entityType = "role"
schemaVersion = "role.v1"
slug = "role-29-1128-00"
socCode = "29-1128.00"
title = "Exercise Physiologists"
summary = "Assess, plan, or implement fitness programs that include exercise or physical activities such as those designed to improve cardiorespiratory function, body composition, muscular strength, muscular endurance, or flexibility."
aliases = ["Clinical Exercise Physiologist", "Exercise Physiologist", "Exercise Specialist", "Lifestyle and Weight Management Consultant", "Bariatric Weight Loss Counselor", "Certified Exercise Physiologist (EPC)", "Clinical Exercise Specialist", "Exercise Scientist", "Applied Exercise Physiologist", "Cardiac Exercise Physiologist", "Cardiac Exercise Specialist", "Cardiac Rehabilitation Exercise Physiologist"]
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 = 59.09

[[preparation.educationDistribution]]
label = "Master's Degree"
percentage = 31.82

[[preparation.educationDistribution]]
label = "Doctoral Degree"
percentage = 9.09

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

[market]
medianWage = 58160
meanWage = 59620
pct10Wage = 40930
pct25Wage = 48650
pct75Wage = 65430
pct90Wage = 79830
employment = 8110
areaTitle = "U.S."

[industries]
count = 8

[[industries.top]]
naics = "62"
slug = "62"
title = "Health Care and Social Assistance"
level = "Sector"
employment = 7290
medianWage = 56780
lq = 6

[[industries.top]]
naics = "621340"
slug = "621340"
title = "Offices of Physical, Occupational and Speech Therapists, and Audiologists"
level = "National industry"
employment = 500
medianWage = 46160
lq = 19.95

[[industries.top]]
naics = "61"
slug = "61"
title = "Educational Services"
level = "Sector"
employment = 100
medianWage = 61430
lq = 0.14

[[industries.top]]
naics = "71"
slug = "71"
title = "Arts, Entertainment, and Recreation"
level = "Sector"
employment = 90
medianWage = 71390

[[industries.top]]
naics = "713940"
slug = "713940"
title = "Fitness and Recreational Sports Centers"
level = "National industry"
employment = 60
medianWage = 53090

[[industries.top]]
naics = "56"
slug = "56"
title = "Administrative and Support and Waste Management and Remediation Services"
level = "Sector"
employment = 30
medianWage = 66230

[[industries.top]]
naics = "54"
slug = "54"
title = "Professional, Scientific, and Technical Services"
level = "Sector"
medianWage = 73560

[[industries.top]]
naics = "621310"
slug = "621310"
title = "Offices of Chiropractors"
level = "National industry"
medianWage = 63590

[[industries.concentrated]]
naics = "621340"
slug = "621340"
title = "Offices of Physical, Occupational and Speech Therapists, and Audiologists"
level = "National industry"
employment = 500
lq = 19.95

[[industries.concentrated]]
naics = "62"
slug = "62"
title = "Health Care and Social Assistance"
level = "Sector"
employment = 7290
lq = 6

[[industries.concentrated]]
naics = "61"
slug = "61"
title = "Educational Services"
level = "Sector"
employment = 100
lq = 0.14

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

[aiOutlook.index]
value = 43
percentile = 41
band = "Moderate"
version = "ai-exposure-index-v1"
componentCount = 3

[[aiOutlook.index.components]]
percentile = 47
source = "felten_aioe"

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

[[aiOutlook.index.components]]
percentile = 40
source = "microsoft_working_with_ai"

[aiOutlook.eloundou]
alpha = 0.04
beta = 0.26
gamma = 0.48

[aiOutlook.bls]
growthPercent = 9.5
growthPercentile = 92
direction = "Growing fast"
annualOpeningsThousands = 1.7
annualOpeningsPercentile = 25
employment2024Thousands = 23.9
employment2034Thousands = 26.1

[[aiOutlook.exposure]]
source = "felten_aioe"
label = "Overall AI exposure (Felten et al.)"
value = -0.0331901
percentile = 47
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 = 0.48
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 = 0.12273805815927578
percentile = 40
band = "Moderate"
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 exercise programs to improve participant strength, flexibility, endurance, or circulatory functioning, in accordance with exercise science standards, regulatory requirements, and credentialing requirements."
usagePercent = 0.04323997880111253
importance = 4.86

[[aiOutlook.usageTasks]]
task = "Recommend methods to increase lifestyle physical activity."
usagePercent = 0.03019608970909046
importance = 4.73

[[aiOutlook.usageTasks]]
task = "Explain exercise program or physiological testing procedures to participants."
usagePercent = 0.0115032722701297
importance = 4.59

[[aiOutlook.usageTasks]]
task = "Interpret exercise program participant data to evaluate progress or identify needed program changes."
usagePercent = 0.01037348660074196
importance = 4.68

[[aiOutlook.usageTasks]]
task = "Demonstrate correct use of exercise equipment or performance of exercise routines."
usagePercent = 0.006881421804452588
importance = 4.77

[[aiOutlook.usageTasks]]
task = "Teach courses or seminars related to exercise or diet for patients, athletes, or community groups."
usagePercent = 0.005854343923191008
importance = 3.7

[[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 = "microsoft_working_with_ai"
version = "working-with-ai"

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

[aiPlaybook]
trustedTaskCount = 9
taskCount = 9
totalSample = 1237
autonomyMedian = 4
dominantCollaboration = "learning"
automationShare = 21.26
augmentationShare = 63.29
release = "2026-01-15-v4-plus-2025-03-27-v2"

[[aiPlaybook.collaboration]]
label = "learning"
percent = 44.54

[[aiPlaybook.collaboration]]
label = "directive"
percent = 15.84

[[aiPlaybook.collaboration]]
label = "task iteration"
percent = 15.76

[[aiPlaybook.collaboration]]
label = "feedback loop"
percent = 5.42

[[aiPlaybook.collaboration]]
label = "validation"
percent = 2.99

[[aiPlaybook.useCase]]
label = "personal"
percent = 93.94

[[aiPlaybook.useCase]]
label = "coursework"
percent = 2.02

[[aiPlaybook.delegatedTasks]]
task = "Prescribe individualized exercise programs, specifying equipment such as treadmill, exercise bicycle, ergometers, or perceptual goggles."
usagePercent = 0.03260407550943868
collaboration = "task iteration"
autonomyMedian = 4
sampleCount = 326

[[aiPlaybook.delegatedTasks]]
task = "Recommend methods to increase lifestyle physical activity."
usagePercent = 0.021502687835979497
collaboration = "learning"
autonomyMedian = 4
sampleCount = 215

[[aiPlaybook.delegatedTasks]]
task = "Develop exercise programs to improve participant strength, flexibility, endurance, or circulatory functioning, in accordance with exercise science standards, regulatory requirements, and credentialing requirements."
usagePercent = 0.01910238779847481
collaboration = "task iteration"
autonomyMedian = 4
sampleCount = 191

[[aiPlaybook.delegatedTasks]]
task = "Interpret exercise program participant data to evaluate progress or identify needed program changes."
usagePercent = 0.01570196274534317
collaboration = "learning"
autonomyMedian = 4
sampleCount = 157

[[aiPlaybook.delegatedTasks]]
task = "Teach courses or seminars related to exercise or diet for patients, athletes, or community groups."
usagePercent = 0.01160145018127266
collaboration = "learning"
autonomyMedian = 4
sampleCount = 116

[[aiPlaybook.delegatedTasks]]
task = "Explain exercise program or physiological testing procedures to participants."
usagePercent = 0.01050131266408301
collaboration = "learning"
autonomyMedian = 4
sampleCount = 105

[[aiPlaybook.delegatedTasks]]
task = "Educate athletes or coaches on techniques to improve athletic performance, such as heart rate monitoring, recovery techniques, hydration strategies, or training limits."
usagePercent = 0.005300662582822853
collaboration = "learning"
autonomyMedian = 4
sampleCount = 53

[[aiPlaybook.delegatedTasks]]
task = "Demonstrate correct use of exercise equipment or performance of exercise routines."
usagePercent = 0.0043005375671959
collaboration = "learning"
autonomyMedian = 4
sampleCount = 43

[[aiPlaybook.boundaryTasks]]
task = "Recommend methods to increase lifestyle physical activity."
humanNeededPercent = 100
sampleCount = 215

[[aiPlaybook.boundaryTasks]]
task = "Demonstrate correct use of exercise equipment or performance of exercise routines."
humanNeededPercent = 100
sampleCount = 43

[[aiPlaybook.boundaryTasks]]
task = "Explain exercise program or physiological testing procedures to participants."
humanNeededPercent = 98.09523809523809
sampleCount = 105

[[aiPlaybook.boundaryTasks]]
task = "Teach courses or seminars related to exercise or diet for patients, athletes, or community groups."
humanNeededPercent = 95.6896551724138
sampleCount = 116

[[aiPlaybook.boundaryTasks]]
task = "Educate athletes or coaches on techniques to improve athletic performance, such as heart rate monitoring, recovery techniques, hydration strategies, or training limits."
humanNeededPercent = 92.45283018867924
sampleCount = 53

[[aiPlaybook.boundaryTasks]]
task = "Develop exercise programs to improve participant strength, flexibility, endurance, or circulatory functioning, in accordance with exercise science standards, regulatory requirements, and credentialing requirements."
humanNeededPercent = 91.62303664921467
sampleCount = 191

[[aiPlaybook.seedPrompts]]
prompt = "Let's work through this together, step by step: prescribe individualized exercise programs, specifying equipment such as treadmill, exercise bicycle, ergometers, or perceptual goggles. I'll give feedback as we go."
collaboration = "task iteration"

[[aiPlaybook.seedPrompts]]
prompt = "Teach me how to recommend methods to increase lifestyle physical activity, then check my work as I try it myself."
collaboration = "learning"

[[aiPlaybook.seedPrompts]]
prompt = "Let's work through this together, step by step: develop exercise programs to improve participant strength, flexibility, endurance, or circulatory functioning, in accordance with exercise science standards, regulatory requirements, and credentialing requirements. I'll give feedback as we go."
collaboration = "task iteration"

[[aiPlaybook.seedPrompts]]
prompt = "Teach me how to interpret exercise program participant data to evaluate progress or identify needed program changes, then check my work as I try it myself."
collaboration = "learning"

[[aiPlaybook.seedPrompts]]
prompt = "Teach me how to teach courses or seminars related to exercise or diet for patients, athletes, or community groups, then check my work as I try it myself."
collaboration = "learning"

[counts]
tasks = 25
skills = 38
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 = "b05fb6bf6a16aaeb"

[[tasks]]
text = "Develop exercise programs to improve participant strength, flexibility, endurance, or circulatory functioning, in accordance with exercise science standards, regulatory requirements, and credentialing requirements."
type = "Core"
iwa = "4.A.2.b.2.a"

[[tasks]]
text = "Provide emergency or other appropriate medical care to participants with symptoms or signs of physical distress."
type = "Core"
iwa = "4.A.4.a.5.g"

[[tasks]]
text = "Demonstrate correct use of exercise equipment or performance of exercise routines."
type = "Core"
iwa = "4.A.4.b.3.e"

[[tasks]]
text = "Recommend methods to increase lifestyle physical activity."
type = "Core"
iwa = "4.A.4.b.6.a"

[[tasks]]
text = "Interpret exercise program participant data to evaluate progress or identify needed program changes."
type = "Core"
iwa = "4.A.2.a.4.f"

[[tasks]]
text = "Prescribe individualized exercise programs, specifying equipment, such as treadmill, exercise bicycle, ergometers, or perceptual goggles."
type = "Core"
iwa = "4.A.4.c.3.f"

[[tasks]]
text = "Provide clinical oversight of exercise for participants at all risk levels."
type = "Core"
iwa = "4.A.1.a.2.e"

[[tasks]]
text = "Explain exercise program or physiological testing procedures to participants."
type = "Core"
iwa = "4.A.4.a.1.e"

[[tasks]]
text = "Interview participants to obtain medical history or assess participant goals."
type = "Core"
iwa = "4.A.1.a.1.l"

[[tasks]]
text = "Assess physical performance requirements to aid in the development of individualized recovery or rehabilitation exercise programs."
type = "Core"
iwa = "4.A.2.a.1.f"

[[tasks]]
text = "Teach behavior modification classes related to topics such as stress management or weight control."
type = "Core"
iwa = "4.A.4.b.3.f"

[[tasks]]
text = "Conduct stress tests, using electrocardiograph (EKG) machines."
type = "Core"
iwa = "4.A.1.b.2.a"

[[activities]]
name = "Test patient heart or lung functioning."
iwa = "4.A.1.b.2.a"

[[activities]]
name = "Operate diagnostic or therapeutic medical instruments or equipment."
iwa = "4.A.3.a.3.d"

[[activities]]
name = "Demonstrate activity techniques or equipment use."
iwa = "4.A.4.b.3.e"

[[activities]]
name = "Teach exercise or fitness techniques."
iwa = "4.A.4.b.3.f"

[[activities]]
name = "Develop exercise or conditioning programs."
iwa = "4.A.2.b.2.a"

[[activities]]
name = "Explain medical procedures or test results to patients or family members."
iwa = "4.A.4.a.1.e"

[[activities]]
name = "Analyze quantitative data to determine effectiveness of treatments or therapies."
iwa = "4.A.2.a.4.f"

[[activities]]
name = "Measure the physical or physiological attributes of patients."
iwa = "4.A.1.b.2.i"

[[activities]]
name = "Test biological specimens to gather information about patient conditions."
iwa = "4.A.1.b.2.a"

[[activities]]
name = "Prescribe treatments or therapies."
iwa = "4.A.4.c.3.f"

[[activities]]
name = "Monitor patient conditions during treatments, procedures, or activities."
iwa = "4.A.1.a.2.e"

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

[[activities]]
name = "Teach health management classes."
iwa = "4.A.4.b.3.f"

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

[[activities]]
name = "Maintain medical equipment or instruments."
iwa = "4.A.3.b.4.f"

[[activities]]
name = "Advise athletes, coaches, or trainers on exercise regimens, nutrition, or equipment use."
iwa = "4.A.4.b.6.f"

[[activities]]
name = "Evaluate employee performance."
iwa = "4.A.2.a.1.d"

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

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

[[activities]]
name = "Order medical diagnostic or clinical tests."
iwa = "4.A.4.c.3.b"

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

[[activities]]
name = "Present medical research reports."
iwa = "4.A.3.b.6.c"

[[activities]]
name = "Communicate health and wellness information to the public."
iwa = "4.A.4.a.3.b"

[[activities]]
name = "Treat medical emergencies."
iwa = "4.A.4.a.5.g"

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

[[capabilities]]
name = "Customer and Personal Service"
family = "knowledge"
value = 4.36

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

[[capabilities]]
name = "Problem Sensitivity"
family = "ability"
value = 4.12

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

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

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

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

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

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

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

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

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

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

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

[[capabilities]]
name = "Medicine and Dentistry"
family = "knowledge"
value = 3.91

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

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

[[capabilities]]
name = "Therapy and Counseling"
family = "knowledge"
value = 3.82

[[capabilities]]
name = "Education and Training"
family = "knowledge"
value = 3.82

[[capabilities]]
name = "Monitoring"
family = "essential_skill"
value = 3.75

[[capabilities]]
name = "Social Perceptiveness"
family = "transferable_skill"
value = 3.75

[[capabilities]]
name = "Service Orientation"
family = "transferable_skill"
value = 3.75

[[capabilities]]
name = "Judgment and Decision Making"
family = "transferable_skill"
value = 3.75

[[capabilities]]
name = "English Language"
family = "knowledge"
value = 3.68

[[capabilities]]
name = "Complex Problem Solving"
family = "transferable_skill"
value = 3.62

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

[[capabilities]]
name = "Biology"
family = "knowledge"
value = 3.55

[[capabilities]]
name = "Category Flexibility"
family = "ability"
value = 3.5

[[capabilities]]
name = "Psychology"
family = "knowledge"
value = 3.41

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

[[capabilities]]
name = "Active Learning"
family = "essential_skill"
value = 3.25

[[capabilities]]
name = "Learning Strategies"
family = "essential_skill"
value = 3.25

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

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

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

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

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

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

[[capabilities]]
name = "Persuasion"
family = "transferable_skill"
value = 3

[[capabilities]]
name = "Negotiation"
family = "transferable_skill"
value = 3

[[skills]]
name = "Speech Recognition"
type = "Specialized 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 = "Active Listening"
type = "Common Skill"

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

[[tools]]
example = "MEDITECH software"
category = "Medical 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 = "Email software"
category = "Electronic mail 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 = "Indoors, Environmentally Controlled"
value = 4.95

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

[[workContext]]
name = "E-Mail"
value = 4.64

[[workContext]]
name = "Telephone Conversations"
value = 4.59

[[workContext]]
name = "Work With or Contribute to a Work Group or Team"
value = 4.45

[[workContext]]
name = "Freedom to Make Decisions"
value = 4.25

[[workContext]]
name = "Determine Tasks, Priorities and Goals"
value = 4.23

[[workContext]]
name = "Physical Proximity"
value = 4.14

[[workContext]]
name = "Deal With External Customers or the Public in General"
value = 4.05

[[workContext]]
name = "Importance of Being Exact or Accurate"
value = 3.86

[[workContext]]
name = "Spend Time Standing"
value = 3.59

[[workContext]]
name = "Frequency of Decision Making"
value = 3.55

[[workContext]]
name = "Written Letters and Memos"
value = 3.41

[[workContext]]
name = "Health and Safety of Other Workers"
value = 3.36

[[workContext]]
name = "Impact of Decisions on Co-workers or Company Results"
value = 3.36

[[workContext]]
name = "Coordinate or Lead Others in Accomplishing Work Activities"
value = 3.32

[[workContext]]
name = "Exposed to Disease or Infections"
value = 3.32

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

[[workContext]]
name = "Dealing With Unpleasant, Angry, or Discourteous People"
value = 3.18

[[workContext]]
name = "Time Pressure"
value = 3.14

[[workContext]]
name = "Importance of Repeating Same Tasks"
value = 2.95

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

[[workContext]]
name = "Public Speaking"
value = 2.82

[[workContext]]
name = "Work Outcomes and Results of Other Workers"
value = 2.82

[[workContext]]
name = "Spend Time Walking or Running"
value = 2.73

[[workContext]]
name = "Conflict Situations"
value = 2.68

[[workContext]]
name = "Exposed to Sounds, Noise Levels that are Distracting or Uncomfortable"
value = 2.59

[[workContext]]
name = "Spend Time Bending or Twisting Your Body"
value = 2.59

[[workContext]]
name = "Spend Time Making Repetitive Motions"
value = 2.59

[[workContext]]
name = "Spend Time Sitting"
value = 2.55

[[workContext]]
name = "Spend Time Using Your Hands to Handle, Control, or Feel Objects, Tools, or Controls"
value = 2.45

[[workContext]]
name = "Spend Time Kneeling, Crouching, Stooping, or Crawling"
value = 2.09

[[workContext]]
name = "Outdoors, Exposed to All Weather Conditions"
value = 2

[[workContext]]
name = "Spend Time Keeping or Regaining Balance"
value = 2

[[workContext]]
name = "Wear Common Protective or Safety Equipment such as Safety Shoes, Glasses, Gloves, Hearing Protection, Hard Hats, or Life Jackets"
value = 2

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

[[workContext]]
name = "Exposed to Extremely Bright or Inadequate Lighting Conditions"
value = 1.77

[[workContext]]
name = "Outdoors, Under Cover"
value = 1.73

[[workContext]]
name = "Dealing with Violent or Physically Aggressive People"
value = 1.64

[[personFit]]
name = "Health Care Service"
family = "specific_interest_area"
value = 5.29

[[personFit]]
name = "Realistic"
family = "career_interest_type"
value = 5.26

[[personFit]]
name = "Athletics"
family = "specific_interest_area"
value = 5.22

[[personFit]]
name = "Investigative"
family = "career_interest_type"
value = 4.92

[[personFit]]
name = "Social"
family = "career_interest_type"
value = 4.74

[[personFit]]
name = "Teaching/Education"
family = "specific_interest_area"
value = 4.41

[[personFit]]
name = "Life Science"
family = "specific_interest_area"
value = 4.19

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

[[personFit]]
name = "Conventional"
family = "career_interest_type"
value = 3.75

[[personFit]]
name = "Professional Advising"
family = "specific_interest_area"
value = 3.71

[[personFit]]
name = "Medical Science"
family = "specific_interest_area"
value = 3.57

[[personFit]]
name = "Social Service"
family = "specific_interest_area"
value = 3.22

[[personFit]]
name = "Personal Service"
family = "specific_interest_area"
value = 3.07

[[personFit]]
name = "Public Speaking"
family = "specific_interest_area"
value = 3.06

[[personFit]]
name = "Attention to Detail"
family = "work_style"
value = 3

[[personFit]]
name = "Enterprising"
family = "career_interest_type"
value = 2.99

[[relatedRoles]]
socCode = "29-1229.04"
slug = "role-29-1229-04"
title = "Physical Medicine and Rehabilitation Physicians"
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 = "39-9031.00"
slug = "role-39-9031-00"
title = "Exercise Trainers and Group Fitness Instructors"
tier = "Primary-Short"

[[relatedRoles]]
socCode = "29-9091.00"
slug = "role-29-9091-00"
title = "Athletic Trainers"
tier = "Primary-Short"

[[relatedRoles]]
socCode = "29-2031.00"
slug = "role-29-2031-00"
title = "Cardiovascular Technologists and Technicians"
tier = "Primary-Long"

[[relatedRoles]]
socCode = "29-1031.00"
slug = "role-29-1031-00"
title = "Dietitians and Nutritionists"
tier = "Primary-Long"

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

[[relatedRoles]]
socCode = "29-1229.06"
slug = "role-29-1229-06"
title = "Sports Medicine Physicians"
tier = "Primary-Long"

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

[[relatedRoles]]
socCode = "29-1212.00"
slug = "role-29-1212-00"
title = "Cardiologists"
tier = "Supplemental"

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

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

[[studyPrograms]]
title = "Biological and Biomedical Sciences"
slug = "biological-and-biomedical-sciences"

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

[[studyPrograms]]
title = "Parks, Recreation, Leisure, Fitness, and Kinesiology"
slug = "parks-recreation-leisure-fitness-and-kinesiology"

[[aiSignals]]
source = "felten_aioe"
label = "AI occupational exposure"
score = -0.0331901
scale = "relative exposure score"
release = "2021-plus-generative-ai-workbooks"

[[aiSignals]]
source = "felten_image_generation_aioe"
label = "Image generation occupational exposure"
score = -0.8104935
scale = "relative exposure score"
release = "2021-plus-generative-ai-workbooks"

[[aiSignals]]
source = "felten_language_modeling_aioe"
label = "Language modeling occupational exposure"
score = 0.3066196
scale = "relative exposure score"
release = "2021-plus-generative-ai-workbooks"
