AI JOB RISK SCANNER
O*NET-SOC 29-1216.00 / model V11 rated-task engine

Will AI replace
General Internal Medicine Physicians?

Diagnose and provide nonsurgical treatment for a wide range of diseases and injuries of internal organ systems. Provide care mainly for adults and adolescents, and are based primarily in an outpatient care setting.

Estimated AI task exposure
49%

Moderate exposure

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

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

Digital/info work

48/100

Physical moat

16/100

Human moat

35/100

Rating coverage

100%

19 task statements / 19 rated

Highest-weighted occupation tasks

Analyze records, reports, test results, or examination information to diagnose medical condition of patient.
Importance 88/100Relevance 100/100Frequency 89/100Weight 0.93
Prescribe or administer medication, therapy, and other specialized medical care to treat or prevent illness, disease, or injury.
Importance 87/100Relevance 100/100Frequency 90/100Weight 0.93
Explain procedures and discuss test results or prescribed treatments with patients.
Importance 86/100Relevance 100/100Frequency 88/100Weight 0.92
Manage and treat common health problems, such as infections, influenza or pneumonia, as well as serious, chronic, and complex illnesses, in adolescents, adults, and the elderly.
Importance 86/100Relevance 99/100Frequency 88/100Weight 0.92
Treat internal disorders, such as hypertension, heart disease, diabetes, or problems of the lung, brain, kidney, or gastrointestinal tract.
Importance 87/100Relevance 100/100Frequency 86/100Weight 0.92
Advise patients and community members concerning diet, activity, hygiene, and disease prevention.
Importance 84/100Relevance 100/100Frequency 85/100Weight 0.90
Collect, record, and maintain patient information, such as medical history, reports, or examination results.
Importance 81/100Relevance 100/100Frequency 90/100Weight 0.90
Monitor patients' conditions and progress and reevaluate treatments as necessary.
Importance 82/100Relevance 100/100Frequency 87/100Weight 0.90
Provide and manage long-term, comprehensive medical care, including diagnosis and nonsurgical treatment of diseases, for adult patients in an office or hospital.
Importance 86/100Relevance 96/100Frequency 83/100Weight 0.89
Make diagnoses when different illnesses occur together or in situations where the diagnosis may be obscure.
Importance 84/100Relevance 100/100Frequency 74/100Weight 0.87

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

$256,560

BLS OEWS May 2025

National employment

67,150

BLS OEWS May 2025

Projected growth

+4.0%

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

Hydroelectric Production Managers

10%

39 points lower exposure • 77% profile similarity

Median wage: $126,060 Growth 2025–2035: +2.6% Annual openings: 17

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

Butchers and Meat Cutters

5%

44 points lower exposure • 72% profile similarity

Median wage: $40,140 Growth 2025–2035: +2.4% Annual openings: 15

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

Chefs and Head Cooks

12%

37 points lower exposure • 78% profile similarity

Median wage: $62,470 Growth 2025–2035: +6.6% Annual openings: 25

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

Hazardous Materials Removal Workers

11%

38 points lower exposure • 79% profile similarity

Median wage: $49,450 Growth 2025–2035: +1.5% Annual openings: 4

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

Bicycle Repairers

5%

44 points lower exposure • 71% profile similarity

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

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

Millwrights

5%

44 points lower exposure • 71% profile similarity

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

more physical-world work, less digital task exposure

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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