Loss Prevention Managers
ManagementAI exposure
- Data source: BLSPublished: 2026-08
High· relative
LowFour relative bandsVery highGroup-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
- Data source: AnthropicPublished: 2026-03
0.069
0.000Range of values carried here0.745Scale, basis and source
- Data source: OpenAIPublished: 2023
0.368
0.000Range of values carried here0.844Scale, basis and source
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 145 hidden tasks| Task | Claude.aiRaw / share % | APIRaw / share % |
|---|---|---|
Present investment information, such as product risks, fees, or fund performance statistics.11-9199 | 0.146028.2 | 0.04854.4 |
Identify, investigate, or resolve security breaches.11-9199 | 0.116022.4 | 0.418437.9 |
Monitor financial or operational performance of individual investments to ensure portfolios meet risk goals.11-9199 | 0.02384.6 | 0.04053.7 |
Perform or evaluate research, such as detailed company or industry analyses, to inform financial forecasting, decision making, or valuation.11-9199 | 0.02344.5 | 0.03192.9 |
Develop or manage integrated security controls to ensure confidentiality, accountability, recoverability, or audit ability of sensitive information, proprietary information, or information technology resources.11-9199 | 0.02204.2 | 0.04904.4 |
Analyze and evaluate security operations to identify risks or opportunities for improvement through auditing, review, or assessment.11-9199 | 0.01903.7 | 0.176015.9 |
Evaluate the potential of new product developments or market opportunities, according to factors such as business plans, technologies, or market potential.11-9199 | 0.01843.6 | 0.00310.3 |
Assess risks to mitigate potential consequences of incidents and develop a plan to respond to incidents.11-9199 | 0.01733.3 | 0.02162.0 |
Identify potential for loss and develop strategies to eliminate it.11-9199 | 0.01693.3 | 0.01111.0 |
Develop or implement fund investment policies or strategies.11-9199 | 0.01242.4 | 0.00470.4 |
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.
| Task | βE1 + 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®, Anthropic Economic Index, Eloundou et al. (2023): see full notices on the Credits page