Share and intensity of work current AI systems can materially affect.
SOC 31-2011
Occupational Therapy Assistants AI displacement risk
OT assistants deliver the hands-on repetition of therapy: coaching daily-living skills, guiding exercises, encouraging progress. Documentation tools reduce paperwork; the coached, physical practice of recovery happens person to person.
Likely potential for exposed tasks to move to software after workflow integration.
Assistant scope means delivering treatment plans the therapist designs, which keeps wages below the therapist level but makes the work intensely hands-on. That physical delivery is exactly what resists automation.
Distribution
Where Occupational Therapy Assistants sits across 620 tracked roles
Displacement pressure 14 — higher than 8% of the 620 occupations tracked on displacement.ai.
Score version
This page uses Seed model v0.4 (seed-v0.4-2026-05), last reviewed 2026-08-08. Directional occupation-level planning model using hand-reviewed public research, task exposure estimates, wage context, and transition-pathway assumptions.
22 O*NET task statements matched to SOC 31-2011. The displayed task profile combines these official task statements with the current public score model.
Median wage context: $72,300 (May 2025, US national). The latest BLS row matched SOC 31-2011.
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 Occupational Therapy Assistants
SOC 31-2011 places this role in the paper's all-other occupation group. These group-level outcomes do not change the 14/100 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 Occupational Therapy Assistants
The current evidence import matched 22 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 tasks22
SOC31-2011
- Core task / ID 4258
Instruct, or assist in instructing, patients and families in home programs, basic living skills, or the care and use of adaptive equipment.
- Core task / ID 4255
Maintain and promote a positive attitude toward clients and their treatment programs.
- Core task / ID 4262
Report to supervisors, verbally or in writing, on patients' progress, attitudes, and behavior.
- Core task / ID 4261
Implement, or assist occupational therapists with implementing, treatment plans designed to help clients function independently.
- Core task / ID 4256
Monitor patients' performance in therapy activities, providing encouragement.
- Core task / ID 4254
Observe and record patients' progress, attitudes, and behavior and maintain this information in client 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
Implement treatment plans with patients
Exposure 16, automation 4%, augmentation 30%.
O*NET evidence: Implement, or assist occupational therapists with implementing, treatment plans designe... (ID 4261)
Instruct patients in daily living skills
Exposure 18, automation 5%, augmentation 34%.
O*NET evidence: Instruct, or assist in instructing, patients and families in home programs, basic livin... (ID 4258)
Monitor and encourage therapy performance
Exposure 22, automation 7%, augmentation 40%.
O*NET evidence: Monitor patients' performance in therapy activities, providing encouragement. (ID 4256)
Record progress in client records
Exposure 50, automation 25%, augmentation 62%.
O*NET evidence: Observe and record patients' progress, attitudes, and behavior and maintain this inform... (ID 4254)
TaskExposureAutomationAugmentation
Implement treatment plans with patients164%30%
Instruct patients in daily living skills185%34%
Monitor and encourage therapy performance227%40%
Record progress in client records5025%62%
Transition pathways
Adjacent moves that preserve existing skills
credentialed transition
LowOccupational Therapist
Training horizon: 24-36 months. Skill overlap 74. Wage preservation signal 144.
- Complete a bridge OT program
- Build evaluation competencies
- Plan licensure pathway
role redesign
LowRehabilitation Aide Supervisor
Training horizon: 2-5 months. Skill overlap 68. Wage preservation signal 106.
- Coordinate aide schedules
- Track treatment adherence
- Maintain equipment inventory
Comparison guides
Compare the next move before you commit
24-36 months
Occupational Therapy Assistants to Occupational Therapist
Compare AI displacement pressure, wage preservation, skill overlap, training time, and first proof project for moving from Occupational Therapy Assistants into Occupational Therapist.
2-5 months
Occupational Therapy Assistants to Rehabilitation Aide Supervisor
Compare AI displacement pressure, wage preservation, skill overlap, training time, and first proof project for moving from Occupational Therapy Assistants into Rehabilitation Aide Supervisor.
What the AI risk score means for Occupational Therapy Assistants
The displacement pressure score for Occupational Therapy Assistants is 14. 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. Record progress in client records carries 25% automation pressure, while Record progress in client records carries 62% 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: $72,300 (May 2025, US national). Employment context: Therapy support role with rehabilitation demand growth. Typical education: Associate degree plus state licensure.
Wage vulnerability is 44, 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.
- Very low displacement pressure
- Hands-on delivery resists automation
- Rehab demand supports growth
Upskilling priorities
Skills that make this role more resilient
The safest upskilling plan starts with skills already close to the work. For Occupational Therapy Assistants, 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.
Activity-based therapy
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.
Patient motivation
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.
Documentation
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.
Adaptive equipment
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 Occupational Therapist, such as complete a bridge ot program.
- By 90 days, compare internal openings and external postings for Occupational Therapist or Rehabilitation Aide Supervisor and update your resume around measurable workflow outcomes.
FAQ
Questions about AI and Occupational Therapy Assistants
Will AI replace Occupational Therapy Assistants?
OT assistants deliver the hands-on repetition of therapy: coaching daily-living skills, guiding exercises, encouraging progress. Documentation tools reduce paperwork; the coached, physical practice of recovery happens person to person. 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 Occupational Therapy Assistants work are most exposed to AI?
Record progress in client records and Monitor and encourage therapy performance show the strongest automation pressure in this model. Record progress in client records and Monitor and encourage therapy performance are better treated as AI-augmented work.
What should Occupational Therapy Assistants learn next?
Start with Activity-based therapy, Patient motivation, Documentation. The most practical adjacent paths in this model are Occupational Therapist and Rehabilitation Aide Supervisor.
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
International Labour Organization / 20 May 2025Generative AI and Jobs: A Refined Global Index of Occupational ExposureO*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