AI JOB RISK SCANNER
O*NET-SOC 39-9011.01 / model V11 rated-task engine

Will AI replace
Nannies?

Care for children in private households and provide support and expertise to parents in satisfying children's physical, emotional, intellectual, and social needs. Duties may include meal planning and preparation, laundry and clothing care, organization of play activities and outings, discipline, intellectual stimulation, language activities, and transportation.

Estimated AI task exposure
49%

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

48/100

Physical moat

20/100

Human moat

32/100

Rating coverage

100%

19 task statements / 19 rated

Highest-weighted occupation tasks

Instruct and assist children in the development of health and personal habits, such as eating, resting, and toilet behavior.
Importance 96/100Relevance 100/100Frequency 87/100Weight 0.95
Instruct children in safe behavior, such as seeking adult assistance when crossing the street and avoiding contact with unsafe objects.
Importance 98/100Relevance 100/100Frequency 77/100Weight 0.94
Remove hazards and develop appropriate boundaries and rules to create a safe environment for children.
Importance 97/100Relevance 100/100Frequency 79/100Weight 0.94
Teach and perform age-appropriate activities, such as lap play, reading, and arts and crafts, to encourage intellectual development of children.
Importance 94/100Relevance 100/100Frequency 83/100Weight 0.93
Model appropriate social behaviors and encourage concern for others to cultivate development of interpersonal relationships and communication skills.
Importance 92/100Relevance 100/100Frequency 85/100Weight 0.93
Help prepare and serve nutritionally balanced meals and snacks for children.
Importance 93/100Relevance 100/100Frequency 81/100Weight 0.93
Regulate children's rest periods and nap schedules.
Importance 96/100Relevance 96/100Frequency 74/100Weight 0.90
Organize and conduct age-appropriate recreational activities, such as games, arts and crafts, sports, walks, and play dates.
Importance 89/100Relevance 100/100Frequency 76/100Weight 0.90
Perform housekeeping and cleaning duties related to children's care.
Importance 78/100Relevance 100/100Frequency 77/100Weight 0.86
Assign appropriate chores and praise targeted behaviors to encourage development of self-control, self-confidence, and responsibility.
Importance 88/100Relevance 92/100Frequency 73/100Weight 0.86

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

$34,980

BLS OEWS May 2025

National employment

518,910

BLS OEWS May 2025

Projected growth

-2.0%

BLS Employment Projections 2025–2035

Average annual openings

150

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%

39 points lower exposure • 77% 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%

44 points lower exposure • 73% 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%

44 points lower exposure • 72% 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%

37 points lower exposure • 78% 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%

38 points lower exposure • 79% 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%

44 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

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
      I am your guide.
      Knowledge is your strongest upgrade.