AI exposure by occupation, O*NET 21-1092.00
Will AI replace Probation Officers and Correctional Treatment Specialists?
Probation Officers and Correctional Treatment Specialists: AI can already handle 7 of 21 tasks; the work mostly needs a standard-tier model.
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Every task, scored
The 21 tasks O*NET 30.3 lists for Probation Officers and Correctional Treatment Specialists, from most to least exposed. 7 reach 60 or more, the level at which AI already handles a task.
| Task | AI exposure | Evidence | Model tier |
|---|---|---|---|
| Write reports describing offenders' progress. | Estimated | Efficient | |
| Administer drug and alcohol tests, including random drug screens of offenders, to verify compliance with substance abuse treatment programs. | Estimated | Standard | |
| Interview probationers and parolees regularly to evaluate their progress in accomplishing goals and maintaining the terms specified in their probation contracts and rehabilitation plans. | Estimated | Efficient | |
| Assess the suitability of penitentiary inmates for release under parole and statutory release programs and submit recommendations to parole boards. | Estimated | Standard | |
| Recommend remedial action or initiate court action in response to noncompliance with terms of probation or parole. | Estimated | Frontier | |
| Conduct prehearing and presentencing investigations and testify in court regarding offenders' backgrounds and recommended sentences and sentencing conditions. | Estimated | Efficient | |
| Recommend appropriate penitentiary for initial placement of an offender. | Estimated | Frontier | |
| Develop liaisons and networks with other parole officers, community agencies, correctional institutions, psychiatric facilities, and aftercare agencies to plan for helping offenders with life adjustments. | Estimated | Standard | |
| Develop rehabilitation programs for assigned offenders or inmates, establishing rules of conduct, goals, and objectives. | Estimated | Frontier | |
| Develop and prepare packets containing information about social service agencies, assistance organizations, and programs that might be useful for inmates or offenders. | Estimated | Frontier | |
| Gather information about offenders' backgrounds by talking to offenders, their families and friends, and other people who have relevant information. | Estimated | Efficient | |
| Discuss with offenders how such issues as drug and alcohol abuse and anger management problems might have played roles in their criminal behavior. | Estimated | Standard | |
| Supervise people on community-based sentences, such as electronically monitored home detention, and provide field supervision of probationers by conducting curfew checks or visits to home, work, or school. | Estimated | Efficient | |
| Investigate alleged parole violations, using interviews, surveillance, and search and seizure. | Estimated | Efficient | |
| Arrange for medical, mental health, or substance abuse treatment services according to individual needs or court orders. | Estimated | Efficient | |
| Inform offenders or inmates of requirements of conditional release, such as office visits, restitution payments, or educational and employment stipulations. | Estimated | Efficient | |
| Participate in decisions about whether cases should go before courts and which court should hear them. | Estimated | Standard | |
| Arrange for postrelease services, such as employment, housing, counseling, education, and social activities. | Estimated | Efficient | |
| Identify and approve work placements for offenders with community service sentences. | Estimated | Efficient | |
| Provide offenders or inmates with assistance in matters concerning detainers, sentences in other jurisdictions, writs, and applications for social assistance. | Estimated | Efficient | |
| Prepare and maintain case folder for each assigned inmate or offender. | Estimated | Efficient |
Observed: scored from AI use recorded in the Anthropic Economic Index (June 2026 release), 0 of 21 tasks. Estimated: scored from the task's O*NET 30.3 work activity, 21 of 21. Importance is O*NET's 1 to 5 rating of how central the task is. Model tier is the lowest tier that can do the task under the published rubric; "No tier" marks hands-on work.
The model tier this role needs
A standard-tier model or lower covers 82% of the role's importance-weighted task work. 100% of the work is something AI can address at some tier.
Efficient, standard and frontier tiers come from the JobRoute model tier reference. The recommended tier is the lowest one that covers 80% of the work AI can address. How the method works.
Wages, employment and outlook
- US employment
- 89,390
- Median annual wage
- $66,270
- Middle half of earners
- $54,250 to $84,780
- Projected change, 2024 to 2034
- +2.6%
Employment and wages: BLS Occupational Employment and Wage Statistics, May 2025, national. Projection: BLS Employment Projections 2024 to 2034.
Adjacent roles
The occupations that reuse the most of this role's skills, with the usual time to move. These are the first places to look when you plan to redeploy or retrain people in this role.
- Correctional Officers and Jailers 69% skill overlap, about 11 months to move Exposure30
- First-Line Supervisors of Correctional Officers 63% skill overlap, about 13 months to move Exposure46
- Police and Sheriff's Patrol Officers 60% skill overlap, about 15 months to move Exposure65
- Mental Health and Substance Abuse Social Workers 59% skill overlap, about 15 months to move Exposure47
- Substance Abuse and Behavioral Disorder Counselors 58% skill overlap, about 15 months to move Exposure60
Skill overlap and transition time from the JobRoute role adjacency graph on O*NET 30.3 skills.
Questions about Probation Officers and Correctional Treatment Specialists and AI
Will AI replace Probation Officers and Correctional Treatment Specialists?
AI already handles 7 of the 21 tasks O*NET lists for this occupation, at a task exposure of 60 or more, and the role's importance-weighted exposure is 45 out of 100. JobRoute scores tasks, not whole jobs, so the score shows how much of the work changes rather than whether the job disappears. BLS projects employment to change by +2.6% from 2024 to 2034.
What is the AI exposure of Probation Officers and Correctional Treatment Specialists?
45 out of 100 on JobRoute's task exposure measure, the importance-weighted average of the role's O*NET task scores. Higher means more of the work is AI-doable today. 0 of the 21 task scores are observed in the Anthropic Economic Index (June 2026 release), and the other 21 are estimated from each task's O*NET work activity.
Which Probation Officers and Correctional Treatment Specialists tasks can AI already do?
The tasks with the highest exposure are: Write reports describing offenders' progress; Administer drug and alcohol tests, including random drug screens of offenders, to verify compliance with substance abuse treatment programs; Interview probationers and parolees regularly to evaluate their progress in accomplishing goals and maintaining the terms specified in their probation contracts and rehabilitation plans. They are three of the 7 tasks that reach 60 or more.
What AI model tier does this role need?
A standard-tier model or lower covers 82% of the role's importance-weighted task work. JobRoute assigns each task the lowest tier that can do it under a published rubric and recommends the lowest tier that covers 80% of the work AI can address.
How many people work as Probation Officers and Correctional Treatment Specialists, and what do they earn?
89,390 people in the United States, with a median annual wage of $66,270 (BLS Occupational Employment and Wage Statistics, May 2025). BLS Employment Projections expect a change of +2.6% from 2024 to 2034.
How to cite
Data version 2026-11-02, JobRoute method v1.0.0. Download all occupations or this occupation as JSON. Methodology.
JobRoute (2026). AI exposure: Probation Officers and Correctional Treatment Specialists. Data version 2026-11-02, method v1.0.0. Built on O*NET 30.3, BLS OEWS May 2025 and the Anthropic Economic Index (June 2026). CC BY 4.0. https://www.jobroute.ai/jobs/probation-officers-and-correctional-treatment-specialists
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