entityType = "role"
schemaVersion = "role.v1"
slug = "role-29-1125-00"
socCode = "29-1125.00"
title = "Recreational Therapists"
summary = "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 crafts. May assess a patient condition and recommend appropriate recreational activity."
aliases = ["Certified Therapeutic Recreation Specialist (CTRS)", "Recreation Therapist", "Recreational Therapist", "Rehabilitation Therapist", "Activities Coordinator", "General Activities Therapist", "Recreational Therapy Program Coordinator", "Therapeutic Recreation Specialist", "Therapeutic Specialist", "Therapist", "Activities Therapist", "Activity Therapist"]
emergingTasks = []

[preparation]
jobZone = "4"
jobZoneName = "Job Zone Four: Considerable Preparation Needed"
education = "Most of these occupations require a four-year bachelor's degree, but some do not."
experience = "A considerable amount of work-related skill, knowledge, or experience is needed for these occupations. For example, an accountant must complete four years of college and work for several years in accounting to be considered qualified."
svpRange = "(7.0 to < 8.0)"

[[preparation.educationDistribution]]
label = "Bachelor's Degree"
percentage = 91.89

[[preparation.educationDistribution]]
label = "Post-Baccalaureate Certificate"
percentage = 5.41

[[preparation.educationDistribution]]
label = "Master's Degree"
percentage = 2.7

[educationLevel]
category = "Bachelor's degree"
slug = "bachelor-s-degree"

[market]
medianWage = 60280
meanWage = 65350
pct10Wage = 39520
pct25Wage = 48230
pct75Wage = 77680
pct90Wage = 96600
employment = 15060
areaTitle = "U.S."

[industries]
count = 10

[[industries.top]]
naics = "62"
slug = "62"
title = "Health Care and Social Assistance"
level = "Sector"
employment = 11700
medianWage = 57250
lq = 5.18

[[industries.top]]
naics = "621340"
slug = "621340"
title = "Offices of Physical, Occupational and Speech Therapists, and Audiologists"
level = "National industry"
employment = 710
lq = 15.25

[[industries.top]]
naics = "624120"
slug = "624120"
title = "Services for the Elderly and Persons with Disabilities"
level = "National industry"
employment = 430
medianWage = 53300
lq = 1.83

[[industries.top]]
naics = "623220"
slug = "623220"
title = "Residential Mental Health and Substance Abuse Facilities"
level = "National industry"
employment = 360
medianWage = 54400
lq = 14.25

[[industries.top]]
naics = "61"
slug = "61"
title = "Educational Services"
level = "Sector"
employment = 240
medianWage = 65530
lq = 0.18

[[industries.top]]
naics = "623210"
slug = "623210"
title = "Residential Intellectual and Developmental Disability Facilities"
level = "National industry"
employment = 90
medianWage = 52000

[[industries.top]]
naics = "621330"
slug = "621330"
title = "Offices of Mental Health Practitioners (except Physicians)"
level = "National industry"
employment = 60
medianWage = 54110

[[industries.top]]
naics = "81"
slug = "81"
title = "Other Services (except Public Administration)"
level = "Sector"
employment = 60
medianWage = 51010

[[industries.top]]
naics = "621420"
slug = "621420"
title = "Outpatient Mental Health and Substance Abuse Centers"
level = "National industry"
employment = 50
medianWage = 49270

[[industries.top]]
naics = "56"
slug = "56"
title = "Administrative and Support and Waste Management and Remediation Services"
level = "Sector"
employment = 40
medianWage = 128380

[[industries.concentrated]]
naics = "621340"
slug = "621340"
title = "Offices of Physical, Occupational and Speech Therapists, and Audiologists"
level = "National industry"
employment = 710
lq = 15.25

[[industries.concentrated]]
naics = "623220"
slug = "623220"
title = "Residential Mental Health and Substance Abuse Facilities"
level = "National industry"
employment = 360
lq = 14.25

[[industries.concentrated]]
naics = "62"
slug = "62"
title = "Health Care and Social Assistance"
level = "Sector"
employment = 11700
lq = 5.18

[[industries.concentrated]]
naics = "624120"
slug = "624120"
title = "Services for the Elderly and Persons with Disabilities"
level = "National industry"
employment = 430
lq = 1.83

[[industries.concentrated]]
naics = "61"
slug = "61"
title = "Educational Services"
level = "Sector"
employment = 240
lq = 0.18

[aiOutlook]
teleworkable = false
usageRelease = "2026-01-15-v4-plus-2025-03-27-v2"

[aiOutlook.index]
value = 39
percentile = 37
band = "Moderate"
version = "ai-exposure-index-v1"
componentCount = 3

[[aiOutlook.index.components]]
percentile = 54
source = "felten_aioe"

[[aiOutlook.index.components]]
percentile = 46
source = "openai_gpts_are_gpts"

[[aiOutlook.index.components]]
percentile = 16
source = "microsoft_working_with_ai"

[aiOutlook.freyHistorical]
source = "frey"
label = "Computerization probability (Frey & Osborne, 2013)"
value = 0.0028
percentile = 0
band = "Low"
note = "A pre-LLM (2013) estimate of how automatable this job is by computerization and robotics. Shown for historical context only — it is not part of any current AI ranking."

[aiOutlook.eloundou]
alpha = 0.09090909090909091
beta = 0.3181818181818182
gamma = 0.5454545454545454

[aiOutlook.bls]
growthPercent = 3.3
growthPercentile = 55
direction = "About average"
annualOpeningsThousands = 1.3
annualOpeningsPercentile = 20
employment2024Thousands = 16.1
employment2034Thousands = 16.6

[[aiOutlook.exposure]]
source = "felten_aioe"
label = "Overall AI exposure (Felten et al.)"
value = 0.2190109
percentile = 54
band = "Moderate"
note = "How much this job's abilities overlap with what AI systems can do, across many AI capabilities. A relative research score, not a forecast of job loss."

[[aiOutlook.exposure]]
source = "eloundou_gamma"
label = "LLM task exposure, γ (OpenAI / Eloundou)"
value = 0.5454545454545454
percentile = 46
band = "Moderate"
note = "Share of this job's tasks where a large language model plus simple tools could cut the time to do them by at least half. γ is capped at 1.0 and many jobs reach that ceiling, so treat a top score as 'in the top group', not a precise rank."

[[aiOutlook.exposure]]
source = "microsoft_applicability"
label = "AI assistant applicability (Microsoft)"
value = 0.06524824135181612
percentile = 16
band = "Low"
note = "How applicable today's AI assistants are to this job's activities, measured from real Microsoft Copilot conversations. Applicability is not the same as replacement."

[[aiOutlook.usageTasks]]
task = "Counsel and encourage patients to develop leisure activities."
usagePercent = 0.0030812336437847413
importance = 4.44

[[aiOutlook.usageTasks]]
task = "Observe, analyze, and record patients' participation, reactions, and progress during treatment sessions, modifying treatment programs as needed."
usagePercent = 0.0019514479743970028
importance = 4.54

[[aiOutlook.sources]]
source = "bls_employment_projections"
version = "2024-2034"

[[aiOutlook.sources]]
source = "dingel_neiman"
version = "dingel-neiman-workathome"

[[aiOutlook.sources]]
source = "felten_aioe"
version = "felten-raj-seamans-aioe"

[[aiOutlook.sources]]
source = "frey_osborne"
version = "frey-osborne-automation"

[[aiOutlook.sources]]
source = "microsoft_working_with_ai"
version = "working-with-ai"

[[aiOutlook.sources]]
source = "openai_gpts_are_gpts"
version = "gpts-are-gpts"

[aiPlaybook]
trustedTaskCount = 1
taskCount = 2
totalSample = 108
autonomyMedian = 4
dominantCollaboration = "task iteration"
automationShare = 28.57
augmentationShare = 63.09
workUsePercent = 22.62
release = "2026-01-15-v4-plus-2025-03-27-v2"

[[aiPlaybook.collaboration]]
label = "task iteration"
percent = 34.52

[[aiPlaybook.collaboration]]
label = "directive"
percent = 28.57

[[aiPlaybook.collaboration]]
label = "learning"
percent = 28.57

[[aiPlaybook.useCase]]
label = "personal"
percent = 70.24

[[aiPlaybook.useCase]]
label = "work"
percent = 22.62

[[aiPlaybook.delegatedTasks]]
task = "Develop treatment plan to meet needs of patient, based on needs assessment, patient interests and objectives of therapy."
usagePercent = 0.00840105013126641
collaboration = "task iteration"
autonomyMedian = 4
sampleCount = 84

[[aiPlaybook.boundaryTasks]]
task = "Develop treatment plan to meet needs of patient, based on needs assessment, patient interests and objectives of therapy."
humanNeededPercent = 90.47619047619048
sampleCount = 84

[[aiPlaybook.seedPrompts]]
prompt = "Let's work through this together, step by step: develop treatment plan to meet needs of patient, based on needs assessment, patient interests and objectives of therapy. I'll give feedback as we go."
collaboration = "task iteration"

[counts]
tasks = 11
skills = 39
capabilities = 120
tools = 14
relatedRoles = 20

[source]
dataset = "gold.onet_role_starter_surface"
version = "30.3"
generatedAt = "2026-06-02T21:00:32.945303+00:00"
contentHash = "3cbb9c1f62ab8a84"

[[tasks]]
text = "Instruct patient in activities and techniques, such as sports, dance, music, art, or relaxation techniques, designed to meet their specific physical or psychological needs."
type = "Core"
iwa = "4.A.4.b.3.f"

[[tasks]]
text = "Conduct therapy sessions to improve patients' mental and physical well-being."
type = "Core"
iwa = "4.A.4.a.5.b"

[[tasks]]
text = "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."
type = "Core"
iwa = "4.A.2.b.2.a"

[[tasks]]
text = "Observe, analyze, and record patients' participation, reactions, and progress during treatment sessions, modifying treatment programs as needed."
type = "Core"
iwa = "4.A.1.a.2.e"

[[tasks]]
text = "Develop treatment plan to meet needs of patient, based on needs assessment, patient interests, and objectives of therapy."
type = "Core"
iwa = "4.A.2.b.2.a"

[[tasks]]
text = "Confer with members of treatment team to plan and evaluate therapy programs."
type = "Core"
iwa = "4.A.4.a.2.d"

[[tasks]]
text = "Obtain information from medical records, medical staff, family members and the patients, themselves, to assess patients' capabilities, needs and interests."
type = "Core"
iwa = "4.A.1.a.1.l"

[[tasks]]
text = "Counsel and encourage patients to develop leisure activities."
type = "Core"
iwa = "4.A.4.b.6.a"

[[tasks]]
text = "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."
type = "Core"
iwa = "4.A.4.b.2.a"

[[tasks]]
text = "Prepare and submit reports and charts to treatment team to reflect patients' reactions and evidence of progress or regression."
type = "Core"
iwa = "4.A.3.b.6.f"

[[tasks]]
text = "Develop discharge plans for patients."
type = "Core"
iwa = "4.A.2.b.2.a"

[[activities]]
name = "Develop medical treatment plans."
iwa = "4.A.2.b.2.a"

[[activities]]
name = "Monitor patient progress or responses to treatments."
iwa = "4.A.1.a.2.e"

[[activities]]
name = "Record patient medical histories."
iwa = "4.A.3.b.6.k"

[[activities]]
name = "Develop treatment plans that use non-medical therapies."
iwa = "4.A.2.b.2.a"

[[activities]]
name = "Encourage patients or clients to develop life skills."
iwa = "4.A.4.b.2.a"

[[activities]]
name = "Provide health and wellness advice to patients, program participants, or caregivers."
iwa = "4.A.4.b.6.a"

[[activities]]
name = "Collaborate with healthcare professionals to plan or provide treatment."
iwa = "4.A.4.a.2.d"

[[activities]]
name = "Treat patients using psychological therapies."
iwa = "4.A.4.a.5.b"

[[activities]]
name = "Train patients, family members, or caregivers in techniques for managing disabilities or illnesses."
iwa = "4.A.4.b.3.f"

[[activities]]
name = "Gather medical information from patient histories."
iwa = "4.A.1.a.1.l"

[[activities]]
name = "Collect medical information from patients, family members, or other medical professionals."
iwa = "4.A.1.a.1.l"

[[activities]]
name = "Prepare reports summarizing patient diagnostic or care activities."
iwa = "4.A.3.b.6.f"

[[activities]]
name = "Inform medical professionals regarding patient conditions and care."
iwa = "4.A.4.a.2.d"

[[capabilities]]
name = "Psychology"
family = "knowledge"
value = 4.55

[[capabilities]]
name = "Therapy and Counseling"
family = "knowledge"
value = 4.53

[[capabilities]]
name = "Customer and Personal Service"
family = "knowledge"
value = 4.42

[[capabilities]]
name = "Education and Training"
family = "knowledge"
value = 4.16

[[capabilities]]
name = "Service Orientation"
family = "transferable_skill"
value = 4.12

[[capabilities]]
name = "English Language"
family = "knowledge"
value = 4.08

[[capabilities]]
name = "Active Listening"
family = "essential_skill"
value = 4

[[capabilities]]
name = "Speaking"
family = "essential_skill"
value = 4

[[capabilities]]
name = "Social Perceptiveness"
family = "transferable_skill"
value = 4

[[capabilities]]
name = "Coordination"
family = "transferable_skill"
value = 4

[[capabilities]]
name = "Oral Comprehension"
family = "ability"
value = 4

[[capabilities]]
name = "Oral Expression"
family = "ability"
value = 4

[[capabilities]]
name = "Speech Clarity"
family = "ability"
value = 4

[[capabilities]]
name = "Reading Comprehension"
family = "essential_skill"
value = 3.88

[[capabilities]]
name = "Writing"
family = "essential_skill"
value = 3.88

[[capabilities]]
name = "Critical Thinking"
family = "essential_skill"
value = 3.88

[[capabilities]]
name = "Instructing"
family = "transferable_skill"
value = 3.88

[[capabilities]]
name = "Written Comprehension"
family = "ability"
value = 3.88

[[capabilities]]
name = "Written Expression"
family = "ability"
value = 3.88

[[capabilities]]
name = "Problem Sensitivity"
family = "ability"
value = 3.88

[[capabilities]]
name = "Deductive Reasoning"
family = "ability"
value = 3.88

[[capabilities]]
name = "Inductive Reasoning"
family = "ability"
value = 3.75

[[capabilities]]
name = "Speech Recognition"
family = "ability"
value = 3.75

[[capabilities]]
name = "Information Ordering"
family = "ability"
value = 3.62

[[capabilities]]
name = "Complex Problem Solving"
family = "transferable_skill"
value = 3.5

[[capabilities]]
name = "Sociology and Anthropology"
family = "knowledge"
value = 3.46

[[capabilities]]
name = "Active Learning"
family = "essential_skill"
value = 3.38

[[capabilities]]
name = "Learning Strategies"
family = "essential_skill"
value = 3.38

[[capabilities]]
name = "Monitoring"
family = "essential_skill"
value = 3.38

[[capabilities]]
name = "Persuasion"
family = "transferable_skill"
value = 3.38

[[capabilities]]
name = "Administration and Management"
family = "knowledge"
value = 3.37

[[capabilities]]
name = "Time Management"
family = "transferable_skill"
value = 3.25

[[capabilities]]
name = "Originality"
family = "ability"
value = 3.25

[[capabilities]]
name = "Medicine and Dentistry"
family = "knowledge"
value = 3.16

[[capabilities]]
name = "Negotiation"
family = "transferable_skill"
value = 3.12

[[capabilities]]
name = "Judgment and Decision Making"
family = "transferable_skill"
value = 3.12

[[capabilities]]
name = "Fluency of Ideas"
family = "ability"
value = 3.12

[[capabilities]]
name = "Category Flexibility"
family = "ability"
value = 3.12

[[capabilities]]
name = "Near Vision"
family = "ability"
value = 3.12

[[capabilities]]
name = "Systems Analysis"
family = "transferable_skill"
value = 3

[[skills]]
name = "Psychology"
type = "Specialized Skill"

[[skills]]
name = "English Language"
type = "Common Skill"

[[skills]]
name = "Social Perceptiveness"
type = "Common Skill"

[[skills]]
name = "Active Listening"
type = "Common Skill"

[[skills]]
name = "Writing"
type = "Common Skill"

[[skills]]
name = "Reading Comprehension"
type = "Common Skill"

[[skills]]
name = "Instructing"
type = "Specialized Skill"

[[skills]]
name = "Deductive Reasoning"
type = "Common Skill"

[[skills]]
name = "Critical Thinking"
type = "Common Skill"

[[skills]]
name = "Speech Recognition"
type = "Specialized Skill"

[[skills]]
name = "Inductive Reasoning"
type = "Common Skill"

[[skills]]
name = "Information Ordering"
type = "Specialized Skill"

[[skills]]
name = "Complex Problem Solving"
type = "Common Skill"

[[skills]]
name = "Learning Strategies"
type = "Specialized Skill"

[[skills]]
name = "Active Learning"
type = "Common Skill"

[[skills]]
name = "Time Management"
type = "Common Skill"

[[skills]]
name = "Negotiation"
type = "Common Skill"

[[skills]]
name = "Systems Analysis"
type = "Specialized Skill"

[[skills]]
name = "Microsoft Word"
type = "Common Skill"

[[skills]]
name = "Microsoft PowerPoint"
type = "Common Skill"

[[skills]]
name = "Microsoft Outlook"
type = "Common Skill"

[[skills]]
name = "Microsoft Excel"
type = "Common Skill"

[[skills]]
name = "Finger Dexterity"
type = "Common Skill"

[[skills]]
name = "Visualization"
type = "Specialized Skill"

[[skills]]
name = "Biology"
type = "Specialized Skill"

[[skills]]
name = "Mathematics"
type = "Common Skill"

[[skills]]
name = "Telecommunications"
type = "Specialized Skill"

[[skills]]
name = "Foreign Language"
type = "Common Skill"

[[skills]]
name = "Speech Recognition Software"
type = "Specialized Skill"

[[skills]]
name = "Email Software"
type = "Specialized Skill"

[[skills]]
name = "Depth Perception"
type = "Common Skill"

[[skills]]
name = "Geography"
type = "Specialized Skill"

[[skills]]
name = "Physics"
type = "Specialized Skill"

[[skills]]
name = "Chemistry"
type = "Specialized Skill"

[[skills]]
name = "Equipment Selection"
type = "Specialized Skill"

[[skills]]
name = "Presentation Software"
type = "Specialized Skill"

[[skills]]
name = "Medical Software"
type = "Specialized Skill"

[[skills]]
name = "Installation"
type = "Specialized Skill"

[[skills]]
name = "Equipment Maintenance"
type = "Specialized Skill"

[[tools]]
example = "Microsoft Office software"
category = "Office suite software"
hot = true
inDemand = true

[[tools]]
example = "Microsoft Excel"
category = "Spreadsheet software"
hot = true
inDemand = false

[[tools]]
example = "Microsoft Outlook"
category = "Electronic mail software"
hot = true
inDemand = false

[[tools]]
example = "Microsoft PowerPoint"
category = "Presentation software"
hot = true
inDemand = false

[[tools]]
example = "Microsoft Word"
category = "Word processing software"
hot = true
inDemand = false

[[tools]]
example = "Avid Technology Sibelius"
category = "Music or sound editing software"
hot = false
inDemand = false

[[tools]]
example = "Email software"
category = "Electronic mail software"
hot = false
inDemand = false

[[tools]]
example = "Hyperscore"
category = "Music or sound editing software"
hot = false
inDemand = false

[[tools]]
example = "MakeMusic Finale"
category = "Music or sound editing software"
hot = false
inDemand = false

[[tools]]
example = "Musical instrument digital interface MIDI software"
category = "Music or sound editing software"
hot = false
inDemand = false

[[tools]]
example = "Patient electronic medical record EMR software"
category = "Medical software"
hot = false
inDemand = false

[[tools]]
example = "Speech recognition software"
category = "Voice recognition software"
hot = false
inDemand = false

[[tools]]
example = "Steinberg Cubase Pro"
category = "Music or sound editing software"
hot = false
inDemand = false

[[tools]]
example = "Web browser software"
category = "Internet browser software"
hot = false
inDemand = false

[[workContext]]
name = "Face-to-Face Discussions with Individuals and Within Teams"
value = 4.95

[[workContext]]
name = "Contact With Others"
value = 4.82

[[workContext]]
name = "E-Mail"
value = 4.79

[[workContext]]
name = "Work With or Contribute to a Work Group or Team"
value = 4.65

[[workContext]]
name = "Indoors, Environmentally Controlled"
value = 4.47

[[workContext]]
name = "Physical Proximity"
value = 4.37

[[workContext]]
name = "Determine Tasks, Priorities and Goals"
value = 4.32

[[workContext]]
name = "Freedom to Make Decisions"
value = 4.26

[[workContext]]
name = "Telephone Conversations"
value = 4.22

[[workContext]]
name = "Coordinate or Lead Others in Accomplishing Work Activities"
value = 4

[[workContext]]
name = "Deal With External Customers or the Public in General"
value = 3.95

[[workContext]]
name = "Exposed to Disease or Infections"
value = 3.95

[[workContext]]
name = "Health and Safety of Other Workers"
value = 3.87

[[workContext]]
name = "Time Pressure"
value = 3.68

[[workContext]]
name = "Dealing With Unpleasant, Angry, or Discourteous People"
value = 3.51

[[workContext]]
name = "Public Speaking"
value = 3.5

[[workContext]]
name = "Written Letters and Memos"
value = 3.46

[[workContext]]
name = "Conflict Situations"
value = 3.45

[[workContext]]
name = "Spend Time Standing"
value = 3.23

[[workContext]]
name = "Frequency of Decision Making"
value = 3.21

[[workContext]]
name = "Impact of Decisions on Co-workers or Company Results"
value = 3.16

[[workContext]]
name = "Importance of Being Exact or Accurate"
value = 3.05

[[workContext]]
name = "Work Outcomes and Results of Other Workers"
value = 3

[[workContext]]
name = "In an Enclosed Vehicle or Operate Enclosed Equipment"
value = 2.92

[[workContext]]
name = "Spend Time Walking or Running"
value = 2.92

[[workContext]]
name = "Outdoors, Exposed to All Weather Conditions"
value = 2.84

[[workContext]]
name = "Exposed to Sounds, Noise Levels that are Distracting or Uncomfortable"
value = 2.84

[[workContext]]
name = "Spend Time Using Your Hands to Handle, Control, or Feel Objects, Tools, or Controls"
value = 2.79

[[workContext]]
name = "Importance of Repeating Same Tasks"
value = 2.63

[[workContext]]
name = "Dealing with Violent or Physically Aggressive People"
value = 2.59

[[workContext]]
name = "Level of Competition"
value = 2.55

[[workContext]]
name = "Outdoors, Under Cover"
value = 2.51

[[workContext]]
name = "Spend Time Sitting"
value = 2.51

[[workContext]]
name = "Consequence of Error"
value = 2.47

[[workContext]]
name = "Spend Time Bending or Twisting Your Body"
value = 2.34

[[workContext]]
name = "Spend Time Making Repetitive Motions"
value = 2.34

[[workContext]]
name = "Indoors, Not Environmentally Controlled"
value = 2.26

[[workContext]]
name = "Wear Common Protective or Safety Equipment such as Safety Shoes, Glasses, Gloves, Hearing Protection, Hard Hats, or Life Jackets"
value = 2.16

[[workContext]]
name = "Exposed to Minor Burns, Cuts, Bites, or Stings"
value = 1.97

[[workContext]]
name = "Exposed to Contaminants"
value = 1.92

[[personFit]]
name = "Dependability"
family = "work_style"
value = 8

[[personFit]]
name = "Integrity"
family = "work_style"
value = 7

[[personFit]]
name = "Social"
family = "career_interest_type"
value = 6.82

[[personFit]]
name = "Social Service"
family = "specific_interest_area"
value = 6.54

[[personFit]]
name = "Professional Advising"
family = "specific_interest_area"
value = 6

[[personFit]]
name = "Cooperation"
family = "work_style"
value = 6

[[personFit]]
name = "Health Care Service"
family = "specific_interest_area"
value = 5.93

[[personFit]]
name = "Social Science"
family = "specific_interest_area"
value = 5

[[personFit]]
name = "Social Orientation"
family = "work_style"
value = 5

[[personFit]]
name = "Teaching/Education"
family = "specific_interest_area"
value = 4.68

[[personFit]]
name = "Personal Service"
family = "specific_interest_area"
value = 4.44

[[personFit]]
name = "Investigative"
family = "career_interest_type"
value = 4.32

[[personFit]]
name = "Self-Control"
family = "work_style"
value = 4

[[personFit]]
name = "Realistic"
family = "career_interest_type"
value = 3.69

[[personFit]]
name = "Medical Science"
family = "specific_interest_area"
value = 3.21

[[personFit]]
name = "Athletics"
family = "specific_interest_area"
value = 3.08

[[relatedRoles]]
socCode = "31-2011.00"
slug = "role-31-2011-00"
title = "Occupational Therapy Assistants"
tier = "Primary-Short"

[[relatedRoles]]
socCode = "29-2053.00"
slug = "role-29-2053-00"
title = "Psychiatric Technicians"
tier = "Primary-Short"

[[relatedRoles]]
socCode = "29-1122.00"
slug = "role-29-1122-00"
title = "Occupational Therapists"
tier = "Primary-Short"

[[relatedRoles]]
socCode = "31-2021.00"
slug = "role-31-2021-00"
title = "Physical Therapist Assistants"
tier = "Primary-Short"

[[relatedRoles]]
socCode = "31-2012.00"
slug = "role-31-2012-00"
title = "Occupational Therapy Aides"
tier = "Primary-Short"

[[relatedRoles]]
socCode = "29-1123.00"
slug = "role-29-1123-00"
title = "Physical Therapists"
tier = "Primary-Long"

[[relatedRoles]]
socCode = "31-2022.00"
slug = "role-31-2022-00"
title = "Physical Therapist Aides"
tier = "Primary-Long"

[[relatedRoles]]
socCode = "21-1015.00"
slug = "role-21-1015-00"
title = "Rehabilitation Counselors"
tier = "Primary-Long"

[[relatedRoles]]
socCode = "29-1129.01"
slug = "role-29-1129-01"
title = "Art Therapists"
tier = "Primary-Long"

[[relatedRoles]]
socCode = "29-1129.02"
slug = "role-29-1129-02"
title = "Music Therapists"
tier = "Primary-Long"

[[relatedRoles]]
socCode = "29-1229.04"
slug = "role-29-1229-04"
title = "Physical Medicine and Rehabilitation Physicians"
tier = "Supplemental"

[[relatedRoles]]
socCode = "31-1133.00"
slug = "role-31-1133-00"
title = "Psychiatric Aides"
tier = "Supplemental"

[[careerClusters]]
cluster = "Healthcare & Human Services"
slug = "healthcare-human-services"

[[studyPrograms]]
title = "Health Professions and Related Programs"
slug = "health-professions-and-related-programs"

[[aiSignals]]
source = "frey_osborne"
label = "Computerization probability"
score = 0.0028
scale = "0-1 probability"
release = "2013-baseline-2016-employment-snapshot"

[[aiSignals]]
source = "felten_aioe"
label = "AI occupational exposure"
score = 0.2190109
scale = "relative exposure score"
release = "2021-plus-generative-ai-workbooks"

[[aiSignals]]
source = "felten_image_generation_aioe"
label = "Image generation occupational exposure"
score = -0.2381101
scale = "relative exposure score"
release = "2021-plus-generative-ai-workbooks"

[[aiSignals]]
source = "felten_language_modeling_aioe"
label = "Language modeling occupational exposure"
score = 0.4009678
scale = "relative exposure score"
release = "2021-plus-generative-ai-workbooks"
