AI JOB RISK SCANNER
O*NET-SOC 11-9199.08 / model V11 rated-task engine

Will AI replace
Loss Prevention Managers?

Plan and direct policies, procedures, or systems to prevent the loss of assets. Determine risk exposure or potential liability, and develop risk control measures.

Estimated AI task exposure
59%

Moderate exposure

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

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

Digital/info work

65/100

Physical moat

21/100

Human moat

48/100

Rating coverage

100%

27 task statements / 27 rated

Highest-weighted occupation tasks

Administer systems and programs to reduce loss, maintain inventory control, or increase safety.
Importance 82/100Relevance 100/100Frequency 64/100Weight 0.84
Maintain documentation of all loss prevention activity.
Importance 72/100Relevance 96/100Frequency 68/100Weight 0.80
Coordinate or conduct internal investigations of problems such as employee theft and violations of corporate loss prevention policies.
Importance 84/100Relevance 96/100Frequency 46/100Weight 0.79
Train loss prevention staff, retail managers, or store employees on loss control and prevention measures.
Importance 81/100Relevance 96/100Frequency 48/100Weight 0.78
Identify potential for loss and develop strategies to eliminate it.
Importance 76/100Relevance 100/100Frequency 48/100Weight 0.78
Review loss prevention exception reports and cash discrepancies to ensure adherence to guidelines.
Importance 82/100Relevance 82/100Frequency 63/100Weight 0.77
Monitor compliance to operational, safety, or inventory control procedures, including physical security standards.
Importance 70/100Relevance 100/100Frequency 47/100Weight 0.76
Investigate or interview individuals suspected of shoplifting or internal theft.
Importance 80/100Relevance 91/100Frequency 46/100Weight 0.76
Verify correct use and maintenance of physical security systems, such as closed-circuit television, merchandise tags, and burglar alarms.
Importance 70/100Relevance 96/100Frequency 51/100Weight 0.75
Develop and maintain partnerships with federal, state, or local law enforcement agencies or members of the retail loss prevention community.
Importance 72/100Relevance 96/100Frequency 37/100Weight 0.72

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

$141,900

BLS OEWS May 2025

National employment

622,190

BLS OEWS May 2025

Projected growth

+4.9%

BLS Employment Projections 2025–2035

Average annual openings

101

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%

47 points lower exposure • 71% 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%

49 points lower exposure • 69% 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%

37 points lower exposure • 78% profile similarity

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

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

Orthotists and Prosthetists

28%

31 points lower exposure • 81% profile similarity

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

stronger human/judgment moat, more physical-world work
SAFER ALTERNATIVE

Butchers and Meat Cutters

5%

54 points lower exposure • 63% profile similarity

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

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

Athletes and Sports Competitors

21%

38 points lower exposure • 78% profile similarity

Median wage: $66,710 Growth 2025–2035: +5.5% Annual openings: 2

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
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