Occupation baseline · Research consensus
Will AI replace Retail Loss Prevention Specialists?
Baseline AI displacement risk for Retail Loss Prevention Specialists, aggregated from 3 research sources.
What this score means
Retail Loss Prevention Specialists leans toward the safer end for Public Sector / Government. Parts of the role touch tasks AI is getting good at, but the core still depends on hands-on work or judgment that resists automation. At 28 out of 100 it scores 3 points above the Public Sector / Government average of 25. Across the 3 sources behind this baseline, individual estimates run from 23 to 34, so the score is a weighted consensus rather than any single figure.
The number is a consensus estimate for the typical version of the role, built from published academic and industry research scored occupation by occupation. It is not a prediction about any individual. How scoring works
What this job actually involves
Exposure follows the work itself rather than the job title, so it is worth seeing what the role is made of. These are the tasks O*NET records for Retail Loss Prevention Specialists, most central first, showing 12 of 21.
- 01Inspect buildings, equipment, or access points to determine security risks.
- 02Investigate known or suspected internal theft, external theft, or vendor fraud.
- 03Implement or monitor processes to reduce property or financial losses.
- 04Identify and report merchandise or stock shortages.
- 05Maintain documentation or reports on security-related incidents or investigations.
- 06Apprehend shoplifters in accordance with guidelines.
- 07Verify proper functioning of physical security systems, such as closed-circuit televisions, alarms, sensor tag systems, or locks.
- 08Identify and report safety concerns to maintain a safe shopping and working environment.
- 09Conduct store audits to identify problem areas or procedural deficiencies.
- 10Monitor compliance with standard operating procedures for loss prevention, physical security, or risk management.
- 11Perform covert surveillance of areas susceptible to loss, such loading docks, distribution centers, or warehouses.
- 12Prepare written reports on investigations.
Task statements from O*NET by the National Center for O*NET Development, used under CC BY 4.0. The tasks are descriptive; the exposure score above is ours.
The research behind this score
This baseline aggregates 3 research sources that scored Retail Loss Prevention Specialists for AI and automation exposure. More recent, higher confidence studies carry more weight in the final number.
- 01Anthropic Economic Index 2026 - AI Task Exposure · 2026
- 02GPTs are GPTs: Labor Market Impact Potential of LLMs · 2024
- 03AI Occupational Exposure to Language Modeling · 2023
Also covers
Asset Protection Agent · Asset Protection Associate (APA) · Asset Protection Detective · Asset Protection Greeter · Asset Protection Investigator · Asset Protection Officer · Asset Protection Security Guard · Asset Protection Service Associate and related titles
Estimated displacement window
The dated estimate for this role is included in the full personalised report.
Your number is not the baseline
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- Detectives and Criminal Investigators27/100
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Informational guidance based on published research, not professional career or financial advice. Scores update as new research is ingested.