Loss Prevention Managers

Management

AI exposure

  • Data source: BLSPublished: 2026-08

    High· relative

    LowFour relative bandsVery high

    Group-level value

    Scale, basis and source

    Four relative bands (Low / Moderate / High / Very high)

    831 detailed occupations in the BLS Employment Projections table. Assigned per National Employment Matrix (NEM) code, so occupations sharing a NEM code carry the same band

    Source dataset (XLSX download)

  • Data source: AnthropicPublished: 2026-03

    0.069

    0.000Range of values carried here0.745
    Scale, basis and source

    Observed exposure index, 0–1 as published

    Mapped onto O*NET tasks

    Source dataset

  • Data source: OpenAIPublished: 2023

    0.368

    0.000Range of values carried here0.844
    Scale, basis and source

    Human-rater β, 0–1 as published

    Mapped onto O*NET tasks

    Source dataset

What kind of figure this source publishes

The BLS category is a relative rank, not an absolute level, and it is not a first-hand measurement: it groups an occupation's percentile ranks across several published studies into four bands. It is not an employment or wage forecast, not a probability of adoption, and it does not separate automation from augmentation.

Task-level exposure

Show 5 hidden tasks

Values in this tab are predicted labels, not observations. Eloundou et al. (2023) published two rating regimes — human raters and GPT-4 — and the β shown here is derived from the GPT-4 rater basis alone; the same task can take a different value under the other regime. The unit and the meaning differ from the observed shares (%) in the other tabs, so do not place them on the same axis.

TaskβE1 + 0.5 × E2
Maintain databases such as bad check logs, reports on multiple offenders, and alarm activation lists.

O*NET Task ID 15785

1.0
Maintain documentation of all loss prevention activity.

O*NET Task ID 15796

1.0
Review loss prevention exception reports and cash discrepancies to ensure adherence to guidelines.

O*NET Task ID 15781

0.5
Perform cash audits and deposit investigations to fully account for store cash.

O*NET Task ID 15782

0.5
Provide recommendations and solutions in crisis situations such as workplace violence, protests, and demonstrations.

O*NET Task ID 15783

0.5
Monitor and review paperwork procedures and systems to prevent error-related shortages.

O*NET Task ID 15784

0.5
Direct installation of covert surveillance equipment, such as security cameras.

O*NET Task ID 15787

0.5
Advise retail establishments on development of loss-investigation procedures.

O*NET Task ID 15788

0.5
Verify correct use and maintenance of physical security systems, such as closed-circuit television, merchandise tags, and burglar alarms.

O*NET Task ID 15790

0.5
Supervise surveillance, detection, or criminal processing related to theft and criminal cases.

O*NET Task ID 15792

0.5

β = E1 + 0.5 × E2 · E1 = tasks where direct LLM access alone cuts time by at least 50%, E2 = tasks where software built on top of an LLM cuts time by at least 50%. Values take only 0 / 0.5 / 1.0.

Data sources & licenses — O*NET®, Eloundou et al. (2023): see full notices on the Credits page

Occupation information