AI JOB RISK SCANNER
O*NET-SOC 35-9021.00 / model V11 rated-task engine

Will AI replace
Dishwashers?

Clean dishes, kitchen, food preparation equipment, or utensils.

Estimated AI task exposure
5%

Low exposure

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

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

Digital/info work

9/100

Physical moat

67/100

Human moat

11/100

Rating coverage

100%

13 task statements / 13 rated

Highest-weighted occupation tasks

Wash dishes, glassware, flatware, pots, or pans, using dishwashers or by hand.
Importance 87/100Relevance 93/100Frequency 88/100Weight 0.90
Place clean dishes, utensils, or cooking equipment in storage areas.
Importance 83/100Relevance 100/100Frequency 84/100Weight 0.90
Maintain kitchen work areas, equipment, or utensils in clean and orderly condition.
Importance 86/100Relevance 94/100Frequency 85/100Weight 0.89
Sweep or scrub floors.
Importance 80/100Relevance 100/100Frequency 74/100Weight 0.86
Stock supplies, such as food or utensils, in serving stations, cupboards, refrigerators, or salad bars.
Importance 73/100Relevance 89/100Frequency 73/100Weight 0.79
Sort and remove trash, placing it in designated pickup areas.
Importance 70/100Relevance 92/100Frequency 71/100Weight 0.78
Clean or prepare various foods for cooking or serving.
Importance 71/100Relevance 75/100Frequency 71/100Weight 0.72
Clean garbage cans with water or steam.
Importance 66/100Relevance 90/100Frequency 55/100Weight 0.72
Transfer supplies or equipment between storage and work areas, by hand or using hand trucks.
Importance 68/100Relevance 68/100Frequency 67/100Weight 0.68
Receive and store supplies.
Importance 66/100Relevance 68/100Frequency 60/100Weight 0.65

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

$34,810

BLS OEWS May 2025

National employment

477,450

BLS OEWS May 2025

Projected growth

-1.0%

BLS Employment Projections 2025–2035

Average annual openings

69

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

Maids and Housekeeping Cleaners

5%

similar low-exposure profile • 98% profile similarity

Median wage: $35,510 Growth 2025–2035: +0.6% Annual openings: 176

similar work profile with lower modeled exposure
SAFER ALTERNATIVE

Dredge Operators

5%

similar low-exposure profile • 98% profile similarity

Median wage: $49,640 Growth 2025–2035: +0.7% Annual openings: 0

similar work profile with lower modeled exposure
SAFER ALTERNATIVE

Dining Room and Cafeteria Attendants and Bartender Helpers

5%

similar low-exposure profile • 97% profile similarity

Median wage: $33,980 Growth 2025–2035: +5.3% Annual openings: 95

similar work profile with lower modeled exposure
SAFER ALTERNATIVE

Shoe and Leather Workers and Repairers

5%

similar low-exposure profile • 97% profile similarity

Median wage: $37,800 Growth 2025–2035: -6.5% Annual openings: 1

similar work profile with lower modeled exposure
SAFER ALTERNATIVE

Rock Splitters, Quarry

5%

similar low-exposure profile • 95% profile similarity

Median wage: $48,740 Growth 2025–2035: +5.8% Annual openings: 0

more physical-world work
SAFER ALTERNATIVE

Landscaping and Groundskeeping Workers

5%

similar low-exposure profile • 95% profile similarity

Median wage: $39,150 Growth 2025–2035: +4.7% Annual openings: 150

stronger human/judgment moat

Personalized career defense protocol

AI-Proofing Plan

AUTOMATE

    AUGMENT

    • administrative support tasks
    • planning and documentation

    PROTECT

    • physical-world execution
    • on-site troubleshooting
    • dexterity and equipment interaction

    LEARN

    • AI-assisted diagnostics
    • digital documentation
    • basic AI literacy

    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.