AI job risk in Protective Service

All 23 occupations in this field, ranked by measured AI applicability. The field's median occupation sits in the moderate exposure band. Every row links to a full task-level breakdown with a personalization quiz and action plan.

High: 1Elevated: 5Moderate: 7Low: 6Minimal: 4

23occupations measured in this field

0.275most exposed: School Bus Monitors

0.009most resilient: First-Line Supervisors of Firefighting and Prevention Workers

#	Occupation	Band	Score	Percentile (all 785)
1	School Bus Monitors	High	0.275	85
2	Transportation Security Screeners	Elevated	0.211	72
3	Bailiffs	Elevated	0.209	72
4	Animal Control Workers	Elevated	0.204	70
5	Crossing Guards and Flaggers	Elevated	0.189	66
6	Private Detectives and Investigators	Elevated	0.172	60
7	Gambling Surveillance Officers and Gambling Investigators	Moderate	0.157	54
8	Parking Enforcement Workers	Moderate	0.153	53
9	Detectives and Criminal Investigators	Moderate	0.146	51
10	Police and Sheriff's Patrol Officers	Moderate	0.143	50
11	Security Guards	Moderate	0.139	48
12	Fish and Game Wardens	Moderate	0.125	43
13	First-Line Supervisors of Correctional Officers	Moderate	0.124	43
14	Fire Inspectors and Investigators	Low	0.113	38
15	Correctional Officers and Jailers	Low	0.108	36
16	Transit and Railroad Police	Low	0.086	28
17	First-Line Supervisors of Security Workers	Low	0.084	27
18	First-Line Supervisors of Police and Detectives	Low	0.083	26
19	Firefighters	Low	0.070	20
20	Protective Service Workers, All Other	Minimal	0.051	12
21	Forest Fire Inspectors and Prevention Specialists	Minimal	0.049	11
22	Lifeguards, Ski Patrol, and Other Recreational Protective Service Workers	Minimal	0.034	7
23	First-Line Supervisors of Firefighting and Prevention Workers	Minimal	0.009	2

Score = AI applicability (Microsoft Research, CC BY 4.0). Percentile = rank among all 785 occupations. How to read these numbers honestly