AI JOB RISK SCANNER
O*NET-SOC 11-9179.01 / model V11 rated-task engine

Will AI replace
Fitness and Wellness Coordinators?

Manage or coordinate fitness and wellness programs and services. Manage and train staff of wellness specialists, health educators, or fitness instructors.

Estimated AI task exposure
69%

High 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

77/100

Physical moat

26/100

Human moat

47/100

Rating coverage

100%

24 task statements / 24 rated

Highest-weighted occupation tasks

Maintain wellness- and fitness-related schedules, records, or reports.
Importance 86/100Relevance 100/100Frequency 65/100Weight 0.86
Supervise fitness or wellness specialists, such as fitness instructors, nutritionists, or health educators.
Importance 81/100Relevance 100/100Frequency 66/100Weight 0.84
Track attendance, participation, or performance data related to wellness events.
Importance 81/100Relevance 100/100Frequency 64/100Weight 0.84
Develop or coordinate fitness and wellness programs or services.
Importance 86/100Relevance 100/100Frequency 53/100Weight 0.83
Manage or oversee fitness or recreation facilities, ensuring safe and clean facilities and equipment.
Importance 83/100Relevance 92/100Frequency 65/100Weight 0.82
Recommend or approve new program or service offerings to promote wellness and fitness, produce revenues, or minimize costs.
Importance 84/100Relevance 100/100Frequency 46/100Weight 0.80
Maintain or arrange for maintenance of fitness equipment or facilities.
Importance 78/100Relevance 100/100Frequency 47/100Weight 0.79
Demonstrate proper operation of fitness equipment, such as resistance machines, cardio machines, free weights, or fitness assessment devices.
Importance 69/100Relevance 100/100Frequency 46/100Weight 0.75
Evaluate fitness and wellness programs to determine their effectiveness.
Importance 74/100Relevance 100/100Frequency 36/100Weight 0.75
Teach fitness classes to improve strength, flexibility, cardiovascular conditioning, or general fitness of participants.
Importance 68/100Relevance 96/100Frequency 51/100Weight 0.74

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

$69,770

BLS OEWS May 2025

National employment

10,450

BLS OEWS May 2025

Projected growth

+6.2%

BLS Employment Projections 2025–2035

Average annual openings

2

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

Chefs and Head Cooks

12%

57 points lower exposure • 67% profile similarity

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

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

Hydroelectric Production Managers

10%

59 points lower exposure • 65% profile similarity

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

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

Bus Drivers, Transit and Intercity

22%

47 points lower exposure • 74% profile similarity

Median wage: $59,050 Growth 2025–2035: +4.1% Annual openings: 21

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

Butchers and Meat Cutters

5%

64 points lower exposure • 59% profile similarity

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

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

Shampooers

23%

46 points lower exposure • 76% profile similarity

Median wage: $32,600 Growth 2025–2035: +5.6% Annual openings: 2

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

Orthotists and Prosthetists

28%

41 points lower exposure • 77% profile similarity

Median wage: $81,110 Growth 2025–2035: +12.9% Annual openings: 1

stronger human/judgment moat, more physical-world work

Personalized career defense protocol

AI-Proofing Plan

AUTOMATE

  • routine information gathering
  • first-pass document drafting
  • standard reporting and summarization
  • repeatable administrative workflows

AUGMENT

  • research and analysis
  • quality checking AI-generated work
  • decision preparation
  • scenario generation

PROTECT

    LEARN

    • AI-assisted research
    • workflow automation
    • data literacy
    • prompt and workflow design
    • AI output verification

    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.