Share and intensity of work current AI systems can materially affect.
SOC 33-1012
Police Supervisors AI displacement risk
Police supervisors coordinate investigations, set schedules, review reports, and handle misconduct complaints. Scheduling and analytics software now drafts rosters and flags crime patterns, but supervisors carry legal responsibility for how their officers' work is conducted — a liability no dashboard absorbs.
Likely potential for exposed tasks to move to software after workflow integration.
Distinct from patrol officers: the exposure here is administrative tooling, not the street. Prediction software changes where resources go; accountability for procedure, evidence handling, and personnel conduct stays with the supervisor.
Distribution
Where Police Supervisors sits across 620 tracked roles
Displacement pressure 20 — higher than 23% of the 620 occupations tracked on displacement.ai.
Score version
This page uses Seed model v0.4 (seed-v0.4-2026-05), last reviewed 2026-08-15. Directional occupation-level planning model using hand-reviewed public research, task exposure estimates, wage context, and transition-pathway assumptions.
20 O*NET task statements matched to SOC 33-1012. The displayed task profile combines these official task statements with the current public score model.
Median wage context: $106,040 (May 2025, US national). The latest BLS row matched SOC 33-1012.
Scores are planning signals, not forecasts. Local hiring demand, employer-specific workflows, licensing, and credentials must be validated before making career decisions.
2030 economic stress test
How Anthropic's scenarios classify Police Supervisors
SOC 33-1012 places this role in the paper's all-other occupation group. These group-level outcomes do not change the 20/100 role score and are not an occupation forecast.
+1.1% group wage
Employment rises and unemployment falls for the all-other group, but the paper does not publish a separate group rate.
Economy-wide: +1.6% GDP and 3.9% unemployment.
+5.9% group wage
Employment rises and unemployment falls for the all-other group, but the paper does not publish a separate group rate.
Economy-wide: +8.3% GDP and 4.6% unemployment.
+33.6% group wage
Employment rises and unemployment falls for the all-other group, but the paper does not publish a separate group rate.
Economy-wide: +32.4% GDP and 11.9% unemployment.
Compare the assumptions and limitations across all three scenarios. Source: The Anthropic Institute Working Paper No. 2026-02.
Official task evidence
O*NET task matches for Police Supervisors
The current evidence import matched 20 task statements from Task Statements 31.0 (August 2026). These rows are used as a grounding layer for judging which parts of the occupation are repeatable, language-heavy, analytical, social, physical, or compliance-sensitive.
Dataset31.0 (August 2026)
Matched tasks20
SOC33-1012
- Core task / ID 566
Supervise and coordinate the investigation of criminal cases, offering guidance and expertise to investigators, and ensuring that procedures are conducted in accordance with laws and regulations.
- Core task / ID 574
Prepare work schedules and assign duties to subordinates.
- Core task / ID 571
Direct collection, preparation, and handling of evidence and personal property of prisoners.
- Core task / ID 567
Investigate and resolve personnel problems within organization and charges of misconduct against staff.
- Core task / ID 564
Explain police operations to subordinates to assist them in performing their job duties.
- Core task / ID 569
Maintain logs, prepare reports, and direct the preparation, handling, and maintenance of departmental records.
Source: O*NET Resource Center, Task Statements. Raw import target: data/raw/onet/task-statements-31-0.txt.
Task profile
Where AI changes the work
Supervise and coordinate criminal investigations
Exposure 24, automation 9%, augmentation 52%.
O*NET evidence: Supervise and coordinate the investigation of criminal cases, offering guidance and exp... (ID 566)
Prepare work schedules and assign duties
Exposure 52, automation 28%, augmentation 58%.
O*NET evidence: Prepare work schedules and assign duties to subordinates. (ID 574)
Investigate personnel problems and misconduct charges
Exposure 26, automation 10%, augmentation 48%.
O*NET evidence: Investigate and resolve personnel problems within organization and charges of misconduc... (ID 567)
Train staff in police work procedures
Exposure 24, automation 9%, augmentation 48%.
O*NET evidence: Train staff in proper police work procedures. (ID 568)
TaskExposureAutomationAugmentation
Supervise and coordinate criminal investigations249%52%
Prepare work schedules and assign duties5228%58%
Investigate personnel problems and misconduct charges2610%48%
Train staff in police work procedures249%48%
Transition pathways
Adjacent moves that preserve existing skills
credentialed transition
LowPolice Lieutenant or Captain
Training horizon: 12-24 months. Skill overlap 68. Wage preservation signal 118.
- Pass promotional examinations
- Command larger units
- Own departmental policy
role redesign
LowInternal Affairs Commander
Training horizon: 6-12 months. Skill overlap 64. Wage preservation signal 112.
- Lead misconduct investigations
- Modernize evidence systems
- Train supervisors on compliance
Comparison guides
Compare the next move before you commit
12-24 months
Police Supervisors to Police Lieutenant or Captain
Compare AI displacement pressure, wage preservation, skill overlap, training time, and first proof project for moving from Police Supervisors into Police Lieutenant or Captain.
6-12 months
Police Supervisors to Internal Affairs Commander
Compare AI displacement pressure, wage preservation, skill overlap, training time, and first proof project for moving from Police Supervisors into Internal Affairs Commander.
What the AI risk score means for Police Supervisors
The displacement pressure score for Police Supervisors is 20. That score blends task exposure, automation pressure, augmentation potential, wage vulnerability, transition feasibility, and source confidence. It is designed to help workers and workforce teams decide where to act first, not to claim a specific date when a job will disappear.
For this role, the clearest risk pattern is visible at the task level. Prepare work schedules and assign duties carries 28% automation pressure, while Prepare work schedules and assign duties carries 58% augmentation potential. That means the best response is usually a targeted redesign of work: move away from repeatable production tasks and toward judgment, exception handling, coordination, stakeholder context, and accountable use of AI tools.
Labor-market context and wage risk
Median wage: $106,040 (May 2025, US national). Employment context: Supervisory scope above the patrol-officer role. Typical education: Promotion from officer ranks; associate or bachelor degree common.
Wage vulnerability is 22, while transition feasibility is 66. A high wage-vulnerability score means workers should pay close attention to salary preservation before making a move. A high transition-feasibility score means there are adjacent paths that can reuse existing skills without requiring a complete career reset.
- Low displacement pressure
- Analytics draft rosters and patrol maps
- Procedural accountability stays human
Upskilling priorities
Skills that make this role more resilient
The safest upskilling plan starts with skills already close to the work. For Police Supervisors, the strongest near-term skill priorities are listed below. These are useful whether the goal is to stay in the role, move to a redesigned version of the role, or transition into an adjacent occupation.
Investigation supervision
Build proof of this skill through a work sample, checklist, dashboard, case note, workflow map, or portfolio artifact tied to the transition paths on this page.
Scheduling
Build proof of this skill through a work sample, checklist, dashboard, case note, workflow map, or portfolio artifact tied to the transition paths on this page.
Personnel management
Build proof of this skill through a work sample, checklist, dashboard, case note, workflow map, or portfolio artifact tied to the transition paths on this page.
Law enforcement
Build proof of this skill through a work sample, checklist, dashboard, case note, workflow map, or portfolio artifact tied to the transition paths on this page.
90-day transition plan
The most practical next step is not to wait for a layoff or a full role redesign. Use the next 90 days to create evidence that you can operate in a safer, more AI-augmented version of the work.
- In the first 30 days, document the repetitive tasks in your current work and identify where AI can reduce drafting, lookup, classification, or reporting time.
- By 60 days, complete one small project connected to Police Lieutenant or Captain, such as pass promotional examinations.
- By 90 days, compare internal openings and external postings for Police Lieutenant or Captain or Internal Affairs Commander and update your resume around measurable workflow outcomes.
FAQ
Questions about AI and Police Supervisors
Will AI replace Police Supervisors?
Police supervisors coordinate investigations, set schedules, review reports, and handle misconduct complaints. Scheduling and analytics software now drafts rosters and flags crime patterns, but supervisors carry legal responsibility for how their officers' work is conducted — a liability no dashboard absorbs. The better planning signal is not full replacement, but which tasks become automated, which tasks become AI-assisted, and which responsibilities still need human judgment.
Which parts of Police Supervisors work are most exposed to AI?
Prepare work schedules and assign duties and Investigate personnel problems and misconduct charges show the strongest automation pressure in this model. Prepare work schedules and assign duties and Supervise and coordinate criminal investigations are better treated as AI-augmented work.
What should Police Supervisors learn next?
Start with Investigation supervision, Scheduling, Personnel management. The most practical adjacent paths in this model are Police Lieutenant or Captain and Internal Affairs Commander.
How should this score be used?
Use it as a planning signal, not a prediction. Confirm local hiring demand, wages, licensing, credentials, and employer adoption before making a career move.
Sources
Evidence trail
OECD / 11 July 2023OECD Employment Outlook 2023: Artificial Intelligence and the Labour MarketO*NET Resource Center / Database 31.0 (August 2026)Occupation, Task, Skill, and Work-Activity DataUS Bureau of Labor Statistics / May 2025 estimates (released 15 May 2026)Occupational Employment and Wage Statistics