AI JOB RISK SCANNER
O*NET-SOC 29-1229.03 / model V11 rated-task engine

Will AI replace
Urologists?

Diagnose, treat, and help prevent benign and malignant medical and surgical disorders of the genitourinary system and the renal glands.

Estimated AI task exposure
37%

Low-Moderate exposure

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

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

Digital/info work

37/100

Physical moat

20/100

Human moat

34/100

Rating coverage

100%

14 task statements / 14 rated

Highest-weighted occupation tasks

Document or review patients' histories.
Importance 94/100Relevance 100/100Frequency 84/100Weight 0.94
Diagnose or treat diseases or disorders of genitourinary organs and tracts including erectile dysfunction (ED), infertility, incontinence, bladder cancer, prostate cancer, urethral stones, or premature ejaculation.
Importance 97/100Relevance 100/100Frequency 78/100Weight 0.94
Order and interpret the results of diagnostic tests, such as prostate specific antigen (PSA) screening, to detect prostate cancer.
Importance 94/100Relevance 100/100Frequency 82/100Weight 0.93
Prescribe or administer antibiotics, antiseptics, or compresses to treat infection or injury.
Importance 94/100Relevance 100/100Frequency 74/100Weight 0.91
Treat lower urinary tract dysfunctions using equipment such as diathermy machines, catheters, cystoscopes, or radium emanation tubes.
Importance 92/100Relevance 100/100Frequency 74/100Weight 0.90
Direct the work of nurses, residents, or other staff to provide patient care.
Importance 91/100Relevance 100/100Frequency 74/100Weight 0.90
Examine patients using equipment, such as radiograph (x-ray) machines or fluoroscopes, to determine the nature and extent of disorder or injury.
Importance 95/100Relevance 95/100Frequency 70/100Weight 0.89
Provide urology consultation to physicians or other health care professionals.
Importance 92/100Relevance 100/100Frequency 65/100Weight 0.88
Prescribe medications to treat patients with erectile dysfunction (ED), infertility, or ejaculation problems.
Importance 88/100Relevance 100/100Frequency 68/100Weight 0.88
Treat urologic disorders using alternatives to traditional surgery such as extracorporeal shock wave lithotripsy, laparoscopy, or laser techniques.
Importance 93/100Relevance 99/100Frequency 60/100Weight 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

$265,930

BLS OEWS May 2025

National employment

342,720

BLS OEWS May 2025

Projected growth

+3.4%

BLS Employment Projections 2025–2035

Average annual openings

9

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%

27 points lower exposure • 83% profile similarity

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

more physical-world work, lower AI leverage
SAFER ALTERNATIVE

Butchers and Meat Cutters

5%

32 points lower exposure • 78% 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%

25 points lower exposure • 84% profile similarity

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

more physical-world work, lower AI leverage
SAFER ALTERNATIVE

Bicycle Repairers

5%

32 points lower exposure • 77% profile similarity

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

more physical-world work, lower AI leverage
SAFER ALTERNATIVE

Hazardous Materials Removal Workers

11%

26 points lower exposure • 85% profile similarity

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

more physical-world work, lower AI leverage
SAFER ALTERNATIVE

Millwrights

5%

32 points lower exposure • 78% 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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      Knowledge is your strongest upgrade.