entityType = "role"
schemaVersion = "role.v1"
slug = "role-31-9011-00"
socCode = "31-9011.00"
title = "Massage Therapists"
summary = "Perform therapeutic massages of soft tissues and joints. May assist in the assessment of range of motion and muscle strength, or propose client therapy plans."
aliases = ["Certified Massage Therapist (CMT)", "Licensed Massage Practitioner (LMP)", "Licensed Massage Therapist (LMT)", "Massage Therapist", "Bodywork Therapist", "Clinical Massage Therapist", "Integrated Deep Tissue Massage Therapist", "Registered Massage Therapist (RMT)", "Soft Tissue Specialist", "Therapeutic Massage Technician", "Deep Tissue Massage Therapist", "Massage Operator"]
emergingTasks = []

[preparation]
jobZone = "3"
jobZoneName = "Job Zone Three: Medium Preparation Needed"
education = "Most occupations in this zone require training in vocational schools, related on-the-job experience, or an associate's degree."
experience = "Previous work-related skill, knowledge, or experience is required for these occupations. For example, an electrician must have completed three or four years of apprenticeship or several years of vocational training, and often must have passed a licensing exam, in order to perform the job."
svpRange = "(6.0 to < 7.0)"

[[preparation.educationDistribution]]
label = "Post-Secondary Certificate"
percentage = 73.08

[[preparation.educationDistribution]]
label = "Associate's Degree (or other 2-year degree)"
percentage = 11.54

[[preparation.educationDistribution]]
label = "Some College Courses"
percentage = 7.69

[[preparation.educationDistribution]]
label = "High School Diploma"
percentage = 3.85

[[preparation.educationDistribution]]
label = "Bachelor's Degree"
percentage = 3.85

[educationLevel]
category = "Postsecondary nondegree award"
slug = "postsecondary-nondegree-award"

[market]
medianWage = 57950
meanWage = 63430
pct10Wage = 33280
pct25Wage = 44870
pct75Wage = 77170
pct90Wage = 97450
employment = 96040
areaTitle = "U.S."

[industries]
count = 12

[[industries.top]]
naics = "81"
slug = "81"
title = "Other Services (except Public Administration)"
level = "Sector"
employment = 50170
medianWage = 55640
lq = 18.2

[[industries.top]]
naics = "62"
slug = "62"
title = "Health Care and Social Assistance"
level = "Sector"
employment = 31590
medianWage = 62990
lq = 2.2

[[industries.top]]
naics = "621310"
slug = "621310"
title = "Offices of Chiropractors"
level = "National industry"
employment = 10990
medianWage = 66710
lq = 120.96

[[industries.top]]
naics = "72"
slug = "72"
title = "Accommodation and Food Services"
level = "Sector"
employment = 9470
medianWage = 44870
lq = 1.07

[[industries.top]]
naics = "71"
slug = "71"
title = "Arts, Entertainment, and Recreation"
level = "Sector"
employment = 3400
medianWage = 58560
lq = 2.07

[[industries.top]]
naics = "713940"
slug = "713940"
title = "Fitness and Recreational Sports Centers"
level = "National industry"
employment = 2660
medianWage = 73900
lq = 6.77

[[industries.top]]
naics = "621340"
slug = "621340"
title = "Offices of Physical, Occupational and Speech Therapists, and Audiologists"
level = "National industry"
employment = 1400
medianWage = 63890
lq = 4.72

[[industries.top]]
naics = "721120"
slug = "721120"
title = "Casino Hotels"
level = "National industry"
employment = 960
medianWage = 31150
lq = 4.57

[[industries.top]]
naics = "61"
slug = "61"
title = "Educational Services"
level = "Sector"
employment = 520
medianWage = 61850
lq = 0.06

[[industries.top]]
naics = "56"
slug = "56"
title = "Administrative and Support and Waste Management and Remediation Services"
level = "Sector"
employment = 180
lq = 0.03

[[industries.top]]
naics = "621330"
slug = "621330"
title = "Offices of Mental Health Practitioners (except Physicians)"
level = "National industry"
employment = 40
medianWage = 78000

[[industries.top]]
naics = "53"
slug = "53"
title = "Real Estate and Rental and Leasing"
level = "Sector"
medianWage = 33140

[[industries.concentrated]]
naics = "621310"
slug = "621310"
title = "Offices of Chiropractors"
level = "National industry"
employment = 10990
lq = 120.96

[[industries.concentrated]]
naics = "81"
slug = "81"
title = "Other Services (except Public Administration)"
level = "Sector"
employment = 50170
lq = 18.2

[[industries.concentrated]]
naics = "713940"
slug = "713940"
title = "Fitness and Recreational Sports Centers"
level = "National industry"
employment = 2660
lq = 6.77

[[industries.concentrated]]
naics = "621340"
slug = "621340"
title = "Offices of Physical, Occupational and Speech Therapists, and Audiologists"
level = "National industry"
employment = 1400
lq = 4.72

[[industries.concentrated]]
naics = "721120"
slug = "721120"
title = "Casino Hotels"
level = "National industry"
employment = 960
lq = 4.57

[[industries.concentrated]]
naics = "62"
slug = "62"
title = "Health Care and Social Assistance"
level = "Sector"
employment = 31590
lq = 2.2

[[industries.concentrated]]
naics = "71"
slug = "71"
title = "Arts, Entertainment, and Recreation"
level = "Sector"
employment = 3400
lq = 2.07

[[industries.concentrated]]
naics = "72"
slug = "72"
title = "Accommodation and Food Services"
level = "Sector"
employment = 9470
lq = 1.07

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

[aiOutlook.index]
value = 6
percentile = 3
band = "Low"
version = "ai-exposure-index-v1"
componentCount = 3

[[aiOutlook.index.components]]
percentile = 6
source = "felten_aioe"

[[aiOutlook.index.components]]
percentile = 10
source = "openai_gpts_are_gpts"

[[aiOutlook.index.components]]
percentile = 2
source = "microsoft_working_with_ai"

[aiOutlook.freyHistorical]
source = "frey"
label = "Computerization probability (Frey & Osborne, 2013)"
value = 0.54
percentile = 48
band = "Moderate"
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 = 0.07407407407407407
beta = 0.07407407407407407
gamma = 0.07407407407407407

[aiOutlook.bls]
growthPercent = 15.4
growthPercentile = 97
direction = "Growing fast"
annualOpeningsThousands = 24.7
annualOpeningsPercentile = 81
employment2024Thousands = 168
employment2034Thousands = 193.9

[[aiOutlook.exposure]]
source = "felten_aioe"
label = "Overall AI exposure (Felten et al.)"
value = -1.410233
percentile = 6
band = "Low"
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 = 0.07407407407407407
percentile = 10
band = "Low"
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 = 0.011894316154816257
percentile = 2
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 = "Confer with clients about their medical histories and problems with stress or pain to determine how massage will be most helpful."
usagePercent = 0.009962655448237328
importance = 4.81

[[aiOutlook.usageTasks]]
task = "Provide clients with guidance and information about techniques for postural improvement and stretching, strengthening, relaxation, and rehabilitative exercises."
usagePercent = 0.008524746414471117
importance = 4.16

[[aiOutlook.usageTasks]]
task = "Apply finger and hand pressure to specific points of the body."
usagePercent = 0.004621850465677112
importance = 4.44

[[aiOutlook.usageTasks]]
task = "Perform other adjunctive therapies or treatment techniques in addition to massage."
usagePercent = 0.0035947725844155307
importance = 3.21

[[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 = 2
taskCount = 4
totalSample = 219
autonomyMedian = 4
dominantCollaboration = "learning"
automationShare = 11.3
augmentationShare = 66.66
release = "2026-01-15-v4-plus-2025-03-27-v2"

[[aiPlaybook.collaboration]]
label = "learning"
percent = 58.19

[[aiPlaybook.collaboration]]
label = "directive"
percent = 11.3

[[aiPlaybook.collaboration]]
label = "task iteration"
percent = 8.47

[[aiPlaybook.useCase]]
label = "personal"
percent = 87.57

[[aiPlaybook.delegatedTasks]]
task = "Provide clients with guidance and information about techniques for postural improvement and stretching, strengthening, relaxation, and rehabilitative exercises."
usagePercent = 0.01140142517814727
collaboration = "learning"
autonomyMedian = 4
sampleCount = 114

[[aiPlaybook.delegatedTasks]]
task = "Confer with clients about their medical histories and problems with stress or pain to determine how massage will be most helpful."
usagePercent = 0.006300787598449806
collaboration = "learning"
autonomyMedian = 4
sampleCount = 63

[[aiPlaybook.boundaryTasks]]
task = "Confer with clients about their medical histories and problems with stress or pain to determine how massage will be most helpful."
humanNeededPercent = 96.82539682539682
sampleCount = 63

[[aiPlaybook.boundaryTasks]]
task = "Provide clients with guidance and information about techniques for postural improvement and stretching, strengthening, relaxation, and rehabilitative exercises."
humanNeededPercent = 94.73684210526315
sampleCount = 114

[[aiPlaybook.seedPrompts]]
prompt = "Teach me how to provide clients with guidance and information about techniques for postural improvement and stretching, strengthening, relaxation, and rehabilitative exercises, then check my work as I try it myself."
collaboration = "learning"

[[aiPlaybook.seedPrompts]]
prompt = "Teach me how to confer with clients about their medical histories and problems with stress or pain to determine how massage will be most helpful, then check my work as I try it myself."
collaboration = "learning"

[counts]
tasks = 14
skills = 34
capabilities = 120
tools = 8
relatedRoles = 20

[source]
dataset = "gold.onet_role_starter_surface"
version = "30.3"
generatedAt = "2026-06-02T21:00:32.945303+00:00"
contentHash = "30da387369f69298"

[[tasks]]
text = "Confer with clients about their medical histories and problems with stress or pain to determine how massage will be most helpful."
type = "Core"
iwa = "4.A.1.a.1.w"

[[tasks]]
text = "Massage and knead muscles and soft tissues of the body to provide treatment for medical conditions, injuries, or wellness maintenance."
type = "Core"
iwa = "4.A.4.a.5.b"

[[tasks]]
text = "Maintain massage areas by restocking supplies or sanitizing equipment."
type = "Core"
iwa = "4.A.3.a.1.c"

[[tasks]]
text = "Apply finger and hand pressure to specific points of the body."
type = "Core"
iwa = "4.A.4.a.5.b"

[[tasks]]
text = "Develop and propose client treatment plans that specify which types of massage are to be used."
type = "Core"
iwa = "4.A.2.b.2.a"

[[tasks]]
text = "Maintain treatment records."
type = "Core"
iwa = "4.A.3.b.6.k"

[[tasks]]
text = "Assess clients' soft tissue condition, joint quality and function, muscle strength, and range of motion."
type = "Core"
iwa = "4.A.2.a.1.f"

[[tasks]]
text = "Provide clients with guidance and information about techniques for postural improvement and stretching, strengthening, relaxation, and rehabilitative exercises."
type = "Core"
iwa = "4.A.4.b.3.f"

[[tasks]]
text = "Treat clients in professional settings or travel to clients' offices and homes."
type = "Core"
iwa = "4.A.4.a.5.b"

[[tasks]]
text = "Refer clients to other types of therapists when necessary."
type = "Core"
iwa = "4.A.4.a.5.a"

[[tasks]]
text = "Prepare and blend oils and apply the blends to clients' skin."
type = "Core"
iwa = "4.A.4.a.5.b"

[[tasks]]
text = "Consult with other health care professionals, such as physiotherapists, chiropractors, physicians, and psychologists, to develop treatment plans for clients."
type = "Core"
iwa = "4.A.4.a.2.d"

[[activities]]
name = "Administer therapy treatments to patients using hands or physical treatment aids."
iwa = "4.A.4.a.5.b"

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

[[activities]]
name = "Stock supplies or merchandise."
iwa = "4.A.3.a.2.ak"

[[activities]]
name = "Interview patients to gather medical information."
iwa = "4.A.1.a.1.w"

[[activities]]
name = "Maintain medical records."
iwa = "4.A.3.b.6.k"

[[activities]]
name = "Teach medical procedures or medical equipment use to patients."
iwa = "4.A.4.b.3.f"

[[activities]]
name = "Assess physical conditions of patients to aid in diagnosis or treatment."
iwa = "4.A.2.a.1.f"

[[activities]]
name = "Develop patient therapy programs."
iwa = "4.A.2.b.2.a"

[[activities]]
name = "Refer patients to other healthcare practitioners or health resources."
iwa = "4.A.4.a.5.a"

[[activities]]
name = "Help clients get needed services or resources."
iwa = "4.A.4.a.5.a"

[[activities]]
name = "Administer therapeutic massages."
iwa = "4.A.4.a.5.b"

[[activities]]
name = "Confer with other professionals to plan patient care."
iwa = "4.A.4.a.2.d"

[[capabilities]]
name = "Customer and Personal Service"
family = "knowledge"
value = 4.58

[[capabilities]]
name = "Dynamic Strength"
family = "ability"
value = 3.75

[[capabilities]]
name = "Trunk Strength"
family = "ability"
value = 3.75

[[capabilities]]
name = "Active Listening"
family = "essential_skill"
value = 3.62

[[capabilities]]
name = "Speaking"
family = "essential_skill"
value = 3.62

[[capabilities]]
name = "Oral Comprehension"
family = "ability"
value = 3.62

[[capabilities]]
name = "Oral Expression"
family = "ability"
value = 3.62

[[capabilities]]
name = "Manual Dexterity"
family = "ability"
value = 3.5

[[capabilities]]
name = "Problem Sensitivity"
family = "ability"
value = 3.38

[[capabilities]]
name = "Multilimb Coordination"
family = "ability"
value = 3.38

[[capabilities]]
name = "Biology"
family = "knowledge"
value = 3.31

[[capabilities]]
name = "English Language"
family = "knowledge"
value = 3.31

[[capabilities]]
name = "Psychology"
family = "knowledge"
value = 3.27

[[capabilities]]
name = "Social Perceptiveness"
family = "transferable_skill"
value = 3.25

[[capabilities]]
name = "Service Orientation"
family = "transferable_skill"
value = 3.25

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

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

[[capabilities]]
name = "Written Comprehension"
family = "ability"
value = 3.12

[[capabilities]]
name = "Written Expression"
family = "ability"
value = 3.12

[[capabilities]]
name = "Deductive Reasoning"
family = "ability"
value = 3.12

[[capabilities]]
name = "Selective Attention"
family = "ability"
value = 3.12

[[capabilities]]
name = "Arm-Hand Steadiness"
family = "ability"
value = 3.12

[[capabilities]]
name = "Finger Dexterity"
family = "ability"
value = 3.12

[[capabilities]]
name = "Stamina"
family = "ability"
value = 3.12

[[capabilities]]
name = "Speech Clarity"
family = "ability"
value = 3.12

[[capabilities]]
name = "Medicine and Dentistry"
family = "knowledge"
value = 3.08

[[capabilities]]
name = "Reading Comprehension"
family = "essential_skill"
value = 3

[[capabilities]]
name = "Writing"
family = "essential_skill"
value = 3

[[capabilities]]
name = "Critical Thinking"
family = "essential_skill"
value = 3

[[capabilities]]
name = "Active Learning"
family = "essential_skill"
value = 3

[[capabilities]]
name = "Monitoring"
family = "essential_skill"
value = 3

[[capabilities]]
name = "Complex Problem Solving"
family = "transferable_skill"
value = 3

[[capabilities]]
name = "Sales and Marketing"
family = "knowledge"
value = 3

[[capabilities]]
name = "Public Safety and Security"
family = "knowledge"
value = 3

[[capabilities]]
name = "Inductive Reasoning"
family = "ability"
value = 3

[[capabilities]]
name = "Static Strength"
family = "ability"
value = 3

[[capabilities]]
name = "Near Vision"
family = "ability"
value = 3

[[capabilities]]
name = "Speech Recognition"
family = "ability"
value = 3

[[capabilities]]
name = "Time Management"
family = "transferable_skill"
value = 2.88

[[capabilities]]
name = "Information Ordering"
family = "ability"
value = 2.88

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

[[tools]]
example = "AppointmentQuest Online Appointment Manager"
category = "Calendar and scheduling software"
hot = false
inDemand = false

[[tools]]
example = "ICS Software SammyUSA"
category = "Medical software"
hot = false
inDemand = false

[[tools]]
example = "Land Software Customer Pro-File"
category = "Medical software"
hot = false
inDemand = false

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

[[tools]]
example = "Scheduling software"
category = "Calendar and scheduling software"
hot = false
inDemand = false

[[tools]]
example = "WinCity Custom Software WinCity Massage SOAP Notes"
category = "Medical software"
hot = false
inDemand = false

[[workContext]]
name = "Face-to-Face Discussions with Individuals and Within Teams"
value = 4.77

[[workContext]]
name = "Indoors, Environmentally Controlled"
value = 4.69

[[workContext]]
name = "Contact With Others"
value = 4.62

[[workContext]]
name = "Determine Tasks, Priorities and Goals"
value = 4.58

[[workContext]]
name = "Freedom to Make Decisions"
value = 4.54

[[workContext]]
name = "Spend Time Making Repetitive Motions"
value = 4.35

[[workContext]]
name = "Frequency of Decision Making"
value = 4.32

[[workContext]]
name = "Physical Proximity"
value = 4.31

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

[[workContext]]
name = "Spend Time Standing"
value = 4.23

[[workContext]]
name = "Deal With External Customers or the Public in General"
value = 4.15

[[workContext]]
name = "Spend Time Bending or Twisting Your Body"
value = 3.96

[[workContext]]
name = "Impact of Decisions on Co-workers or Company Results"
value = 3.73

[[workContext]]
name = "E-Mail"
value = 3.62

[[workContext]]
name = "Spend Time Using Your Hands to Handle, Control, or Feel Objects, Tools, or Controls"
value = 3.54

[[workContext]]
name = "Level of Competition"
value = 3.27

[[workContext]]
name = "Importance of Repeating Same Tasks"
value = 3.23

[[workContext]]
name = "Importance of Being Exact or Accurate"
value = 3.04

[[workContext]]
name = "Health and Safety of Other Workers"
value = 2.81

[[workContext]]
name = "Spend Time Keeping or Regaining Balance"
value = 2.71

[[workContext]]
name = "Written Letters and Memos"
value = 2.69

[[workContext]]
name = "Consequence of Error"
value = 2.62

[[workContext]]
name = "Work With or Contribute to a Work Group or Team"
value = 2.5

[[workContext]]
name = "Conflict Situations"
value = 2.31

[[workContext]]
name = "Time Pressure"
value = 2.28

[[workContext]]
name = "Exposed to Disease or Infections"
value = 2.23

[[workContext]]
name = "Dealing With Unpleasant, Angry, or Discourteous People"
value = 2.19

[[workContext]]
name = "Spend Time Sitting"
value = 2.04

[[workContext]]
name = "Exposed to Extremely Bright or Inadequate Lighting Conditions"
value = 1.92

[[workContext]]
name = "Spend Time Kneeling, Crouching, Stooping, or Crawling"
value = 1.88

[[workContext]]
name = "Coordinate or Lead Others in Accomplishing Work Activities"
value = 1.73

[[workContext]]
name = "Exposed to Cramped Work Space, Awkward Positions"
value = 1.69

[[workContext]]
name = "Work Outcomes and Results of Other Workers"
value = 1.65

[[workContext]]
name = "Spend Time Walking or Running"
value = 1.62

[[workContext]]
name = "Exposed to Sounds, Noise Levels that are Distracting or Uncomfortable"
value = 1.58

[[workContext]]
name = "Wear Common Protective or Safety Equipment such as Safety Shoes, Glasses, Gloves, Hearing Protection, Hard Hats, or Life Jackets"
value = 1.58

[[workContext]]
name = "Exposed to Minor Burns, Cuts, Bites, or Stings"
value = 1.5

[[workContext]]
name = "Indoors, Not Environmentally Controlled"
value = 1.42

[[workContext]]
name = "Public Speaking"
value = 1.4

[[workContext]]
name = "Outdoors, Under Cover"
value = 1.36

[[personFit]]
name = "Social"
family = "career_interest_type"
value = 5.75

[[personFit]]
name = "Health Care Service"
family = "specific_interest_area"
value = 5.53

[[personFit]]
name = "Personal Service"
family = "specific_interest_area"
value = 5.43

[[personFit]]
name = "Realistic"
family = "career_interest_type"
value = 4.84

[[personFit]]
name = "Social Service"
family = "specific_interest_area"
value = 4.09

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

[[personFit]]
name = "Investigative"
family = "career_interest_type"
value = 3.79

[[personFit]]
name = "Physical/Manual Labor"
family = "specific_interest_area"
value = 3.38

[[personFit]]
name = "Medical Science"
family = "specific_interest_area"
value = 3.03

[[personFit]]
name = "Cooperation"
family = "work_style"
value = 3

[[personFit]]
name = "Teaching/Education"
family = "specific_interest_area"
value = 2.82

[[personFit]]
name = "Conventional"
family = "career_interest_type"
value = 2.66

[[personFit]]
name = "Empathy"
family = "work_style"
value = 2.47

[[personFit]]
name = "Athletics"
family = "specific_interest_area"
value = 2.36

[[personFit]]
name = "Life Science"
family = "specific_interest_area"
value = 2.33

[[personFit]]
name = "Professional Advising"
family = "specific_interest_area"
value = 2.27

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

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

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

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

[[relatedRoles]]
socCode = "39-5094.00"
slug = "role-39-5094-00"
title = "Skincare Specialists"
tier = "Primary-Short"

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

[[relatedRoles]]
socCode = "29-1126.00"
slug = "role-29-1126-00"
title = "Respiratory Therapists"
tier = "Primary-Long"

[[relatedRoles]]
socCode = "29-1124.00"
slug = "role-29-1124-00"
title = "Radiation Therapists"
tier = "Primary-Long"

[[relatedRoles]]
socCode = "29-1141.00"
slug = "role-29-1141-00"
title = "Registered Nurses"
tier = "Primary-Long"

[[relatedRoles]]
socCode = "29-2061.00"
slug = "role-29-2061-00"
title = "Licensed Practical and Licensed Vocational Nurses"
tier = "Primary-Long"

[[relatedRoles]]
socCode = "29-1291.00"
slug = "role-29-1291-00"
title = "Acupuncturists"
tier = "Supplemental"

[[relatedRoles]]
socCode = "29-1123.00"
slug = "role-29-1123-00"
title = "Physical Therapists"
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 = 0.54
scale = "0-1 probability"
release = "2013-baseline-2016-employment-snapshot"

[[aiSignals]]
source = "felten_aioe"
label = "AI occupational exposure"
score = -1.410233
scale = "relative exposure score"
release = "2021-plus-generative-ai-workbooks"

[[aiSignals]]
source = "felten_image_generation_aioe"
label = "Image generation occupational exposure"
score = -2.683994
scale = "relative exposure score"
release = "2021-plus-generative-ai-workbooks"

[[aiSignals]]
source = "felten_language_modeling_aioe"
label = "Language modeling occupational exposure"
score = -0.6818891
scale = "relative exposure score"
release = "2021-plus-generative-ai-workbooks"
