AI JOB RISK SCANNER
O*NET-SOC 13-2054.00 / model V11 rated-task engine

Will AI replace
Financial Risk Specialists?

Analyze and measure exposure to credit and market risk threatening the assets, earning capacity, or economic state of an organization. May make recommendations to limit risk.

Estimated AI task exposure
48%

Moderate exposure

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

O*NET Task Ratings are not available for this occupation; V11 uses the documented fallback task/work-activity model.

Digital/info work

29/100

Physical moat

0/100

Human moat

0/100

Rating coverage

0%

30 task statements / 0 rated

Highest-weighted occupation tasks

Analyze areas of potential risk to the assets, earning capacity, or success of organizations.
No task rating: fallback weight
Analyze new legislation to determine impact on risk exposure.
No task rating: fallback weight
Conduct statistical analyses to quantify risk, using statistical analysis software or econometric models.
No task rating: fallback weight
Confer with traders to identify and communicate risks associated with specific trading strategies or positions.
No task rating: fallback weight
Consult financial literature to ensure use of the latest models or statistical techniques.
No task rating: fallback weight
Contribute to development of risk management systems.
No task rating: fallback weight
Determine potential environmental impacts of new products or processes on long-term growth and profitability.
No task rating: fallback weight
Develop contingency plans to deal with emergencies.
No task rating: fallback weight
Develop or implement risk-assessment models or methodologies.
No task rating: fallback weight
Devise scenario analyses reflecting possible severe market events.
No task rating: fallback weight

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

$117,330

BLS OEWS May 2025

National employment

63,850

BLS OEWS May 2025

Projected growth

+7.4%

BLS Employment Projections 2025–2035

Average annual openings

5

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

Electrical and Electronics Installers and Repairers, Transportation Equipment

5%

43 points lower exposure • 72% profile similarity

Median wage: $84,890 Growth 2025–2035: +5.4% Annual openings: 0

stronger human/judgment moat, more physical-world work
SAFER ALTERNATIVE

Motorboat Mechanics and Service Technicians

5%

43 points lower exposure • 72% profile similarity

Median wage: $57,550 Growth 2025–2035: +4.9% Annual openings: 3

stronger human/judgment moat, more physical-world work
SAFER ALTERNATIVE

Home Appliance Repairers

5%

43 points lower exposure • 72% profile similarity

Median wage: $50,990 Growth 2025–2035: +1.9% Annual openings: 3

stronger human/judgment moat, more physical-world work
SAFER ALTERNATIVE

Mobile Heavy Equipment Mechanics, Except Engines

5%

43 points lower exposure • 71% profile similarity

Median wage: $65,510 Growth 2025–2035: +6.7% Annual openings: 15

stronger human/judgment moat, more physical-world work
SAFER ALTERNATIVE

Signal and Track Switch Repairers

5%

43 points lower exposure • 72% profile similarity

Median wage: $92,460 Growth 2025–2035: +1.8% Annual openings: 1

stronger human/judgment moat, more physical-world work
SAFER ALTERNATIVE

Riggers

6%

42 points lower exposure • 73% profile similarity

Median wage: $62,640 Growth 2025–2035: +3.9% Annual openings: 2

stronger human/judgment moat, more physical-world work

Personalized career defense protocol

AI-Proofing Plan

AUTOMATE

    AUGMENT

      PROTECT

      • domain expertise
      • exception handling
      • accountability for outcomes

      LEARN

      • cross-functional business knowledge
      • risk and governance

      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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