AI JOB RISK SCANNER
O*NET-SOC 29-1212.00 / model V11 rated-task engine

Will AI replace
Cardiologists?

Diagnose, treat, manage, and prevent diseases or conditions of the cardiovascular system. May further subspecialize in interventional procedures (e.g., balloon angioplasty and stent placement), echocardiography, or electrophysiology.

Estimated AI task exposure
35%

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

18/100

Physical moat

3/100

Human moat

8/100

Rating coverage

0%

25 task statements / 0 rated

Highest-weighted occupation tasks

Administer emergency cardiac care for life-threatening heart problems, such as cardiac arrest and heart attack.
No task rating: fallback weight
Advise patients and community members concerning diet, activity, hygiene, or disease prevention.
No task rating: fallback weight
Answer questions that patients have about their health and well-being.
No task rating: fallback weight
Calculate valve areas from blood flow velocity measurements.
No task rating: fallback weight
Compare measurements of heart wall thickness and chamber sizes to standards to identify abnormalities, using the results of an echocardiogram.
No task rating: fallback weight
Conduct electrocardiogram (EKG), phonocardiogram, echocardiogram, or other cardiovascular tests to record patients' cardiac activity, using specialized electronic test equipment, recording devices, or laboratory instruments.
No task rating: fallback weight
Conduct exercise electrocardiogram tests to monitor cardiovascular activity under stress.
No task rating: fallback weight
Conduct research to develop or test medications, treatments, or procedures that prevent or control disease or injury.
No task rating: fallback weight
Conduct tests of the pulmonary system, using a spirometer or other respiratory testing equipment.
No task rating: fallback weight
Design and explain treatment plans, based on patient information such as medical history, reports, and examination results.
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

$496,010

BLS OEWS May 2025

National employment

17,290

BLS OEWS May 2025

Projected growth

+4.8%

BLS Employment Projections 2025–2035

Average annual openings

0

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

Roofers

5%

30 points lower exposure • 80% profile similarity

Median wage: $55,440 Growth 2025–2035: +5.3% Annual openings: 12

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

Floor Layers, Except Carpet, Wood, and Hard Tiles

6%

29 points lower exposure • 82% profile similarity

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

more physical-world work, lower AI leverage
SAFER ALTERNATIVE

Pourers and Casters, Metal

5%

30 points lower exposure • 80% profile similarity

Median wage: $51,810 Growth 2025–2035: -5.0% Annual openings: 0

more physical-world work, lower AI leverage
SAFER ALTERNATIVE

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

5%

30 points lower exposure • 81% 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%

29 points lower exposure • 82% profile similarity

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

more physical-world work, lower AI leverage
SAFER ALTERNATIVE

Forest and Conservation Workers

5%

30 points lower exposure • 80% profile similarity

Median wage: $43,680 Growth 2025–2035: -1.5% Annual openings: 2

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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