Will AI replace Retail Loss Prevention Specialists?

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 31 out of 100 it scores 8 points above the Public Sector / Government average of 23. Across the 5 sources behind this baseline, individual estimates run from 5 to 47, 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 5 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 · 2026Anthropic
• 02Global Automation Atlas: Task Substitution Exposure by Occupation · 2026Garg, Crosta, Baier (2026), arXiv:2605.17086
• 03Working with AI: Measuring the Applicability of Generative AI to Occupations · 2025Tomlinson, Jaffe et al., Microsoft Research (2025)
• 04GPTs are GPTs: Labor Market Impact Potential of LLMs · 2024Eloundou, Manning, Mishkin, Rock (Science, 2024)
• 05AI Occupational Exposure to Language Modeling · 2023Felten, Raj, Seamans (2023)

Common questions

How likely is AI to replace Retail Loss Prevention Specialists?

Published research puts Retail Loss Prevention Specialists at 31 out of 100 for AI displacement risk, in the lower risk band. The number is a weighted consensus of 5 research sources and describes the typical version of the role, not any individual.

Do researchers agree on the risk for Retail Loss Prevention Specialists?

Only partly. Individual estimates for Retail Loss Prevention Specialists run from 5 to 47 out of 100 across the 5 sources behind this score, so the single number smooths over real disagreement. More recent and higher confidence studies carry more weight in it.

Which public sector / government roles face similar AI exposure?

The closest published public sector / government roles to Retail Loss Prevention Specialists by score are Intelligence Analysts (30/100), Customs and Border Protection Officers (34/100), and Private Detectives and Investigators (34/100). Each has its own page with the research behind its number.

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

More public sector / government occupations

• Gambling Surveillance Officers and Gambling Investigators36/100
• Customs and Border Protection Officers34/100
• Private Detectives and Investigators34/100
• Intelligence Analysts30/100
• Transportation Security Screeners28/100
• Parking Enforcement Workers27/100
• Security Guards27/100
• School Bus Monitors26/100