AITakeover Tracker
24%low risk

Occupational Therapists

Assess, plan, organize, and participate in rehabilitative programs that help build or restore vocational, homemaking, and daily living skills, as well as general independence, to persons with disabilities or developmental delays.

Higher risk than 16% of occupations

AI Impact Summary

Occupational Therapists faces low AI displacement risk with a score of 24/100. This occupation has higher AI displacement risk than 16% of all analyzed occupations. Of 17 analyzed tasks, 0 are highly automatable. Strong protective factors — including social intelligence, creativity, or regulatory barriers — significantly reduce effective risk.

Skill Impact Analysis

AI-Vulnerable Skills (6)

Reading Comprehension10%

High reliance on Reading Comprehension is a risk area. Consider developing complementary AI-resistant skills to maintain value.

Information Ordering5%

High reliance on Information Ordering is a risk area. Consider developing complementary AI-resistant skills to maintain value.

Memorization5%

Memorization is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.

Mathematics10%

Mathematics is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.

Mathematics10%

Mathematics is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.

Programming15%

Programming is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.

AI-Resistant Skills (11)

Adaptability/Flexibility85%

Adaptability/Flexibility is AI-resistant — strengthening this skill provides durable career protection.

Service Orientation82%

Service Orientation is AI-resistant — strengthening this skill provides durable career protection.

Social Perceptiveness90%

Social Perceptiveness is AI-resistant — strengthening this skill provides durable career protection.

Leadership88%

Leadership is AI-resistant — strengthening this skill provides durable career protection.

Coordination70%

Coordination is AI-resistant — strengthening this skill provides durable career protection.

Instructing75%

Instructing is AI-resistant — strengthening this skill provides durable career protection.

Persuasion80%

Persuasion is AI-resistant — strengthening this skill provides durable career protection.

Complex Problem Solving75%

Complex Problem Solving is AI-resistant — strengthening this skill provides durable career protection.

AI-Augmented Skills (7)

MonitoringCritical ThinkingJudgment and Decision MakingActive LearningWritingSystems AnalysisTechnology Design

Recommended Courses

Courses matched to Occupational Therapists skill gaps, ranked by relevance to your displacement risk profile.

Get personalized recommendations. Answer a few questions about your experience and skills to get course suggestions tailored specifically to you.

Upskill to Reduce Risk

Courses addressing your most AI-vulnerable skills

DataCampbeginner

SQL Fundamentals Skill Track

by DataCamp

21 hours$25/mo4.7Certificate
Addresses vulnerability: Information Ordering

Estimated Impact

-7.4pt risk+$6K/yr salary

AI-Augmentation Tools

Learn to work alongside AI and boost your productivity

Coursera

Creative Writing Specialization

by Wesleyan University

~8 weeks$49/mo4.7Certificate
Enhances AI augmentation: Writing

Estimated Impact

-5.6pt risk+$6K/yr salary

Strengthen Your Edge

Double down on skills AI can't replicate

Courserabeginner

Customer Service Fundamentals

by Knowledge Accelerators

12 hours$49/mo4.5Certificate
Strengthens resilience: Service Orientation

Estimated Impact

-4pt risk+$6K/yr salary

We may earn a commission when you enroll through our links, at no extra cost to you. This helps fund the Takeover Tracker.

Risk reduction and salary impact are estimates based on skill gap analysis, course relevance, and labor market data. Actual results vary by individual circumstance.

Education & Training

Percentage of workers at each education and training level

Education Level

Bachelor's Degree19%
Doctoral/Professional Degree71%
Level 105%
Level 115%

Prior Experience Needed

Work experience required to enter this job

None38%
3-6 months19%
6 months - 1 year14%
1-2 years10%
2-4 years10%
4-6 years5%
6-8 years5%

Training Provided After Hiring

How long it typically takes to learn on the job

None10%
Up to 1 month38%
1-3 months5%
3-6 months24%
6 months - 1 year10%
1-2 years14%

How AI Impacts Each Task

17 tasks analyzed

Complete and maintain necessary records.

Risk: 60.6%AI: 28.5ObservedTime: 13%

Test and evaluate patients' physical and mental abilities and analyze medical data to determine realistic rehabilitation goals for patients.

Risk: 39.0%AI: 30EstimatedTime: 10%

Train caregivers how to provide for the needs of a patient during and after therapy.

Risk: 17.0%AI: 5EstimatedTime: 5%

Evaluate patients' progress and prepare reports that detail progress.

Risk: 47.0%AI: 50EstimatedTime: 10%

Plan, organize, and conduct occupational therapy programs in hospital, institutional, or community settings to help rehabilitate those impaired because of illness, injury or psychological or developmental problems.

Risk: 39.5%AI: 61.2ObservedTime: 15%

Select activities that will help individuals learn work and life-management skills within limits of their mental or physical capabilities.

Risk: 57.0%AI: 75ObservedTime: 8%

Recommend changes in patients' work or living environments, consistent with their needs and capabilities.

Risk: 41.0%AI: 35EstimatedTime: 5%

Design and create, or requisition, special supplies and equipment, such as splints, braces, and computer-aided adaptive equipment.

Risk: 13.0%AI: 10EstimatedTime: 5%

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.

Risk: 19.0%AI: 10EstimatedTime: 5%

Consult with rehabilitation team to select activity programs or coordinate occupational therapy with other therapeutic activities.

Risk: 23.0%AI: 20EstimatedTime: 5%

Lay out materials such as puzzles, scissors and eating utensils for use in therapy, and clean and repair these tools after therapy sessions.

Risk: 47.0%AI: 35EstimatedTime: 3%

Provide training and supervision in therapy techniques and objectives for students or nurses and other medical staff.

Risk: 40.5%AI: 63.8ObservedTime: 3%

Help clients improve decision making, abstract reasoning, memory, sequencing, coordination, and perceptual skills, using computer programs.

Risk: 29.0%AI: 35EstimatedTime: 4%

Plan and implement programs and social activities to help patients learn work or school skills and adjust to handicaps.

Risk: 19.0%AI: 10EstimatedTime: 3%

Conduct research in occupational therapy.

Risk: 51.0%AI: 60EstimatedTime: 2%

Advise on health risks in the workplace or on health-related transition to retirement.

Risk: 27.0%AI: 30EstimatedTime: 2%

Provide patients with assistance in locating or holding jobs.

Risk: 29.0%AI: 35EstimatedTime: 2%

Protective Factors

Total protective discount: 38.9%

Essential Soft Skills

Traits that are hard for AI to replicate

IntegrityAdaptability/FlexibilityConcern for OthersDependabilitySelf ControlCooperationInitiativePersistenceIndependenceStress ToleranceSocial OrientationAchievement/Effort

Wage & Employment (2024)

Median Wage

$98,340

per year

Mean Wage

$98,240

per year

Employment

152K

workers

Wage Range

$67,090 - $129,830

10th - 90th pct

Wage Distribution

$67,090Median: $98,340$129,830
Career Planning

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Recommendations

Skills to Develop

These skills are at risk from AI automation. Occupational Therapists professionals should diversify beyond them.

  • Reading Comprehension

    High reliance on Reading Comprehension is a risk area. Consider developing complementary AI-resistant skills to maintain value.

  • Information Ordering

    High reliance on Information Ordering is a risk area. Consider developing complementary AI-resistant skills to maintain value.

  • Memorization

    Memorization is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.

  • Mathematics

    Mathematics is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.

  • Mathematics

    Mathematics is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.

Skills to Leverage

These human-centric skills remain difficult for AI to replicate. Double down here.

  • Adaptability/Flexibility

    Adaptability/Flexibility is AI-resistant — strengthening this skill provides durable career protection.

  • Service Orientation

    Service Orientation is AI-resistant — strengthening this skill provides durable career protection.

  • Social Perceptiveness

    Social Perceptiveness is AI-resistant — strengthening this skill provides durable career protection.

  • Leadership

    Leadership is AI-resistant — strengthening this skill provides durable career protection.

  • Coordination

    Coordination is AI-resistant — strengthening this skill provides durable career protection.

Tools to Adopt

AI can amplify these skills. Learn the tools that augment rather than replace your work.

  • Monitoring

    Monitoring will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.

  • Critical Thinking

    Critical Thinking will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.

  • Judgment and Decision Making

    Judgment and Decision Making will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.

  • Active Learning

    Active Learning will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.

  • Writing

    Writing will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.

Score History

Risk score over 2 scoring runs

-1.9

overall change

Checking for existing plan...