entityType = "role"
schemaVersion = "role.v1"
slug = "role-29-1126-00"
socCode = "29-1126.00"
title = "Respiratory Therapists"
summary = "Assess, treat, and care for patients with breathing disorders. Assume primary responsibility for all respiratory care modalities, including the supervision of respiratory therapy technicians. Initiate and conduct therapeutic procedures; maintain patient records; and select, assemble, check, and operate equipment."
aliases = ["Certified Respiratory Therapist (CRT)", "Registered Respiratory Therapist (RRT)", "Respiratory Care Practitioner (RCP)", "Respiratory Therapist (RT)", "Cardiopulmonary Rehabilitation Respiratory Therapist", "Staff Respiratory Therapist", "Staff Therapist", "Hospital Respiratory Therapist", "Inhalation Therapist", "NICU Respiratory Therapist (Neonatal Intensive Care Unit Respiratory Therapist)", "Oxygen Therapist", "Travel Registered Respiratory Therapist (Travel RRT)"]

[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 = "Associate's Degree (or other 2-year degree)"
percentage = 82.75

[[preparation.educationDistribution]]
label = "Bachelor's Degree"
percentage = 11.69

[[preparation.educationDistribution]]
label = "Post-Secondary Certificate"
percentage = 5.15

[[preparation.educationDistribution]]
label = "Post-Baccalaureate Certificate"
percentage = 0.41

[educationLevel]
category = "Associate's degree"
slug = "associate-s-degree"

[market]
medianWage = 80450
meanWage = 84260
pct10Wage = 61900
pct25Wage = 68410
pct75Wage = 95530
pct90Wage = 108820
employment = 136420
areaTitle = "U.S."

[industries]
count = 13

[[industries.top]]
naics = "62"
slug = "62"
title = "Health Care and Social Assistance"
level = "Sector"
employment = 126950
medianWage = 80650
lq = 6.21

[[industries.top]]
naics = "56"
slug = "56"
title = "Administrative and Support and Waste Management and Remediation Services"
level = "Sector"
employment = 3020
medianWage = 90500
lq = 0.38

[[industries.top]]
naics = "561320"
slug = "561320"
title = "Temporary Help Services"
level = "National industry"
employment = 2330
medianWage = 99880
lq = 0.99

[[industries.top]]
naics = "42"
slug = "42"
title = "Wholesale Trade"
level = "Sector"
employment = 1850
medianWage = 72510
lq = 0.35

[[industries.top]]
naics = "44-45"
slug = "44-45"
title = "Retail Trade"
level = "Sector"
employment = 1590
medianWage = 68080
lq = 0.12

[[industries.top]]
naics = "53"
slug = "53"
title = "Real Estate and Rental and Leasing"
level = "Sector"
employment = 1550
medianWage = 65170
lq = 0.74

[[industries.top]]
naics = "621340"
slug = "621340"
title = "Offices of Physical, Occupational and Speech Therapists, and Audiologists"
level = "National industry"
employment = 1230
medianWage = 82780
lq = 2.92

[[industries.top]]
naics = "61"
slug = "61"
title = "Educational Services"
level = "Sector"
employment = 510
medianWage = 83630
lq = 0.04

[[industries.top]]
naics = "456110"
slug = "456110"
title = "Pharmacies and Drug Retailers"
level = "National industry"
employment = 300
medianWage = 65260
lq = 0.48

[[industries.top]]
naics = "623210"
slug = "623210"
title = "Residential Intellectual and Developmental Disability Facilities"
level = "National industry"
employment = 240
medianWage = 72750
lq = 0.7

[[industries.top]]
naics = "55"
slug = "55"
title = "Management of Companies and Enterprises"
level = "Sector"
employment = 170
medianWage = 76220
lq = 0.07

[[industries.top]]
naics = "54"
slug = "54"
title = "Professional, Scientific, and Technical Services"
level = "Sector"
employment = 70
medianWage = 95680

[[industries.concentrated]]
naics = "62"
slug = "62"
title = "Health Care and Social Assistance"
level = "Sector"
employment = 126950
lq = 6.21

[[industries.concentrated]]
naics = "621340"
slug = "621340"
title = "Offices of Physical, Occupational and Speech Therapists, and Audiologists"
level = "National industry"
employment = 1230
lq = 2.92

[[industries.concentrated]]
naics = "561320"
slug = "561320"
title = "Temporary Help Services"
level = "National industry"
employment = 2330
lq = 0.99

[[industries.concentrated]]
naics = "53"
slug = "53"
title = "Real Estate and Rental and Leasing"
level = "Sector"
employment = 1550
lq = 0.74

[[industries.concentrated]]
naics = "623210"
slug = "623210"
title = "Residential Intellectual and Developmental Disability Facilities"
level = "National industry"
employment = 240
lq = 0.7

[[industries.concentrated]]
naics = "456110"
slug = "456110"
title = "Pharmacies and Drug Retailers"
level = "National industry"
employment = 300
lq = 0.48

[[industries.concentrated]]
naics = "56"
slug = "56"
title = "Administrative and Support and Waste Management and Remediation Services"
level = "Sector"
employment = 3020
lq = 0.38

[[industries.concentrated]]
naics = "42"
slug = "42"
title = "Wholesale Trade"
level = "Sector"
employment = 1850
lq = 0.35

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

[aiOutlook.index]
value = 29
percentile = 28
band = "Low"
version = "ai-exposure-index-v1"
componentCount = 3

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

[[aiOutlook.index.components]]
percentile = 33
source = "openai_gpts_are_gpts"

[[aiOutlook.index.components]]
percentile = 12
source = "microsoft_working_with_ai"

[aiOutlook.freyHistorical]
source = "frey"
label = "Computerization probability (Frey & Osborne, 2013)"
value = 0.066
percentile = 25
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 = 0.09523809523809523
beta = 0.20238095238095238
gamma = 0.30952380952380953

[aiOutlook.bls]
growthPercent = 12.1
growthPercentile = 95
direction = "Growing fast"
annualOpeningsThousands = 8.8
annualOpeningsPercentile = 60
employment2024Thousands = 139.6
employment2034Thousands = 156.4

[[aiOutlook.exposure]]
source = "felten_aioe"
label = "Overall AI exposure (Felten et al.)"
value = -0.1880507
percentile = 43
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 = 0.30952380952380953
percentile = 33
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 = 0.05440693464826362
percentile = 12
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 = "Educate patients and their families about their conditions and teach appropriate disease management techniques, such as breathing exercises or the use of medications or respiratory equipment."
usagePercent = 0.020233434260853132
importance = 4.38

[[aiOutlook.usageTasks]]
task = "Explain treatment procedures to patients to gain cooperation and allay fears."
usagePercent = 0.01304388909202207
importance = 4.6

[[aiOutlook.usageTasks]]
task = "Determine requirements for treatment, such as type, method and duration of therapy, precautions to be taken, or medication and dosages, compatible with physicians' orders."
usagePercent = 0.0022595713387754766
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 = 2
taskCount = 2
totalSample = 264
autonomyMedian = 4
dominantCollaboration = "learning"
automationShare = 5.68
augmentationShare = 80.3
release = "2026-01-15-v4-plus-2025-03-27-v2"

[[aiPlaybook.collaboration]]
label = "learning"
percent = 80.3

[[aiPlaybook.collaboration]]
label = "directive"
percent = 5.68

[[aiPlaybook.useCase]]
label = "personal"
percent = 78.03

[[aiPlaybook.useCase]]
label = "coursework"
percent = 15.15

[[aiPlaybook.delegatedTasks]]
task = "Educate patients and their families about their conditions and teach appropriate disease management techniques, such as breathing exercises or the use of medications or respiratory equipment."
usagePercent = 0.014001750218777347
collaboration = "learning"
autonomyMedian = 4
sampleCount = 140

[[aiPlaybook.delegatedTasks]]
task = "Explain treatment procedures to patients to gain cooperation and allay fears."
usagePercent = 0.012401550193774221
collaboration = "learning"
autonomyMedian = 4
sampleCount = 124

[[aiPlaybook.boundaryTasks]]
task = "Educate patients and their families about their conditions and teach appropriate disease management techniques, such as breathing exercises or the use of medications or respiratory equipment."
humanNeededPercent = 96.42857142857143
sampleCount = 140

[[aiPlaybook.boundaryTasks]]
task = "Explain treatment procedures to patients to gain cooperation and allay fears."
humanNeededPercent = 92.74193548387096
sampleCount = 124

[[aiPlaybook.seedPrompts]]
prompt = "Teach me how to educate patients and their families about their conditions and teach appropriate disease management techniques, such as breathing exercises or the use of medications or respiratory equipment, then check my work as I try it myself."
collaboration = "learning"

[[aiPlaybook.seedPrompts]]
prompt = "Teach me how to explain treatment procedures to patients to gain cooperation and allay fears, then check my work as I try it myself."
collaboration = "learning"

[counts]
tasks = 22
skills = 38
capabilities = 120
tools = 10
relatedRoles = 20

[source]
dataset = "gold.onet_role_starter_surface"
version = "30.3"
generatedAt = "2026-06-02T21:00:32.945303+00:00"
contentHash = "9fe88967a219b554"

[[tasks]]
text = "Perform endotracheal intubation to maintain open airways for patients who are unable to breathe on their own."
type = "Supplemental"
iwa = "4.A.4.a.5.g"

[[tasks]]
text = "Provide emergency care, such as artificial respiration, external cardiac massage, or assistance with cardiopulmonary resuscitation."
type = "Core"
iwa = "4.A.4.a.5.g"

[[tasks]]
text = "Monitor patient's physiological responses to therapy, such as vital signs, arterial blood gases, or blood chemistry changes, and consult with physician if adverse reactions occur."
type = "Core"
iwa = "4.A.1.a.2.e"

[[tasks]]
text = "Set up and operate devices, such as mechanical ventilators, therapeutic gas administration apparatus, environmental control systems, or aerosol generators, following specified parameters of treatment."
type = "Core"
iwa = "4.A.3.a.2.k"

[[tasks]]
text = "Work as part of a team of physicians, nurses, or other healthcare professionals to manage patient care by assisting with medical procedures or related duties."
type = "Core"
iwa = "4.A.4.a.2.d"

[[tasks]]
text = "Maintain charts that contain patients' pertinent identification and therapy information."
type = "Core"
iwa = "4.A.3.b.6.k"

[[tasks]]
text = "Read prescription, measure arterial blood gases, and review patient information to assess patient condition."
type = "Core"
iwa = "4.A.1.a.1.l"

[[tasks]]
text = "Relay blood analysis results to a physician."
type = "Core"
iwa = "4.A.4.a.2.d"

[[tasks]]
text = "Inspect, clean, test, and maintain respiratory therapy equipment to ensure equipment is functioning safely and efficiently, ordering repairs when necessary."
type = "Core"
iwa = "4.A.1.b.2.g"

[[tasks]]
text = "Explain treatment procedures to patients to gain cooperation and allay fears."
type = "Core"
iwa = "4.A.4.a.1.e"

[[tasks]]
text = "Make emergency visits to resolve equipment problems."
type = "Core"
iwa = "4.A.3.b.4.f"

[[tasks]]
text = "Determine requirements for treatment, such as type, method and duration of therapy, precautions to be taken, or medication and dosages, compatible with physicians' orders."
type = "Core"
iwa = "4.A.2.b.1.d"

[[emergingTasks]]
text = "Attend high-risk and caesarian section infant deliveries to provide neonatal respiratory care as needed."

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

[[activities]]
name = "Assist healthcare practitioners during examinations or treatments."
iwa = "4.A.4.a.5.k"

[[activities]]
name = "Move patients to or from treatment areas."
iwa = "4.A.3.a.1.m"

[[activities]]
name = "Implement advanced life support techniques."
iwa = "4.A.4.a.5.g"

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

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

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

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

[[activities]]
name = "Determine protocols for medical procedures."
iwa = "4.A.2.b.1.d"

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

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

[[activities]]
name = "Verify that medical activities or operations meet standards."
iwa = "4.A.1.a.2.k"

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

[[activities]]
name = "Examine medical instruments or equipment to ensure proper operation."
iwa = "4.A.1.b.2.g"

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

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

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

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

[[activities]]
name = "Communicate test or assessment results to medical professionals."
iwa = "4.A.4.a.2.d"

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

[[activities]]
name = "Adjust settings or positions of medical equipment."
iwa = "4.A.3.a.2.i"

[[activities]]
name = "Treat chronic diseases or disorders."
iwa = "4.A.4.a.5.l"

[[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 = "Repair medical facility equipment."
iwa = "4.A.3.b.4.f"

[[capabilities]]
name = "Customer and Personal Service"
family = "knowledge"
value = 4.33

[[capabilities]]
name = "Medicine and Dentistry"
family = "knowledge"
value = 4.29

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

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

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

[[capabilities]]
name = "English Language"
family = "knowledge"
value = 3.9

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

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

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

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

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

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

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

[[capabilities]]
name = "Written Comprehension"
family = "ability"
value = 3.75

[[capabilities]]
name = "Near Vision"
family = "ability"
value = 3.75

[[capabilities]]
name = "Education and Training"
family = "knowledge"
value = 3.71

[[capabilities]]
name = "Reading Comprehension"
family = "essential_skill"
value = 3.62

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

[[capabilities]]
name = "Social Perceptiveness"
family = "transferable_skill"
value = 3.62

[[capabilities]]
name = "Service Orientation"
family = "transferable_skill"
value = 3.62

[[capabilities]]
name = "Written Expression"
family = "ability"
value = 3.5

[[capabilities]]
name = "Speech Clarity"
family = "ability"
value = 3.5

[[capabilities]]
name = "Psychology"
family = "knowledge"
value = 3.42

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

[[capabilities]]
name = "Complex Problem Solving"
family = "transferable_skill"
value = 3.38

[[capabilities]]
name = "Judgment and Decision Making"
family = "transferable_skill"
value = 3.38

[[capabilities]]
name = "Instructing"
family = "transferable_skill"
value = 3.25

[[capabilities]]
name = "Biology"
family = "knowledge"
value = 3.25

[[capabilities]]
name = "Perceptual Speed"
family = "ability"
value = 3.25

[[capabilities]]
name = "Speech Recognition"
family = "ability"
value = 3.25

[[capabilities]]
name = "Computers and Electronics"
family = "knowledge"
value = 3.23

[[capabilities]]
name = "Writing"
family = "essential_skill"
value = 3.12

[[capabilities]]
name = "Learning Strategies"
family = "essential_skill"
value = 3.12

[[capabilities]]
name = "Time Management"
family = "transferable_skill"
value = 3.12

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

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

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

[[capabilities]]
name = "Chemistry"
family = "knowledge"
value = 3.1

[[capabilities]]
name = "Mathematics"
family = "knowledge"
value = 3.07

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

[[tools]]
example = "eClinicalWorks EHR software"
category = "Medical software"
hot = true
inDemand = false

[[tools]]
example = "MEDITECH software"
category = "Medical 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 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 = "Database software"
category = "Data base user interface and query software"
hot = false
inDemand = false

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

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

[[workContext]]
name = "Telephone Conversations"
value = 4.93

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

[[workContext]]
name = "Exposed to Disease or Infections"
value = 4.9

[[workContext]]
name = "Contact With Others"
value = 4.85

[[workContext]]
name = "Indoors, Environmentally Controlled"
value = 4.79

[[workContext]]
name = "Physical Proximity"
value = 4.73

[[workContext]]
name = "Frequency of Decision Making"
value = 4.66

[[workContext]]
name = "Importance of Being Exact or Accurate"
value = 4.64

[[workContext]]
name = "Work With or Contribute to a Work Group or Team"
value = 4.55

[[workContext]]
name = "Consequence of Error"
value = 4.52

[[workContext]]
name = "Impact of Decisions on Co-workers or Company Results"
value = 4.4

[[workContext]]
name = "Wear Common Protective or Safety Equipment such as Safety Shoes, Glasses, Gloves, Hearing Protection, Hard Hats, or Life Jackets"
value = 4.28

[[workContext]]
name = "Deal With External Customers or the Public in General"
value = 4.24

[[workContext]]
name = "E-Mail"
value = 4.14

[[workContext]]
name = "Time Pressure"
value = 4.09

[[workContext]]
name = "Spend Time Using Your Hands to Handle, Control, or Feel Objects, Tools, or Controls"
value = 4.04

[[workContext]]
name = "Spend Time Standing"
value = 3.99

[[workContext]]
name = "Spend Time Walking or Running"
value = 3.99

[[workContext]]
name = "Determine Tasks, Priorities and Goals"
value = 3.96

[[workContext]]
name = "Coordinate or Lead Others in Accomplishing Work Activities"
value = 3.95

[[workContext]]
name = "Freedom to Make Decisions"
value = 3.89

[[workContext]]
name = "Health and Safety of Other Workers"
value = 3.79

[[workContext]]
name = "Exposed to Contaminants"
value = 3.74

[[workContext]]
name = "Importance of Repeating Same Tasks"
value = 3.63

[[workContext]]
name = "Dealing With Unpleasant, Angry, or Discourteous People"
value = 3.5

[[workContext]]
name = "Conflict Situations"
value = 3.4

[[workContext]]
name = "Exposed to Cramped Work Space, Awkward Positions"
value = 3.23

[[workContext]]
name = "Exposed to Radiation"
value = 3.21

[[workContext]]
name = "Wear Specialized Protective or Safety Equipment such as Breathing Apparatus, Safety Harness, Full Protection Suits, or Radiation Protection"
value = 3.1

[[workContext]]
name = "Written Letters and Memos"
value = 3.07

[[workContext]]
name = "Work Outcomes and Results of Other Workers"
value = 3.07

[[workContext]]
name = "Spend Time Bending or Twisting Your Body"
value = 2.96

[[workContext]]
name = "Level of Competition"
value = 2.92

[[workContext]]
name = "Exposed to Sounds, Noise Levels that are Distracting or Uncomfortable"
value = 2.86

[[workContext]]
name = "Spend Time Making Repetitive Motions"
value = 2.81

[[workContext]]
name = "Exposed to Hazardous Conditions"
value = 2.8

[[workContext]]
name = "Dealing with Violent or Physically Aggressive People"
value = 2.46

[[workContext]]
name = "Degree of Automation"
value = 2.38

[[workContext]]
name = "Spend Time Sitting"
value = 2.11

[[workContext]]
name = "Exposed to Extremely Bright or Inadequate Lighting Conditions"
value = 2.07

[[personFit]]
name = "Dependability"
family = "work_style"
value = 10

[[personFit]]
name = "Attention to Detail"
family = "work_style"
value = 9

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

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

[[personFit]]
name = "Health Care Service"
family = "specific_interest_area"
value = 6.59

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

[[personFit]]
name = "Realistic"
family = "career_interest_type"
value = 5.03

[[personFit]]
name = "Self-Control"
family = "work_style"
value = 5

[[personFit]]
name = "Social"
family = "career_interest_type"
value = 4.88

[[personFit]]
name = "Investigative"
family = "career_interest_type"
value = 4.73

[[personFit]]
name = "Medical Science"
family = "specific_interest_area"
value = 4.49

[[personFit]]
name = "Social Service"
family = "specific_interest_area"
value = 4.01

[[personFit]]
name = "Stress Tolerance"
family = "work_style"
value = 4

[[personFit]]
name = "Conventional"
family = "career_interest_type"
value = 3.93

[[personFit]]
name = "Life Science"
family = "specific_interest_area"
value = 3.92

[[personFit]]
name = "Teaching/Education"
family = "specific_interest_area"
value = 3.87

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

[[relatedRoles]]
socCode = "29-2043.00"
slug = "role-29-2043-00"
title = "Paramedics"
tier = "Primary-Short"

[[relatedRoles]]
socCode = "29-1141.01"
slug = "role-29-1141-01"
title = "Acute Care Nurses"
tier = "Primary-Short"

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

[[relatedRoles]]
socCode = "29-1141.03"
slug = "role-29-1141-03"
title = "Critical Care Nurses"
tier = "Primary-Short"

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

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

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

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

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

[[relatedRoles]]
socCode = "29-1071.01"
slug = "role-29-1071-01"
title = "Anesthesiologist Assistants"
tier = "Supplemental"

[[relatedRoles]]
socCode = "29-1212.00"
slug = "role-29-1212-00"
title = "Cardiologists"
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 = 0.066
scale = "0-1 probability"
release = "2013-baseline-2016-employment-snapshot"

[[aiSignals]]
source = "felten_aioe"
label = "AI occupational exposure"
score = -0.1880507
scale = "relative exposure score"
release = "2021-plus-generative-ai-workbooks"

[[aiSignals]]
source = "felten_image_generation_aioe"
label = "Image generation occupational exposure"
score = -0.2711617
scale = "relative exposure score"
release = "2021-plus-generative-ai-workbooks"

[[aiSignals]]
source = "felten_language_modeling_aioe"
label = "Language modeling occupational exposure"
score = -0.1994213
scale = "relative exposure score"
release = "2021-plus-generative-ai-workbooks"
