Occupational Therapists: daily tasks & AI impact
This page breaks Occupational Therapists into the top 15 daily O*NET tasks and scores each for Generative AI automation probability. Those task scores roll up to an overall vulnerability index of 31/100 (Moderate automation risk). Struck-through rows are ≥80% automatable; highlighted safer rows are under 30% or primarily physical.
High-automation exposure
No task in this set currently exceeds the 80% threshold, so risk is spread across moderate probabilities rather than a few catastrophic duties.
Durable human work
This profile has little “safe” task mass under our thresholds. Workers should treat AI fluency as mandatory and actively map transferable skills into lower-risk roles.
Importance comes from O*NET incumbent ratings. Automation probability is model-generated for current Generative AI capability (not speculative AGI). Digital / physical / mixed labels describe the modality of the work, which strongly correlates with near-term automation potential.
| Task | Importance | AI probability | Nature |
|---|---|---|---|
| Test and evaluate patients' physical and mental abilities and analyze medical data to determine realistic rehabilitation goals for patients. Core | 4.77 | — | — |
| Complete and maintain necessary records. Core | 4.71 | — | — |
| Plan, organize, and conduct occupational therapy programs in hospital, institutional, or community settings to help rehabilitate persons with disabilities because of illness, injury or psychological or developmental problems. Core | 4.59 | — | — |
| Plan and implement programs and social activities to help patients learn work or school skills and adjust to handicaps. Core | 4.52 | — | — |
| Select activities that will help individuals learn work and life-management skills within limits of their mental or physical capabilities. Core | 4.45 | — | — |
| Evaluate patients' progress and prepare reports that detail progress. Core | 4.45 | — | — |
| Train caregivers in providing for the needs of a patient during and after therapy. Core | 4.45 | — | — |
| Lay out materials such as puzzles, scissors and eating utensils for use in therapy, and clean and repair these tools after therapy sessions. Core | 4.29 | — | — |
| Consult with rehabilitation team to select activity programs or coordinate occupational therapy with other therapeutic activities. Core | 4.27 | — | — |
| Design and create, or requisition, special supplies and equipment, such as splints, braces, and computer-aided adaptive equipment. Core | 4.18 | — | — |
| Recommend changes in patients' work or living environments, consistent with their needs and capabilities. Core | 4.09 | — | — |
| Develop and participate in health promotion programs, group activities, or discussions to promote client health, facilitate social adjustment, alleviate stress, and prevent physical or mental disability. Core | 3.91 | — | — |
| Provide training and supervision in therapy techniques and objectives for students or nurses and other medical staff. Core | 3.91 | — | — |
| Help clients improve decision making, abstract reasoning, memory, sequencing, coordination, and perceptual skills, using computer programs. Core | 3.85 | — | — |
| Conduct research in occupational therapy. Core | 3.84 | — | — |
What remains human
No tasks currently fall under the safe threshold for this occupation.
FAQ
Which Occupational Therapists tasks are most exposed to AI?
No task in this set currently exceeds the 80% threshold, so risk is spread across moderate probabilities rather than a few catastrophic duties.
Which Occupational Therapists tasks are safest from Generative AI?
This profile has little “safe” task mass under our thresholds. Workers should treat AI fluency as mandatory and actively map transferable skills into lower-risk roles.
How should I read the Occupational Therapists task table?
Importance comes from O*NET incumbent ratings. Automation probability is model-generated for current Generative AI capability (not speculative AGI). Digital / physical / mixed labels describe the modality of the work, which strongly correlates with near-term automation potential.