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.
- Investigate or direct investigations of freight theft, suspicious damage or loss of passengers' valuables, or other crimes on railroad property.69
- Provide training to the public or law enforcement personnel in railroad safety or security.69
- Prepare reports documenting investigation activities and results.68
- Enforce traffic laws regarding the transit system and reprimand individuals who violate them.67
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.
- Patrol railroad yards, cars, stations, or other facilities to protect company property or shipments and to maintain order.01
- Apprehend or remove trespassers or thieves from railroad property or coordinate with law enforcement agencies in apprehensions and removals.02
- Monitor transit areas and conduct security checks to protect railroad properties, patrons, and employees.03
- Examine credentials of unauthorized persons attempting to enter secured areas.04
- Prepare reports documenting investigation activities and results.05
Related occupations
Occupations O*NET links to this one. Relatedness reflects shared work, not a claim that these roles are safer.
Police and Sheriff's Patrol Officers
Closely related work
Compare these careers →Security Guards
Closely related work
Compare these careers →Detectives and Criminal Investigators
Closely related work
Compare these careers →Transportation Security Screeners
Related work
Compare these careers →Customs and Border Protection Officers
Related work
Compare these careers →Fire Inspectors and Investigators
Related 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.
