AI JOB RISK SCANNER
O*NET-SOC 29-1141.00 / model V11 rated-task engine

Will AI replace
Registered Nurses?

Assess patient health problems and needs, develop and implement nursing care plans, and maintain medical records. Administer nursing care to ill, injured, convalescent, or disabled patients. May advise patients on health maintenance and disease prevention or provide case management. Licensing or registration required.

Estimated AI task exposure
61%

High exposure

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

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

Digital/info work

59/100

Physical moat

17/100

Human moat

32/100

Rating coverage

100%

27 task statements / 27 rated

Highest-weighted occupation tasks

Record patients' medical information and vital signs.
Importance 94/100Relevance 100/100Frequency 80/100Weight 0.93
Administer medications to patients and monitor patients for reactions or side effects.
Importance 92/100Relevance 100/100Frequency 77/100Weight 0.91
Maintain accurate, detailed reports and records.
Importance 92/100Relevance 97/100Frequency 80/100Weight 0.91
Monitor, record, and report symptoms or changes in patients' conditions.
Importance 90/100Relevance 93/100Frequency 78/100Weight 0.88
Monitor all aspects of patient care, including diet and physical activity.
Importance 86/100Relevance 96/100Frequency 77/100Weight 0.88
Consult and coordinate with healthcare team members to assess, plan, implement, or evaluate patient care plans.
Importance 87/100Relevance 93/100Frequency 71/100Weight 0.85
Instruct individuals, families, or other groups on topics such as health education, disease prevention, or childbirth and develop health improvement programs.
Importance 84/100Relevance 90/100Frequency 63/100Weight 0.81
Direct or supervise less-skilled nursing or healthcare personnel or supervise a particular unit.
Importance 86/100Relevance 80/100Frequency 74/100Weight 0.81
Modify patient treatment plans as indicated by patients' responses and conditions.
Importance 84/100Relevance 84/100Frequency 64/100Weight 0.79
Prepare patients for and assist with examinations or treatments.
Importance 76/100Relevance 93/100Frequency 60/100Weight 0.79

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

$97,550

BLS OEWS May 2025

National employment

3,379,720

BLS OEWS May 2025

Projected growth

+5.6%

BLS Employment Projections 2025–2035

Average annual openings

181

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%

51 points lower exposure • 71% 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%

56 points lower exposure • 67% 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%

56 points lower exposure • 66% 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%

49 points lower exposure • 72% 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%

50 points lower exposure • 73% 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%

56 points lower exposure • 67% 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

  • 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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