AI JOB RISK SCANNER
O*NET-SOC 29-1214.00 / model V11 rated-task engine

Will AI replace
Emergency Medicine Physicians?

Make immediate medical decisions and act to prevent death or further disability. Provide immediate recognition, evaluation, care, stabilization, and disposition of patients. May direct emergency medical staff in an emergency department.

Estimated AI task exposure
52%

Moderate exposure

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

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

Digital/info work

48/100

Physical moat

13/100

Human moat

32/100

Rating coverage

100%

17 task statements / 17 rated

Highest-weighted occupation tasks

Select, request, perform, or interpret diagnostic procedures, such as laboratory tests, electrocardiograms, emergency ultrasounds, and radiographs.
Importance 100/100Relevance 100/100Frequency 99/100Weight 1.00
Evaluate patients' vital signs or laboratory data to determine emergency intervention needs and priority of treatment.
Importance 100/100Relevance 100/100Frequency 99/100Weight 1.00
Analyze records, examination information, or test results to diagnose medical conditions.
Importance 98/100Relevance 100/100Frequency 98/100Weight 0.99
Conduct primary patient assessments that include information from prior medical care.
Importance 96/100Relevance 100/100Frequency 98/100Weight 0.98
Monitor patients' conditions, and reevaluate treatments, as necessary.
Importance 96/100Relevance 100/100Frequency 97/100Weight 0.98
Select and prescribe medications to address patient needs.
Importance 93/100Relevance 100/100Frequency 97/100Weight 0.97
Direct and coordinate activities of nurses, assistants, specialists, residents, and other medical staff.
Importance 93/100Relevance 100/100Frequency 96/100Weight 0.96
Communicate likely outcomes of medical diseases or traumatic conditions to patients or their representatives.
Importance 96/100Relevance 100/100Frequency 90/100Weight 0.96
Collect and record patient information, such as medical history or examination results, in electronic or handwritten medical records.
Importance 89/100Relevance 100/100Frequency 99/100Weight 0.96
Consult with hospitalists and other professionals, such as social workers, regarding patients' hospital admission, continued observation, transition of care, or discharge.
Importance 96/100Relevance 100/100Frequency 87/100Weight 0.96

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

$335,550

BLS OEWS May 2025

National employment

32,880

BLS OEWS May 2025

Projected growth

+3.2%

BLS Employment Projections 2025–2035

Average annual openings

1

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%

42 points lower exposure • 76% profile similarity

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

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

Bicycle Repairers

5%

47 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

Butchers and Meat Cutters

5%

47 points lower exposure • 71% 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%

40 points lower exposure • 76% profile similarity

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

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

Hazardous Materials Removal Workers

11%

41 points lower exposure • 77% profile similarity

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

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

Millwrights

5%

47 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
      I am your guide.
      Knowledge is your strongest upgrade.