AI JOB RISK SCANNER
O*NET-SOC 53-6051.00 / model V11 rated-task engine

Will AI replace
Transportation Inspectors?

Inspect equipment or goods in connection with the safe transport of cargo or people. Includes rail transportation inspectors, such as freight inspectors, rail inspectors, and other inspectors of transportation vehicles not elsewhere classified.

Estimated AI task exposure
44%

Moderate exposure

V11 weights occupation tasks using O*NET Importance, Relevance and Frequency ratings instead of treating every task equally.

14 tasks have usable Task Rating records; weighted-task coverage is 82%.

Digital/info work

59/100

Physical moat

60/100

Human moat

23/100

Rating coverage

82%

17 task statements / 14 rated

Highest-weighted occupation tasks

Record details about freight conditions, handling of freight, and any problems encountered.
Importance 85/100Relevance 97/100Frequency 51/100Weight 0.81
Prepare and submit reports after completion of freight shipments.
Importance 88/100Relevance 90/100Frequency 53/100Weight 0.80
Inspect loaded cargo, cargo lashed to decks or in storage facilities, and cargo handling devices to determine compliance with health and safety regulations and need for maintenance.
Importance 76/100Relevance 90/100Frequency 50/100Weight 0.75
Inspect shipments to ensure that freight is securely braced and blocked.
Importance 86/100Relevance 84/100Frequency 43/100Weight 0.75
Observe loading of freight to ensure that crews comply with procedures.
Importance 77/100Relevance 86/100Frequency 43/100Weight 0.72
Notify workers of any special treatment required for shipments.
Importance 75/100Relevance 87/100Frequency 38/100Weight 0.70
Direct crews to reload freight or to insert additional bracing or packing as necessary.
Importance 74/100Relevance 75/100Frequency 38/100Weight 0.65
Recommend remedial procedures to correct any violations found during inspections.
Importance 76/100Relevance 73/100Frequency 37/100Weight 0.65
Determine cargo transportation capabilities by reading documents that set forth cargo loading and securing procedures, capacities, and stability factors.
Importance 72/100Relevance 77/100Frequency 35/100Weight 0.65
Check temperatures and humidities of shipping and storage areas to ensure that they are at appropriate levels to protect cargo.
Importance 73/100Relevance 76/100Frequency 34/100Weight 0.64

Task weighting

Each rated task receives a composite weight: 38% relevance, 37% importance and 25% frequency. Core tasks receive a small additional multiplier. Low-precision rows flagged by O*NET for suppression are excluded.

Occupation scoring

When rating coverage is strong, rated tasks contribute 60% of the digital, physical and human task signals and Work Activities contribute 40%. Lower-coverage occupations automatically rely more on Work Activities.

U.S. labor market

BLS Wage & Employment Outlook

Median annual wage

$92,100

BLS OEWS May 2025

National employment

24,500

BLS OEWS May 2025

Projected growth

+2.2%

BLS Employment Projections 2025–2035

Average annual openings

2

BLS Employment Projections 2025–2035

BLS labor-market figures are separate from the site's AI-exposure model. Missing values mean a compatible detailed BLS occupation estimate was not published or could not be mapped.

Career pivot radar

Safer Career Alternatives

These options are selected from the same 923-occupation model. They favor a similar task/work profile with meaningfully lower estimated AI exposure. They are suggestions for exploration, not guarantees of job fit.

SAFER ALTERNATIVE

Electric Motor, Power Tool, and Related Repairers

5%

39 points lower exposure • 79% profile similarity

Median wage: $56,210 Growth 2025–2035: +4.4% Annual openings: 1

more physical-world work, less digital task exposure
SAFER ALTERNATIVE

Heating, Air Conditioning, and Refrigeration Mechanics and Installers

9%

35 points lower exposure • 81% profile similarity

Median wage: $61,010 Growth 2025–2035: +10.9% Annual openings: 41

more physical-world work, less digital task exposure
SAFER ALTERNATIVE

Helpers--Extraction Workers

5%

39 points lower exposure • 78% profile similarity

Median wage: $47,730 Growth 2025–2035: +1.7% Annual openings: 1

more physical-world work, less digital task exposure
SAFER ALTERNATIVE

Millwrights

5%

39 points lower exposure • 80% profile similarity

Median wage: $65,700 Growth 2025–2035: +0.9% Annual openings: 3

more physical-world work, less digital task exposure
SAFER ALTERNATIVE

Outdoor Power Equipment and Other Small Engine Mechanics

5%

39 points lower exposure • 78% profile similarity

Median wage: $47,880 Growth 2025–2035: +2.3% Annual openings: 4

more physical-world work, less digital task exposure
SAFER ALTERNATIVE

Bicycle Repairers

5%

39 points lower exposure • 77% profile similarity

Median wage: $42,780 Growth 2025–2035: -5.7% Annual openings: 1

more physical-world work, less digital task exposure

Personalized career defense protocol

AI-Proofing Plan

AUTOMATE

  • routine information gathering
  • first-pass document drafting
  • standard reporting and summarization
  • repeatable administrative workflows

AUGMENT

  • research and analysis
  • quality checking AI-generated work
  • decision preparation
  • scenario generation

PROTECT

  • physical-world execution
  • on-site troubleshooting
  • dexterity and equipment interaction

LEARN

  • AI-assisted research
  • workflow automation
  • data literacy
  • prompt and workflow design
  • AI output verification

AI-PROOFING RESOURCES

What this score does not mean

The percentage is a comparative task-exposure index. It is not the probability that this occupation disappears, that a worker is laid off, or that AI can perform the entire job.

New in V11

Find a Safer Career Path

High exposure does not mean starting over. V11 compares your occupation with the other 922 O*NET occupations and surfaces lower-exposure options with similar work profiles.

EXPLORE CAREER ALTERNATIVES
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