AI JOB SCANNER
O*NET-SOC 37-1011.00 / model V14 rated-task + local-market engine

Will AI replace
First-Line Supervisors of Housekeeping and Janitorial Workers?

Directly supervise and coordinate work activities of cleaning personnel in hotels, hospitals, offices, and other establishments.

Estimated AI task exposure
26%

Low-Moderate exposure

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

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

Digital/info work

40/100

Physical moat

48/100

Human moat

39/100

Rating coverage

100%

26 task statements / 26 rated

Highest-weighted occupation tasks

Inspect work performed to ensure that it meets specifications and established standards.
Importance 84/100Relevance 100/100Frequency 71/100Weight 0.87
Perform or assist with cleaning duties as necessary.
Importance 84/100Relevance 97/100Frequency 66/100Weight 0.84
Advise managers, desk clerks, or admitting personnel of rooms ready for occupancy.
Importance 84/100Relevance 79/100Frequency 75/100Weight 0.80
Check and maintain equipment to ensure that it is in working order.
Importance 80/100Relevance 88/100Frequency 66/100Weight 0.79
Issue supplies and equipment to workers.
Importance 80/100Relevance 90/100Frequency 61/100Weight 0.79
Coordinate activities with other departments to ensure that services are provided in an efficient and timely manner.
Importance 78/100Relevance 90/100Frequency 60/100Weight 0.78
Select the most suitable cleaning materials for different types of linens, furniture, flooring, and surfaces.
Importance 85/100Relevance 83/100Frequency 55/100Weight 0.77
Recommend or arrange for additional services, such as painting, repair work, renovations, and the replacement of furnishings and equipment.
Importance 78/100Relevance 90/100Frequency 52/100Weight 0.76
Establish and implement operational standards and procedures for the departments supervised.
Importance 82/100Relevance 84/100Frequency 57/100Weight 0.76
Inspect and evaluate the physical condition of facilities to determine the type of work required.
Importance 82/100Relevance 80/100Frequency 62/100Weight 0.76

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

$49,100

BLS OEWS May 2025

National employment

178,760

BLS OEWS May 2025

Projected growth

+3.2%

BLS Employment Projections 2025–2035

Average annual openings

31

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.

CHECK PAY WHERE YOU LIVE

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%

16 points lower exposure • 90% profile similarity

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

more physical-world work, lower AI leverage
SAFER ALTERNATIVE

Chefs and Head Cooks

12%

14 points lower exposure • 92% profile similarity

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

more physical-world work
SAFER ALTERNATIVE

Butchers and Meat Cutters

5%

21 points lower exposure • 84% profile similarity

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

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

Hazardous Materials Removal Workers

11%

15 points lower exposure • 90% profile similarity

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

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

Bicycle Repairers

5%

21 points lower exposure • 82% profile similarity

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

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

Millwrights

5%

21 points lower exposure • 83% 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

    • administrative support tasks
    • planning and documentation

    PROTECT

      LEARN

      • 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.