AI JOB RISK SCANNER
O*NET-SOC 29-2036.00 / model V11 rated-task engine

Will AI replace
Medical Dosimetrists?

Generate radiation treatment plans, develop radiation dose calculations, communicate and supervise the treatment plan implementation, and consult with members of radiation oncology team.

Estimated AI task exposure
53%

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

58/100

Physical moat

23/100

Human moat

43/100

Rating coverage

100%

19 task statements / 19 rated

Highest-weighted occupation tasks

Design the arrangement of radiation fields to reduce exposure to critical patient structures, such as organs, using computers, manuals, and guides.
Importance 97/100Relevance 100/100Frequency 89/100Weight 0.96
Identify and outline bodily structures, using imaging procedures, such as x-ray, magnetic resonance imaging, computed tomography, or positron emission tomography.
Importance 95/100Relevance 100/100Frequency 88/100Weight 0.95
Plan the use of beam modifying devices, such as compensators, shields, and wedge filters, to ensure safe and effective delivery of radiation treatment.
Importance 95/100Relevance 100/100Frequency 86/100Weight 0.95
Calculate the delivery of radiation treatment, such as the amount or extent of radiation per session, based on the prescribed course of radiation therapy.
Importance 95/100Relevance 100/100Frequency 85/100Weight 0.94
Calculate, or verify calculations of, prescribed radiation doses.
Importance 94/100Relevance 100/100Frequency 83/100Weight 0.94
Develop radiation treatment plans in consultation with members of the radiation oncology team.
Importance 92/100Relevance 100/100Frequency 79/100Weight 0.92
Create and transfer reference images and localization markers for treatment delivery, using image-guided radiation therapy.
Importance 87/100Relevance 95/100Frequency 81/100Weight 0.88
Supervise or perform simulations for tumor localizations, using imaging methods such as magnetic resonance imaging, computed tomography, or positron emission tomography scans.
Importance 90/100Relevance 95/100Frequency 63/100Weight 0.85
Advise oncology team members on use of beam modifying or immobilization devices in radiation treatment plans.
Importance 79/100Relevance 100/100Frequency 68/100Weight 0.84
Record patient information, such as radiation doses administered, in patient records.
Importance 83/100Relevance 80/100Frequency 68/100Weight 0.78

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

$147,470

BLS OEWS May 2025

National employment

3,410

BLS OEWS May 2025

Projected growth

+5.0%

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

Chefs and Head Cooks

12%

41 points lower exposure • 76% profile similarity

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

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

Hydroelectric Production Managers

10%

43 points lower exposure • 74% 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%

48 points lower exposure • 68% profile similarity

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

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

Bus Drivers, Transit and Intercity

22%

31 points lower exposure • 82% profile similarity

Median wage: $59,050 Growth 2025–2035: +4.1% Annual openings: 21

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

Hazardous Materials Removal Workers

11%

42 points lower exposure • 74% profile similarity

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

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

Shampooers

23%

30 points lower exposure • 83% profile similarity

Median wage: $32,600 Growth 2025–2035: +5.6% Annual openings: 2

more physical-world work, less digital task exposure

Personalized career defense protocol

AI-Proofing Plan

AUTOMATE

  • routine information gathering
  • first-pass document drafting
  • standard reporting and summarization
  • repeatable administrative workflows

AUGMENT

  • research and analysis
  • quality checking AI-generated work
  • decision preparation
  • scenario generation

PROTECT

  • domain expertise
  • exception handling
  • accountability for outcomes

LEARN

  • AI-assisted research
  • workflow automation
  • data literacy
  • prompt and workflow design
  • AI output verification

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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