AI JOB RISK SCANNER
O*NET-SOC 11-9081.00 / model V11 rated-task engine

Will AI replace
Lodging Managers?

Plan, direct, or coordinate activities of an organization or department that provides lodging and other accommodations.

Estimated AI task exposure
39%

Low-Moderate exposure

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

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

Digital/info work

40/100

Physical moat

25/100

Human moat

31/100

Rating coverage

100%

24 task statements / 24 rated

Highest-weighted occupation tasks

Observe and monitor staff performance to ensure efficient operations and adherence to facility's policies and procedures.
Importance 84/100Relevance 100/100Frequency 76/100Weight 0.88
Greet and register guests.
Importance 87/100Relevance 95/100Frequency 73/100Weight 0.87
Answer inquiries pertaining to hotel policies and services, and resolve occupants' complaints.
Importance 88/100Relevance 95/100Frequency 67/100Weight 0.85
Confer and cooperate with other managers to ensure coordination of hotel activities.
Importance 87/100Relevance 93/100Frequency 72/100Weight 0.85
Inspect guest rooms, public areas, and grounds for cleanliness and appearance.
Importance 82/100Relevance 99/100Frequency 64/100Weight 0.84
Train staff members.
Importance 85/100Relevance 100/100Frequency 54/100Weight 0.83
Prepare required paperwork pertaining to departmental functions.
Importance 76/100Relevance 100/100Frequency 66/100Weight 0.83
Monitor the revenue activity of the hotel or facility.
Importance 87/100Relevance 88/100Frequency 64/100Weight 0.82
Assign duties to workers, and schedule shifts.
Importance 81/100Relevance 96/100Frequency 61/100Weight 0.82
Coordinate front-office activities of hotels or motels, and resolve problems.
Importance 84/100Relevance 87/100Frequency 70/100Weight 0.82

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

$69,250

BLS OEWS May 2025

National employment

42,620

BLS OEWS May 2025

Projected growth

+3.8%

BLS Employment Projections 2025–2035

Average annual openings

6

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%

29 points lower exposure • 82% profile similarity

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

more physical-world work, lower AI leverage
SAFER ALTERNATIVE

Bicycle Repairers

5%

34 points lower exposure • 78% 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%

34 points lower exposure • 77% 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%

27 points lower exposure • 83% 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%

28 points lower exposure • 84% 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%

34 points lower exposure • 78% 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.