AI JOB RISK SCANNER
O*NET-SOC 29-1229.01 / model V11 rated-task engine

Will AI replace
Allergists and Immunologists?

Diagnose, treat, and help prevent allergic diseases and disease processes affecting the immune system.

Estimated AI task exposure
51%

Moderate exposure

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

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

Digital/info work

41/100

Physical moat

7/100

Human moat

21/100

Rating coverage

100%

16 task statements / 16 rated

Highest-weighted occupation tasks

Educate patients about diagnoses, prognoses, or treatments.
Importance 95/100Relevance 100/100Frequency 90/100Weight 0.95
Document patients' medical histories.
Importance 94/100Relevance 100/100Frequency 89/100Weight 0.95
Prescribe medication such as antihistamines, antibiotics, and nasal, oral, topical, or inhaled glucocorticosteroids.
Importance 94/100Relevance 98/100Frequency 89/100Weight 0.95
Diagnose or treat allergic or immunologic conditions.
Importance 95/100Relevance 97/100Frequency 89/100Weight 0.95
Develop individualized treatment plans for patients, considering patient preferences, clinical data, or the risks and benefits of therapies.
Importance 93/100Relevance 99/100Frequency 89/100Weight 0.94
Order or perform diagnostic tests such as skin pricks and intradermal, patch, or delayed hypersensitivity tests.
Importance 95/100Relevance 99/100Frequency 84/100Weight 0.94
Interpret diagnostic test results to make appropriate differential diagnoses.
Importance 94/100Relevance 98/100Frequency 85/100Weight 0.94
Provide therapies, such as allergen immunotherapy or immunoglobin therapy, to treat immune conditions.
Importance 92/100Relevance 99/100Frequency 84/100Weight 0.93
Conduct physical examinations of patients.
Importance 90/100Relevance 99/100Frequency 87/100Weight 0.93
Assess the risks and benefits of therapies for allergic and immunologic disorders.
Importance 88/100Relevance 98/100Frequency 79/100Weight 0.89

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

Helpers--Extraction Workers

5%

46 points lower exposure • 73% profile similarity

Median wage: $47,730 Growth 2025–2035: +1.7% Annual openings: 1

more physical-world work, lower AI leverage
SAFER ALTERNATIVE

Electric Motor, Power Tool, and Related Repairers

5%

46 points lower exposure • 72% profile similarity

Median wage: $56,210 Growth 2025–2035: +4.4% Annual openings: 1

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

Heating, Air Conditioning, and Refrigeration Mechanics and Installers

9%

42 points lower exposure • 75% profile similarity

Median wage: $61,010 Growth 2025–2035: +10.9% Annual openings: 41

more physical-world work, lower AI leverage
SAFER ALTERNATIVE

Millwrights

5%

46 points lower exposure • 73% profile similarity

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

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

Farmworkers and Laborers, Crop, Nursery, and Greenhouse

8%

43 points lower exposure • 75% profile similarity

Median wage: $35,660 Growth 2025–2035: -2.4% Annual openings: 72

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

Cement Masons and Concrete Finishers

6%

45 points lower exposure • 75% profile similarity

Median wage: $57,020 Growth 2025–2035: +1.6% Annual openings: 14

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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