AITakeover Tracker
23%low risk

Recreational Therapists

Plan, direct, or coordinate medically-approved recreation programs for patients in hospitals, nursing homes, or other institutions. Activities include sports, trips, dramatics, social activities, and arts and crafts. May assess a patient condition and recommend appropriate recreational activity.

Higher risk than 13% of occupations

AI Impact Summary

Recreational Therapists faces low AI displacement risk with a score of 23/100. This occupation has higher AI displacement risk than 13% of all analyzed occupations. Of 11 analyzed tasks, 1 are highly automatable, particularly routine cognitive tasks. 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.

Leadership88%

Leadership 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.

Coordination70%

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

Instructing75%

Instructing 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.

Negotiation85%

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

AI-Augmented Skills (7)

Critical ThinkingWritingJudgment and Decision MakingMonitoringActive LearningSystems AnalysisTechnology Design

Recommended Courses

Courses matched to Recreational 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

-7.1pt risk+$3K/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

-5.4pt risk+$4K/yr salary

Strengthen Your Edge

Double down on skills AI can't replicate

Courseraintermediate

Leading People and Teams Specialization

by University of Michigan

~6 weeks$49/mo4.7Certificate
Strengthens resilience: Leadership

Estimated Impact

-4.1pt risk+$4K/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

Post-Secondary Certificate4%
Bachelor's Degree88%
Doctoral/Professional Degree8%

Prior Experience Needed

Work experience required to enter this job

None4%
1-3 months8%
3-6 months15%
6 months - 1 year27%
1-2 years27%
2-4 years15%
6-8 years4%

Training Provided After Hiring

How long it typically takes to learn on the job

Up to 1 month31%
1-3 months31%
3-6 months27%
6 months - 1 year8%
1-2 years4%

How AI Impacts Each Task

11 tasks analyzed

Obtain information from medical records, medical staff, family members and the patients themselves to assess patients' capabilities, needs and interests.

Risk: 45.0%AI: 45EstimatedTime: 10%

Conduct therapy sessions to improve patients' mental and physical well-being.

Risk: 19.0%AI: 10EstimatedTime: 20%

Plan, organize, direct, and participate in treatment programs and activities to facilitate patients' rehabilitation, help them integrate into the community, and prevent further medical problems.

Risk: 19.0%AI: 10EstimatedTime: 15%

Observe, analyze, and record patients' participation, reactions, and progress during treatment sessions, modifying treatment programs as needed.

Risk: 41.0%AI: 35EstimatedTime: 10%

Confer with members of treatment team to plan and evaluate therapy programs.

Risk: 25.0%AI: 25EstimatedTime: 5%

Instruct patient in activities and techniques, such as sports, dance, music, art, or relaxation techniques, designed to meet their specific physical or psychological needs.

Risk: 19.0%AI: 10EstimatedTime: 10%

Develop treatment plan to meet needs of patient, based on needs assessment, patient interests, and objectives of therapy.

Risk: 52.5%AI: 63.73ObservedTime: 10%

Encourage clients with special needs and circumstances to acquire new skills and get involved in health-promoting leisure activities, such as sports, games, arts and crafts, and gardening.

Risk: 19.0%AI: 10EstimatedTime: 4%

Prepare and submit reports and charts to treatment team to reflect patients' reactions and evidence of progress or regression.

Risk: 86.0%AI: 92EstimatedTime: 10%

Counsel and encourage patients to develop leisure activities.

Risk: 42.5%AI: 68.75ObservedTime: 4%

Develop discharge plans for patients.

Risk: 47.0%AI: 50EstimatedTime: 2%

Protective Factors

Total protective discount: 36.4%

Essential Soft Skills

Traits that are hard for AI to replicate

Adaptability/FlexibilityIntegrityConcern for OthersCooperationDependabilitySocial OrientationSelf ControlInitiativeInnovationLeadershipIndependenceStress Tolerance

Wage & Employment (2024)

Median Wage

$60,280

per year

Mean Wage

$65,350

per year

Employment

15K

workers

Wage Range

$39,520 - $96,600

10th - 90th pct

Wage Distribution

$39,520Median: $60,280$96,600
Career Planning

Explore other career paths

Compare displacement risk across occupations and find careers with stronger long-term prospects.

Alternate Career Paths

See all transitions

Recreation Workers

23%
Low Risk

Median salary: $35,380

Higher risk than 13% of other occupations

Middle School Teachers, Except Special and Career/Technical Education

26%
Medium Risk

Median salary: $62,970

Higher risk than 21% of other occupations

Special Education Teachers, Secondary School

26%
Medium Risk

Higher risk than 22% of other occupations

Residential Advisors

26%
Medium Risk

Median salary: $39,180

Higher risk than 23% of other occupations

Social and Human Service Assistants

28%
Medium Risk

Median salary: $45,120

Higher risk than 27% of other occupations

Elementary School Teachers, Except Special Education

30%
Medium Risk

Median salary: $62,340

Higher risk than 37% of other occupations

Health Educators

31%
Medium Risk

Median salary: $63,000

Higher risk than 47% of other occupations

Career/Technical Education Teachers, Middle School

32%
Medium Risk

Median salary: $63,620

Higher risk than 49% of other occupations

Probation Officers and Correctional Treatment Specialists

33%
Medium Risk

Median salary: $64,520

Higher risk than 58% of other occupations

Rehabilitation Counselors

34%
Medium Risk

Median salary: $46,110

Higher risk than 64% of other occupations

Sales Managers

25%
Medium Risk

Higher risk than 20% of other occupations

Chief Executives

26%
Medium Risk

Higher risk than 23% of other occupations

General and Operations Managers

28%
Medium Risk

Higher risk than 29% of other occupations

Marketing Managers

30%
Medium Risk

Higher risk than 38% of other occupations

Advertising and Promotions Managers

31%
Medium Risk

Higher risk than 43% of other occupations

Computer and Information Systems Managers

31%
Medium Risk

Higher risk than 45% of other occupations

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Recommendations

Skills to Develop

These skills are at risk from AI automation. Recreational 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.

  • Leadership

    Leadership 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.

  • 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.

  • Critical Thinking

    Critical Thinking 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.

  • 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.

  • Monitoring

    Monitoring 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.

Score History

Risk score over 2 scoring runs

+2.6

overall change

Checking for existing plan...