entityType = "role"
schemaVersion = "role.v1"
slug = "role-29-1122-00"
socCode = "29-1122.00"
title = "Occupational Therapists"
summary = "Assess, plan, and organize 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. Use therapeutic techniques, adapt the individual's environment, teach skills, and modify specific tasks that present barriers to the individual."
aliases = ["Certified Hand Therapist (CHT)", "Occupational Therapist (OT)", "Pediatric Occupational Therapist (Pediatric OT)", "Registered Occupational Therapist (OTR)", "Assistive Technology Trainer", "Early Intervention Occupational Therapist", "Home Health Occupational Therapist", "Industrial Rehabilitation Consultant", "Pediatrics and Acute Care Occupational Therapist", "Acute Care OT (Acute Care Occupational Therapist)", "Home Care Occupational Therapist (Home Care OT)", "Independent Living Specialist"]

[preparation]
jobZone = "5"
jobZoneName = "Job Zone Five: Extensive Preparation Needed"
education = "Most of these occupations require graduate school. For example, they may require a master's degree, and some require a Ph.D., M.D., or J.D. (law degree)."
experience = "Extensive skill, knowledge, and experience are needed for these occupations. Many require more than five years of experience. For example, surgeons must complete four years of college and an additional five to seven years of specialized medical training to be able to do their job."
svpRange = "(8.0 and above)"

[[preparation.educationDistribution]]
label = "Master's Degree"
percentage = 86.36

[[preparation.educationDistribution]]
label = "Bachelor's Degree"
percentage = 13.64

[educationLevel]
category = "Master's degree"
slug = "master-s-degree"

[market]
medianWage = 98340
meanWage = 98240
pct10Wage = 67090
pct25Wage = 80490
pct75Wage = 110460
pct90Wage = 129830
employment = 152280
areaTitle = "U.S."

[industries]
count = 16

[[industries.top]]
naics = "62"
slug = "62"
title = "Health Care and Social Assistance"
level = "Sector"
employment = 125010
medianWage = 99190
lq = 5.48

[[industries.top]]
naics = "621340"
slug = "621340"
title = "Offices of Physical, Occupational and Speech Therapists, and Audiologists"
level = "National industry"
employment = 42330
medianWage = 96380
lq = 89.93

[[industries.top]]
naics = "61"
slug = "61"
title = "Educational Services"
level = "Sector"
employment = 20390
medianWage = 83890
lq = 1.51

[[industries.top]]
naics = "56"
slug = "56"
title = "Administrative and Support and Waste Management and Remediation Services"
level = "Sector"
employment = 2490
medianWage = 87430
lq = 0.28

[[industries.top]]
naics = "624120"
slug = "624120"
title = "Services for the Elderly and Persons with Disabilities"
level = "National industry"
employment = 2060
medianWage = 84010
lq = 0.87

[[industries.top]]
naics = "561320"
slug = "561320"
title = "Temporary Help Services"
level = "National industry"
employment = 1970
medianWage = 92260
lq = 0.75

[[industries.top]]
naics = "621330"
slug = "621330"
title = "Offices of Mental Health Practitioners (except Physicians)"
level = "National industry"
employment = 640
medianWage = 85750
lq = 2.68

[[industries.top]]
naics = "55"
slug = "55"
title = "Management of Companies and Enterprises"
level = "Sector"
employment = 500
medianWage = 97760
lq = 0.18

[[industries.top]]
naics = "623210"
slug = "623210"
title = "Residential Intellectual and Developmental Disability Facilities"
level = "National industry"
employment = 380
medianWage = 94750
lq = 0.99

[[industries.top]]
naics = "621320"
slug = "621320"
title = "Offices of Optometrists"
level = "National industry"
employment = 310
medianWage = 42150
lq = 2.06

[[industries.top]]
naics = "54"
slug = "54"
title = "Professional, Scientific, and Technical Services"
level = "Sector"
employment = 280
medianWage = 60550
lq = 0.03

[[industries.top]]
naics = "621420"
slug = "621420"
title = "Outpatient Mental Health and Substance Abuse Centers"
level = "National industry"
employment = 200
medianWage = 80670
lq = 0.65

[[industries.concentrated]]
naics = "621340"
slug = "621340"
title = "Offices of Physical, Occupational and Speech Therapists, and Audiologists"
level = "National industry"
employment = 42330
lq = 89.93

[[industries.concentrated]]
naics = "62"
slug = "62"
title = "Health Care and Social Assistance"
level = "Sector"
employment = 125010
lq = 5.48

[[industries.concentrated]]
naics = "621330"
slug = "621330"
title = "Offices of Mental Health Practitioners (except Physicians)"
level = "National industry"
employment = 640
lq = 2.68

[[industries.concentrated]]
naics = "621320"
slug = "621320"
title = "Offices of Optometrists"
level = "National industry"
employment = 310
lq = 2.06

[[industries.concentrated]]
naics = "61"
slug = "61"
title = "Educational Services"
level = "Sector"
employment = 20390
lq = 1.51

[[industries.concentrated]]
naics = "623210"
slug = "623210"
title = "Residential Intellectual and Developmental Disability Facilities"
level = "National industry"
employment = 380
lq = 0.99

[[industries.concentrated]]
naics = "624120"
slug = "624120"
title = "Services for the Elderly and Persons with Disabilities"
level = "National industry"
employment = 2060
lq = 0.87

[[industries.concentrated]]
naics = "623220"
slug = "623220"
title = "Residential Mental Health and Substance Abuse Facilities"
level = "National industry"
employment = 200
lq = 0.78

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

[aiOutlook.index]
value = 42
percentile = 40
band = "Moderate"
version = "ai-exposure-index-v1"
componentCount = 3

[[aiOutlook.index.components]]
percentile = 51
source = "felten_aioe"

[[aiOutlook.index.components]]
percentile = 43
source = "openai_gpts_are_gpts"

[[aiOutlook.index.components]]
percentile = 32
source = "microsoft_working_with_ai"

[aiOutlook.freyHistorical]
source = "frey"
label = "Computerization probability (Frey & Osborne, 2013)"
value = 0.0035
percentile = 1
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 = 0.12121212121212122
beta = 0.30303030303030304
gamma = 0.48484848484848486

[aiOutlook.bls]
growthPercent = 13.8
growthPercentile = 96
direction = "Growing fast"
annualOpeningsThousands = 10.2
annualOpeningsPercentile = 64
employment2024Thousands = 160
employment2034Thousands = 182.1

[[aiOutlook.exposure]]
source = "felten_aioe"
label = "Overall AI exposure (Felten et al.)"
value = 0.1151615
percentile = 51
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 = 0.48484848484848486
percentile = 43
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 = 0.10629217812479613
percentile = 32
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 = "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."
usagePercent = 0.002978525855658583
importance = 3.91

[[aiOutlook.usageTasks]]
task = "Evaluate patients' progress and prepare reports that detail progress."
usagePercent = 0.0018487401862708444
importance = 4.45

[[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 = 4
totalSample = 102
autonomyMedian = 4
dominantCollaboration = "directive"
automationShare = 50
augmentationShare = 38.1
workUsePercent = 59.52
release = "2026-01-15-v4-plus-2025-03-27-v2"

[[aiPlaybook.collaboration]]
label = "directive"
percent = 50

[[aiPlaybook.collaboration]]
label = "task iteration"
percent = 38.1

[[aiPlaybook.useCase]]
label = "work"
percent = 59.52

[[aiPlaybook.delegatedTasks]]
task = "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."
usagePercent = 0.004200525065633205
collaboration = "directive"
autonomyMedian = 4
sampleCount = 42

[[aiPlaybook.boundaryTasks]]
task = "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."
humanNeededPercent = 85.71428571428571
sampleCount = 42

[[aiPlaybook.seedPrompts]]
prompt = "Do this for me: 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. Give me a finished draft I can review and adjust."
collaboration = "directive"

[counts]
tasks = 17
skills = 38
capabilities = 120
tools = 33
relatedRoles = 20

[source]
dataset = "gold.onet_role_starter_surface"
version = "30.3"
generatedAt = "2026-06-02T21:00:32.945303+00:00"
contentHash = "8da19104bc6c000c"

[[tasks]]
text = "Test and evaluate patients' physical and mental abilities and analyze medical data to determine realistic rehabilitation goals for patients."
type = "Core"
iwa = "4.A.2.a.1.f"

[[tasks]]
text = "Complete and maintain necessary records."
type = "Core"
iwa = "4.A.3.b.6.k"

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

[[tasks]]
text = "Plan and implement programs and social activities to help patients learn work or school skills and adjust to handicaps."
type = "Core"
iwa = "4.A.2.b.2.a"

[[tasks]]
text = "Train caregivers in providing for the needs of a patient during and after therapy."
type = "Core"
iwa = "4.A.4.b.3.f"

[[tasks]]
text = "Evaluate patients' progress and prepare reports that detail progress."
type = "Core"
iwa = "4.A.1.a.2.e"

[[tasks]]
text = "Select activities that will help individuals learn work and life-management skills within limits of their mental or physical capabilities."
type = "Core"
iwa = "4.A.2.b.2.a"

[[tasks]]
text = "Lay out materials such as puzzles, scissors and eating utensils for use in therapy, and clean and repair these tools after therapy sessions."
type = "Core"
iwa = "4.A.3.a.1.i"

[[tasks]]
text = "Consult with rehabilitation team to select activity programs or coordinate occupational therapy with other therapeutic activities."
type = "Core"
iwa = "4.A.4.a.2.d"

[[tasks]]
text = "Design and create, or requisition, special supplies and equipment, such as splints, braces, and computer-aided adaptive equipment."
type = "Core"
iwa = "4.A.2.b.2.k"

[[tasks]]
text = "Recommend changes in patients' work or living environments, consistent with their needs and capabilities."
type = "Core"
iwa = "4.A.4.b.6.a"

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

[[emergingTasks]]
text = "Recommend adaptive equipment to individuals to increase independence in daily living activities."

[[activities]]
name = "Train caregivers or other non-medical personnel."
iwa = "4.A.4.b.3.f"

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

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

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

[[activities]]
name = "Evaluate patient functioning, capabilities, or health."
iwa = "4.A.2.a.1.f"

[[activities]]
name = "Analyze patient data to determine patient needs or treatment goals."
iwa = "4.A.2.a.4.f"

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

[[activities]]
name = "Design public or employee health programs."
iwa = "4.A.2.b.2.n"

[[activities]]
name = "Direct healthcare delivery programs."
iwa = "4.A.4.b.4.j"

[[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 = "Assist clients in handling details of daily life."
iwa = "4.A.4.a.5.i"

[[activities]]
name = "Assist patients with daily activities."
iwa = "4.A.4.a.5.i"

[[activities]]
name = "Train medical providers."
iwa = "4.A.4.b.3.f"

[[activities]]
name = "Supervise patient care personnel."
iwa = "4.A.4.b.4.a"

[[activities]]
name = "Design medical devices or appliances."
iwa = "4.A.2.b.2.k"

[[activities]]
name = "Fabricate medical devices."
iwa = "4.A.3.a.2.q"

[[activities]]
name = "Clean medical equipment or facilities."
iwa = "4.A.3.a.1.i"

[[activities]]
name = "Prepare medical supplies or equipment for use."
iwa = "4.A.3.a.2.k"

[[activities]]
name = "Advise communities or institutions regarding health or safety issues."
iwa = "4.A.4.b.6.f"

[[activities]]
name = "Conduct research to increase knowledge about medical issues."
iwa = "4.A.1.a.1.s"

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

[[capabilities]]
name = "Therapy and Counseling"
family = "knowledge"
value = 4.68

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

[[capabilities]]
name = "Customer and Personal Service"
family = "knowledge"
value = 4.27

[[capabilities]]
name = "Medicine and Dentistry"
family = "knowledge"
value = 4.23

[[capabilities]]
name = "Active Listening"
family = "essential_skill"
value = 4.12

[[capabilities]]
name = "Monitoring"
family = "essential_skill"
value = 4.12

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

[[capabilities]]
name = "Oral Expression"
family = "ability"
value = 4.12

[[capabilities]]
name = "English Language"
family = "knowledge"
value = 4.1

[[capabilities]]
name = "Reading Comprehension"
family = "essential_skill"
value = 4

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

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

[[capabilities]]
name = "Critical Thinking"
family = "essential_skill"
value = 4

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

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

[[capabilities]]
name = "Judgment and Decision Making"
family = "transferable_skill"
value = 4

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

[[capabilities]]
name = "Problem Sensitivity"
family = "ability"
value = 4

[[capabilities]]
name = "Deductive Reasoning"
family = "ability"
value = 4

[[capabilities]]
name = "Inductive Reasoning"
family = "ability"
value = 4

[[capabilities]]
name = "Active Learning"
family = "essential_skill"
value = 3.88

[[capabilities]]
name = "Learning Strategies"
family = "essential_skill"
value = 3.88

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

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

[[capabilities]]
name = "Information Ordering"
family = "ability"
value = 3.88

[[capabilities]]
name = "Speech Recognition"
family = "ability"
value = 3.88

[[capabilities]]
name = "Speech Clarity"
family = "ability"
value = 3.88

[[capabilities]]
name = "Education and Training"
family = "knowledge"
value = 3.86

[[capabilities]]
name = "Coordination"
family = "transferable_skill"
value = 3.75

[[capabilities]]
name = "Time Management"
family = "transferable_skill"
value = 3.75

[[capabilities]]
name = "Fluency of Ideas"
family = "ability"
value = 3.75

[[capabilities]]
name = "Originality"
family = "ability"
value = 3.75

[[capabilities]]
name = "Biology"
family = "knowledge"
value = 3.45

[[capabilities]]
name = "Near Vision"
family = "ability"
value = 3.38

[[capabilities]]
name = "Complex Problem Solving"
family = "transferable_skill"
value = 3.25

[[capabilities]]
name = "Category Flexibility"
family = "ability"
value = 3.25

[[capabilities]]
name = "Selective Attention"
family = "ability"
value = 3.25

[[capabilities]]
name = "Sociology and Anthropology"
family = "knowledge"
value = 3.24

[[capabilities]]
name = "Operations Analysis"
family = "transferable_skill"
value = 3.12

[[capabilities]]
name = "Systems Analysis"
family = "transferable_skill"
value = 3.12

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

[[skills]]
name = "Geography"
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 = "eClinicalWorks EHR software"
category = "Medical software"
hot = true
inDemand = false

[[tools]]
example = "Facebook"
category = "Web page creation and editing software"
hot = true
inDemand = false

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

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

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

[[tools]]
example = "Bizmatics PrognoCIS EMR"
category = "Medical software"
hot = false
inDemand = false

[[tools]]
example = "Casamba Smart"
category = "Medical software"
hot = false
inDemand = false

[[tools]]
example = "Computer drawing software"
category = "Graphics or photo imaging software"
hot = false
inDemand = false

[[tools]]
example = "Crick Software Clicker 4"
category = "Word processing software"
hot = false
inDemand = false

[[tools]]
example = "Duxbury Braille Translator"
category = "Optical character reader OCR or scanning software"
hot = false
inDemand = false

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

[[tools]]
example = "Fifth Walk BillingTracker"
category = "Billing and invoicing software"
hot = false
inDemand = false

[[tools]]
example = "FileMaker Pro"
category = "Data base user interface and query software"
hot = false
inDemand = false

[[tools]]
example = "HMS"
category = "Medical software"
hot = false
inDemand = false

[[tools]]
example = "Language arts educational software"
category = "Computer based training software"
hot = false
inDemand = false

[[tools]]
example = "Lexrotech LxPediatric"
category = "Medical software"
hot = false
inDemand = false

[[tools]]
example = "Math educational software"
category = "Computer based training software"
hot = false
inDemand = false

[[tools]]
example = "Mayer-Johnson Boardmaker"
category = "Graphics or photo imaging software"
hot = false
inDemand = false

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

[[tools]]
example = "OpenOffice WRITER"
category = "Word processing software"
hot = false
inDemand = false

[[tools]]
example = "Physical education educational software"
category = "Computer based training software"
hot = false
inDemand = false

[[tools]]
example = "Rehab Documentation Company ReDoc Suite"
category = "Medical software"
hot = false
inDemand = false

[[tools]]
example = "Science educational software"
category = "Computer based training software"
hot = false
inDemand = false

[[tools]]
example = "Screen magnification software"
category = "Device drivers or system software"
hot = false
inDemand = false

[[tools]]
example = "Screen reader software"
category = "Device drivers or system software"
hot = false
inDemand = false

[[tools]]
example = "Social studies educational software"
category = "Computer based training software"
hot = false
inDemand = false

[[tools]]
example = "Special education educational software"
category = "Computer based training software"
hot = false
inDemand = false

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

[[tools]]
example = "Synapse Adaptive Connect Outloud"
category = "Internet browser software"
hot = false
inDemand = false

[[tools]]
example = "Tactile graphic production kits software"
category = "Pattern design software"
hot = false
inDemand = false

[[tools]]
example = "Text reader software"
category = "Computer based training software"
hot = false
inDemand = false

[[tools]]
example = "Text scanning software"
category = "Optical character reader OCR or scanning software"
hot = false
inDemand = false

[[tools]]
example = "Text to speech software"
category = "Computer based training software"
hot = false
inDemand = false

[[workContext]]
name = "Face-to-Face Discussions with Individuals and Within Teams"
value = 4.91

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

[[workContext]]
name = "E-Mail"
value = 4.73

[[workContext]]
name = "Indoors, Environmentally Controlled"
value = 4.68

[[workContext]]
name = "Determine Tasks, Priorities and Goals"
value = 4.5

[[workContext]]
name = "Physical Proximity"
value = 4.45

[[workContext]]
name = "Freedom to Make Decisions"
value = 4.41

[[workContext]]
name = "Work With or Contribute to a Work Group or Team"
value = 4.36

[[workContext]]
name = "Frequency of Decision Making"
value = 4.36

[[workContext]]
name = "Telephone Conversations"
value = 4.23

[[workContext]]
name = "Exposed to Disease or Infections"
value = 4.18

[[workContext]]
name = "Impact of Decisions on Co-workers or Company Results"
value = 4.14

[[workContext]]
name = "Time Pressure"
value = 3.95

[[workContext]]
name = "Health and Safety of Other Workers"
value = 3.86

[[workContext]]
name = "Written Letters and Memos"
value = 3.68

[[workContext]]
name = "Deal With External Customers or the Public in General"
value = 3.64

[[workContext]]
name = "Spend Time Using Your Hands to Handle, Control, or Feel Objects, Tools, or Controls"
value = 3.64

[[workContext]]
name = "Coordinate or Lead Others in Accomplishing Work Activities"
value = 3.59

[[workContext]]
name = "Importance of Being Exact or Accurate"
value = 3.55

[[workContext]]
name = "Level of Competition"
value = 3.23

[[workContext]]
name = "Dealing With Unpleasant, Angry, or Discourteous People"
value = 2.95

[[workContext]]
name = "Spend Time Standing"
value = 2.91

[[workContext]]
name = "Consequence of Error"
value = 2.86

[[workContext]]
name = "Spend Time Sitting"
value = 2.82

[[workContext]]
name = "Conflict Situations"
value = 2.77

[[workContext]]
name = "Work Outcomes and Results of Other Workers"
value = 2.73

[[workContext]]
name = "Importance of Repeating Same Tasks"
value = 2.68

[[workContext]]
name = "Spend Time Bending or Twisting Your Body"
value = 2.67

[[workContext]]
name = "Wear Common Protective or Safety Equipment such as Safety Shoes, Glasses, Gloves, Hearing Protection, Hard Hats, or Life Jackets"
value = 2.45

[[workContext]]
name = "Exposed to Sounds, Noise Levels that are Distracting or Uncomfortable"
value = 2.41

[[workContext]]
name = "Spend Time Walking or Running"
value = 2.33

[[workContext]]
name = "Spend Time Kneeling, Crouching, Stooping, or Crawling"
value = 2.33

[[workContext]]
name = "Public Speaking"
value = 2.27

[[workContext]]
name = "In an Enclosed Vehicle or Operate Enclosed Equipment"
value = 2.27

[[workContext]]
name = "Dealing with Violent or Physically Aggressive People"
value = 2.09

[[workContext]]
name = "Spend Time Making Repetitive Motions"
value = 2.09

[[workContext]]
name = "Outdoors, Exposed to All Weather Conditions"
value = 1.86

[[workContext]]
name = "Spend Time Keeping or Regaining Balance"
value = 1.86

[[workContext]]
name = "Indoors, Not Environmentally Controlled"
value = 1.77

[[workContext]]
name = "Exposed to Cramped Work Space, Awkward Positions"
value = 1.77

[[personFit]]
name = "Attention to Detail"
family = "work_style"
value = 10

[[personFit]]
name = "Integrity"
family = "work_style"
value = 9

[[personFit]]
name = "Intellectual Curiosity"
family = "work_style"
value = 8

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

[[personFit]]
name = "Health Care Service"
family = "specific_interest_area"
value = 6.42

[[personFit]]
name = "Social Service"
family = "specific_interest_area"
value = 6.15

[[personFit]]
name = "Social"
family = "career_interest_type"
value = 6.08

[[personFit]]
name = "Social Orientation"
family = "work_style"
value = 6

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

[[personFit]]
name = "Empathy"
family = "work_style"
value = 5

[[personFit]]
name = "Teaching/Education"
family = "specific_interest_area"
value = 4.6

[[personFit]]
name = "Professional Advising"
family = "specific_interest_area"
value = 4.24

[[personFit]]
name = "Investigative"
family = "career_interest_type"
value = 4.23

[[personFit]]
name = "Perseverance"
family = "work_style"
value = 4

[[personFit]]
name = "Realistic"
family = "career_interest_type"
value = 3.57

[[personFit]]
name = "Medical Science"
family = "specific_interest_area"
value = 3.42

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

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

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

[[relatedRoles]]
socCode = "29-1125.00"
slug = "role-29-1125-00"
title = "Recreational Therapists"
tier = "Primary-Long"

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

[[relatedRoles]]
socCode = "29-1141.04"
slug = "role-29-1141-04"
title = "Clinical Nurse Specialists"
tier = "Primary-Long"

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

[[relatedRoles]]
socCode = "29-1122.01"
slug = "role-29-1122-01"
title = "Low Vision Therapists, Orientation and Mobility Specialists, and Vision Rehabilitation Therapists"
tier = "Primary-Long"

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

[[relatedRoles]]
socCode = "29-1171.00"
slug = "role-29-1171-00"
title = "Nurse Practitioners"
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 = 0.0035
scale = "0-1 probability"
release = "2013-baseline-2016-employment-snapshot"

[[aiSignals]]
source = "felten_aioe"
label = "AI occupational exposure"
score = 0.1151615
scale = "relative exposure score"
release = "2021-plus-generative-ai-workbooks"

[[aiSignals]]
source = "felten_image_generation_aioe"
label = "Image generation occupational exposure"
score = -0.1082611
scale = "relative exposure score"
release = "2021-plus-generative-ai-workbooks"

[[aiSignals]]
source = "felten_language_modeling_aioe"
label = "Language modeling occupational exposure"
score = 0.2657048
scale = "relative exposure score"
release = "2021-plus-generative-ai-workbooks"
