AI JOB RISK SCANNER
O*NET-SOC 31-1131.00 / model V11 rated-task engine

Will AI replace
Nursing Assistants?

Provide or assist with basic care or support under the direction of onsite licensed nursing staff. Perform duties such as monitoring of health status, feeding, bathing, dressing, grooming, toileting, or ambulation of patients in a health or nursing facility. May include medication administration and other health-related tasks. Includes nursing care attendants, nursing aides, and nursing attendants.

Estimated AI task exposure
42%

Moderate exposure

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

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

Digital/info work

44/100

Physical moat

30/100

Human moat

26/100

Rating coverage

100%

33 task statements / 33 rated

Highest-weighted occupation tasks

Answer patient call signals, signal lights, bells, or intercom systems to determine patients' needs.
Importance 92/100Relevance 94/100Frequency 90/100Weight 0.92
Turn or reposition bedridden patients.
Importance 94/100Relevance 95/100Frequency 82/100Weight 0.91
Provide physical support to assist patients to perform daily living activities, such as getting out of bed, bathing, dressing, using the toilet, standing, walking, or exercising.
Importance 88/100Relevance 100/100Frequency 81/100Weight 0.91
Feed patients or assist patients to eat or drink.
Importance 91/100Relevance 96/100Frequency 77/100Weight 0.89
Document or otherwise report observations of patient behavior, complaints, or physical symptoms to nurses.
Importance 88/100Relevance 100/100Frequency 74/100Weight 0.89
Communicate with patients to ascertain feelings or need for assistance or social and emotional support.
Importance 85/100Relevance 99/100Frequency 77/100Weight 0.88
Undress, wash, and dress patients who are unable to do so for themselves.
Importance 86/100Relevance 97/100Frequency 74/100Weight 0.87
Lift or assist others to lift patients to move them on or off beds, examination tables, surgical tables, or stretchers.
Importance 85/100Relevance 91/100Frequency 76/100Weight 0.85
Change bed linens or make beds.
Importance 81/100Relevance 97/100Frequency 72/100Weight 0.85
Observe or examine patients to detect symptoms that may require medical attention, such as bruises, open wounds, or blood in urine.
Importance 86/100Relevance 94/100Frequency 70/100Weight 0.85

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

$42,260

BLS OEWS May 2025

National employment

1,448,910

BLS OEWS May 2025

Projected growth

+2.6%

BLS Employment Projections 2025–2035

Average annual openings

196

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

Millwrights

5%

37 points lower exposure • 79% profile similarity

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

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

Electric Motor, Power Tool, and Related Repairers

5%

37 points lower exposure • 77% profile similarity

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

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

Bicycle Repairers

5%

37 points lower exposure • 77% profile similarity

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

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

Hydroelectric Production Managers

10%

32 points lower exposure • 80% profile similarity

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

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

Heating, Air Conditioning, and Refrigeration Mechanics and Installers

9%

33 points lower exposure • 80% profile similarity

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

more physical-world work, lower AI leverage
SAFER ALTERNATIVE

Helpers--Extraction Workers

5%

37 points lower exposure • 76% profile similarity

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

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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