AI JOB RISK SCANNER
O*NET-SOC 11-9199.01 / model V11 rated-task engine

Will AI replace
Regulatory Affairs Managers?

Plan, direct, or coordinate production activities of an organization to ensure compliance with regulations and standard operating procedures.

Estimated AI task exposure
76%

High exposure

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

27 tasks have usable Task Rating records; weighted-task coverage is 100%.

Digital/info work

69/100

Physical moat

9/100

Human moat

22/100

Rating coverage

100%

27 task statements / 27 rated

Highest-weighted occupation tasks

Develop regulatory strategies and implementation plans for the preparation and submission of new products.
Importance 94/100Relevance 100/100Frequency 43/100Weight 0.83
Review all regulatory agency submission materials to ensure timeliness, accuracy, comprehensiveness, or compliance with regulatory standards.
Importance 90/100Relevance 100/100Frequency 39/100Weight 0.81
Provide regulatory guidance to departments or development project teams regarding design, development, evaluation, or marketing of products.
Importance 82/100Relevance 100/100Frequency 46/100Weight 0.80
Direct the preparation and submission of regulatory agency applications, reports, or correspondence.
Importance 87/100Relevance 100/100Frequency 37/100Weight 0.79
Communicate regulatory information to multiple departments and ensure that information is interpreted correctly.
Importance 78/100Relevance 100/100Frequency 46/100Weight 0.79
Maintain current knowledge of relevant regulations, including proposed and final rules.
Importance 77/100Relevance 100/100Frequency 46/100Weight 0.78
Provide responses to regulatory agencies regarding product information or issues.
Importance 86/100Relevance 100/100Frequency 25/100Weight 0.76
Direct documentation efforts to ensure compliance with domestic and international regulations and standards.
Importance 74/100Relevance 100/100Frequency 41/100Weight 0.76
Review materials such as marketing literature or user manuals to ensure that regulatory agency requirements are met.
Importance 74/100Relevance 100/100Frequency 35/100Weight 0.74
Formulate or implement regulatory affairs policies and procedures to ensure that regulatory compliance is maintained or enhanced.
Importance 75/100Relevance 100/100Frequency 30/100Weight 0.73

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

$141,900

BLS OEWS May 2025

National employment

622,190

BLS OEWS May 2025

Projected growth

+4.9%

BLS Employment Projections 2025–2035

Average annual openings

101

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%

71 points lower exposure • 60% profile similarity

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

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

Helpers--Extraction Workers

5%

71 points lower exposure • 60% profile similarity

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

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

Heating, Air Conditioning, and Refrigeration Mechanics and Installers

9%

67 points lower exposure • 63% profile similarity

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

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

Millwrights

5%

71 points lower exposure • 61% profile similarity

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

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

Cement Masons and Concrete Finishers

6%

70 points lower exposure • 63% profile similarity

Median wage: $57,020 Growth 2025–2035: +1.6% Annual openings: 14

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

Outdoor Power Equipment and Other Small Engine Mechanics

5%

71 points lower exposure • 59% profile similarity

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

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

  • domain expertise
  • exception handling
  • accountability for outcomes

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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