AI JOB RISK SCANNER
O*NET-SOC 13-2051.00 / model V11 rated-task engine

Will AI replace
Financial and Investment Analysts?

Conduct quantitative analyses of information involving investment programs or financial data of public or private institutions, including valuation of businesses.

Estimated AI task exposure
31%

Low-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

15/100

Physical moat

5/100

Human moat

8/100

Rating coverage

0%

26 task statements / 0 rated

Highest-weighted occupation tasks

Advise clients on aspects of capitalization, such as amounts, sources, or timing.
No task rating: fallback weight
Analyze financial or operational performance of companies facing financial difficulties to identify or recommend remedies.
No task rating: fallback weight
Assess companies as investments for clients by examining company facilities.
No task rating: fallback weight
Collaborate on projects with other professionals, such as lawyers, accountants, or public relations experts.
No task rating: fallback weight
Collaborate with investment bankers to attract new corporate clients.
No task rating: fallback weight
Conduct financial analyses related to investments in green construction or green retrofitting projects.
No task rating: fallback weight
Confer with clients to restructure debt, refinance debt, or raise new debt.
No task rating: fallback weight
Create client presentations of plan details.
No task rating: fallback weight
Determine the prices at which securities should be syndicated and offered to the public.
No task rating: fallback weight
Develop and maintain client relationships.
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

$102,740

BLS OEWS May 2025

National employment

361,980

BLS OEWS May 2025

Projected growth

+7.2%

BLS Employment Projections 2025–2035

Average annual openings

25

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

Floor Layers, Except Carpet, Wood, and Hard Tiles

6%

25 points lower exposure • 84% profile similarity

Median wage: $56,460 Growth 2025–2035: +9.0% Annual openings: 2

more physical-world work, lower AI leverage
SAFER ALTERNATIVE

Extruding and Drawing Machine Setters, Operators, and Tenders, Metal and Plastic

5%

26 points lower exposure • 83% profile similarity

Median wage: $47,720 Growth 2025–2035: +0.7% Annual openings: 5

more physical-world work, lower AI leverage
SAFER ALTERNATIVE

Tile and Stone Setters

6%

25 points lower exposure • 84% profile similarity

Median wage: $55,690 Growth 2025–2035: +9.8% Annual openings: 3

more physical-world work, lower AI leverage
SAFER ALTERNATIVE

Paving, Surfacing, and Tamping Equipment Operators

5%

26 points lower exposure • 81% profile similarity

Median wage: $53,340 Growth 2025–2035: -0.9% Annual openings: 3

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

Plasterers and Stucco Masons

5%

26 points lower exposure • 81% profile similarity

Median wage: $57,660 Growth 2025–2035: +2.8% Annual openings: 2

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

Musical Instrument Repairers and Tuners

7%

24 points lower exposure • 84% profile similarity

Median wage: $46,420 Growth 2025–2035: +1.9% Annual openings: 1

more physical-world work, lower AI leverage

Personalized career defense protocol

AI-Proofing Plan

AUTOMATE

    AUGMENT

    • administrative support tasks
    • planning and documentation

    PROTECT

    • domain expertise
    • exception handling
    • accountability for outcomes

    LEARN

    • cross-functional business knowledge
    • risk and governance
    • basic AI literacy

    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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