How much of this occupation’s work can be materially affected by current AI systems.
How likely exposure is to translate into reduced human demand.
Includes provisional estimates for AI adoption pressure and labour-market resilience. How this is measured
Confidence reflects task coverage, mapping and capability-evidence quality, and how much of the score rests on provisional inputs.
What is driving the score?
Occupation scores are built from the task mix—not a single prediction about a job title.
Where AI can do more
Routine, digitized, and highly repeatable tasks face the greatest pressure.
- Visit stores to ensure compliance with company policies and procedures.75
- Advise retail managers on compliance with applicable codes, laws, regulations, or standards.74
- Review loss prevention exception reports and cash discrepancies to ensure adherence to guidelines.73
- Direct loss prevention audit programs including target store audits, maintenance audits, safety audits, or electronic article surveillance (EAS) audits.73
Where people still matter
These tasks score lowest on automation feasibility—physical presence, judgement, accountability and real-world variability all resist end-to-end automation.
- Supervise surveillance, detection, or criminal processing related to theft and criminal cases.01
- Monitor compliance to operational, safety, or inventory control procedures, including physical security standards.02
- Review loss prevention exception reports and cash discrepancies to ensure adherence to guidelines.03
- Administer systems and programs to reduce loss, maintain inventory control, or increase safety.04
- Coordinate or conduct internal investigations of problems such as employee theft and violations of corporate loss prevention policies.05
Related occupations
Occupations O*NET links to this one. Relatedness reflects shared work, not a claim that these roles are safer.
Compliance Managers
Closely related work
Compare these careers →Security Managers
Closely related work
Compare these careers →Management Analysts
Closely related work
Compare these careers →Emergency Management Directors
Related work
Compare these careers →Compensation, Benefits, and Job Analysis Specialists
Shares some work
Compare these careers →Medical and Health Services Managers
Shares some work
Compare these careers →Adoption and labour-market outlook
Structural factors are kept separate from raw capability so you can see what actually resists automation. Adoption pressure and labour-market resilience are still provisional models—25% of this occupation’s replacement-risk weight rests on them.
O*NET 30.3 occupational data interpreted through the JobsVsAI capability, automation and structural-constraint models.
