-1212 → destination: NLx cosine 0.187; rank 21 including the anchor itself. O*NET quantitative mean specialty-pair relatedness: 1.95366551135734. O*NET score uses its own scale; it is not a cosine. These links generate candidates; similarity is not transitive.

NLx identities/contributions follow coordinated public occupation permissions; shown contributions are partial and not renormalized. Government source coding remains unrestricted. Full score/rank uses all retained research features. 9 shared task identities withheld.

1. No shared tasks after conservative review.

DMDC anchor 15-1212 → destination: NLx cosine 0.156; rank 33 including the anchor itself. O*NET quantitative mean specialty-pair relatedness: 1.62767508624392. O*NET score uses its own scale; it is not a cosine. These links generate candidates; similarity is not transitive.

NLx identities/contributions follow coordinated public occupation permissions; shown contributions are partial and not renormalized. Government source coding remains unrestricted. Full score/rank uses all retained research features. 11 shared task identities withheld.

1. No shared tasks after conservative review.

DMDC anchor 15-1212 → destination: NLx cosine 0.008; rank 636 including the anchor itself. O*NET quantitative mean specialty-pair relatedness: -0.486998216761996. O*NET score uses its own scale; it is not a cosine. These links generate candidates; similarity is not transitive.

NLx identities/contributions follow coordinated public occupation permissions; shown contributions are partial and not renormalized. Government source coding remains unrestricted. Full score/rank uses all retained research features. 1 shared task identities withheld.

1. No shared tasks after conservative review.

DMDC anchor 15-1212 → destination: NLx cosine 0.008; rank 638 including the anchor itself. O*NET quantitative mean specialty-pair relatedness: -1.164835322824. O*NET score uses its own scale; it is not a cosine. These links generate candidates; similarity is not transitive.

NLx identities/contributions follow coordinated public occupation permissions; shown contributions are partial and not renormalized. Government source coding remains unrestricted. Full score/rank uses all retained research features. 0 shared task identities withheld.

1. No shared tasks after conservative review.