entityType = "role"
schemaVersion = "role.v1"
slug = "role-29-1071-01"
socCode = "29-1071.01"
title = "Anesthesiologist Assistants"
summary = "Assist anesthesiologists in the administration of anesthesia for surgical and non-surgical procedures. Monitor patient status and provide patient care during surgical treatment."
aliases = ["Anesthesia Assistant", "Anesthesia Technician", "Anesthesiologist Assistant", "Certified Anesthesiologist Assistant", "Anesthesiologists' Assistant", "Cardiothoracic Anesthesia Technician", "Certified Anesthesia Technician", "Anesthesia Specialist", "Anesthesia Technologist", "Operating Room Technician"]
emergingTasks = []

[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 = 41.68

[[preparation.educationDistribution]]
label = "High School Diploma"
percentage = 21.8

[[preparation.educationDistribution]]
label = "Post-Secondary Certificate"
percentage = 16.81

[[preparation.educationDistribution]]
label = "First Professional Degree"
percentage = 14.51

[[preparation.educationDistribution]]
label = "Associate's Degree (or other 2-year degree)"
percentage = 4.08

[[preparation.educationDistribution]]
label = "Post-Master's Certificate"
percentage = 1.11

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

[market]
medianWage = 133260
meanWage = 136900
pct10Wage = 95240
pct25Wage = 113770
pct75Wage = 160160
pct90Wage = 182200
employment = 155540
areaTitle = "U.S."

[industries]
count = 14

[[industries.top]]
naics = "62"
slug = "62"
title = "Health Care and Social Assistance"
level = "Sector"
employment = 143290
medianWage = 132820
lq = 6.15

[[industries.top]]
naics = "61"
slug = "61"
title = "Educational Services"
level = "Sector"
employment = 3820
medianWage = 127900
lq = 0.28

[[industries.top]]
naics = "56"
slug = "56"
title = "Administrative and Support and Waste Management and Remediation Services"
level = "Sector"
employment = 2140
medianWage = 157590
lq = 0.23

[[industries.top]]
naics = "561320"
slug = "561320"
title = "Temporary Help Services"
level = "National industry"
employment = 1680
medianWage = 165470
lq = 0.63

[[industries.top]]
naics = "621340"
slug = "621340"
title = "Offices of Physical, Occupational and Speech Therapists, and Audiologists"
level = "National industry"
employment = 800
medianWage = 136650
lq = 1.66

[[industries.top]]
naics = "621420"
slug = "621420"
title = "Outpatient Mental Health and Substance Abuse Centers"
level = "National industry"
employment = 760
medianWage = 141240
lq = 2.43

[[industries.top]]
naics = "55"
slug = "55"
title = "Management of Companies and Enterprises"
level = "Sector"
employment = 450
medianWage = 127870
lq = 0.16

[[industries.top]]
naics = "621310"
slug = "621310"
title = "Offices of Chiropractors"
level = "National industry"
employment = 400
medianWage = 135240
lq = 2.72

[[industries.top]]
naics = "81"
slug = "81"
title = "Other Services (except Public Administration)"
level = "Sector"
employment = 380
medianWage = 117220
lq = 0.09

[[industries.top]]
naics = "623220"
slug = "623220"
title = "Residential Mental Health and Substance Abuse Facilities"
level = "National industry"
employment = 320
lq = 1.23

[[industries.top]]
naics = "621330"
slug = "621330"
title = "Offices of Mental Health Practitioners (except Physicians)"
level = "National industry"
employment = 160
medianWage = 131940
lq = 0.66

[[industries.top]]
naics = "52"
slug = "52"
title = "Finance and Insurance"
level = "Sector"
employment = 40
medianWage = 134840

[[industries.concentrated]]
naics = "62"
slug = "62"
title = "Health Care and Social Assistance"
level = "Sector"
employment = 143290
lq = 6.15

[[industries.concentrated]]
naics = "621310"
slug = "621310"
title = "Offices of Chiropractors"
level = "National industry"
employment = 400
lq = 2.72

[[industries.concentrated]]
naics = "621420"
slug = "621420"
title = "Outpatient Mental Health and Substance Abuse Centers"
level = "National industry"
employment = 760
lq = 2.43

[[industries.concentrated]]
naics = "621340"
slug = "621340"
title = "Offices of Physical, Occupational and Speech Therapists, and Audiologists"
level = "National industry"
employment = 800
lq = 1.66

[[industries.concentrated]]
naics = "623220"
slug = "623220"
title = "Residential Mental Health and Substance Abuse Facilities"
level = "National industry"
employment = 320
lq = 1.23

[[industries.concentrated]]
naics = "621330"
slug = "621330"
title = "Offices of Mental Health Practitioners (except Physicians)"
level = "National industry"
employment = 160
lq = 0.66

[[industries.concentrated]]
naics = "561320"
slug = "561320"
title = "Temporary Help Services"
level = "National industry"
employment = 1680
lq = 0.63

[[industries.concentrated]]
naics = "61"
slug = "61"
title = "Educational Services"
level = "Sector"
employment = 3820
lq = 0.28

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

[aiOutlook.index]
value = 32
percentile = 30
band = "Low"
version = "ai-exposure-index-v1"
componentCount = 3

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

[[aiOutlook.index.components]]
percentile = 34
source = "openai_gpts_are_gpts"

[[aiOutlook.index.components]]
percentile = 11
source = "microsoft_working_with_ai"

[aiOutlook.freyHistorical]
source = "frey"
label = "Computerization probability (Frey & Osborne, 2013)"
value = 0.14
percentile = 31
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
beta = 0.16666666666666666
gamma = 0.3333333333333333

[aiOutlook.bls]
growthPercent = 20.4
growthPercentile = 99
direction = "Growing fast"
annualOpeningsThousands = 12
annualOpeningsPercentile = 66
employment2024Thousands = 162.7
employment2034Thousands = 195.8

[[aiOutlook.exposure]]
source = "felten_aioe"
label = "Overall AI exposure (Felten et al.)"
value = 0.1059147
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 = 0.3333333333333333
percentile = 34
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 = 0.05109176634809853
percentile = 11
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 = "Participate in seminars, workshops, or other professional activities to keep abreast of developments in anesthesiology."
usagePercent = 0.004211019313172479
importance = 3.78

[[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 = 1
totalSample = 42
autonomyMedian = 4
dominantCollaboration = "learning"
automationShare = 38.1
augmentationShare = 42.86
release = "2026-01-15-v4-plus-2025-03-27-v2"

[[aiPlaybook.collaboration]]
label = "learning"
percent = 42.86

[[aiPlaybook.collaboration]]
label = "directive"
percent = 38.1

[[aiPlaybook.useCase]]
label = "coursework"
percent = 61.9

[[aiPlaybook.delegatedTasks]]
task = "Provide clinical instruction, supervision or training to staff in areas such as anesthesia practices."
usagePercent = 0.004200525065633205
collaboration = "learning"
autonomyMedian = 4
sampleCount = 42

[[aiPlaybook.boundaryTasks]]
task = "Provide clinical instruction, supervision or training to staff in areas such as anesthesia practices."
humanNeededPercent = 92.85714285714286
sampleCount = 42

[[aiPlaybook.seedPrompts]]
prompt = "Teach me how to provide clinical instruction, supervision or training to staff in areas such as anesthesia practices, then check my work as I try it myself."
collaboration = "learning"

[counts]
tasks = 16
skills = 39
capabilities = 120
tools = 29
relatedRoles = 20

[source]
dataset = "gold.onet_role_starter_surface"
version = "30.3"
generatedAt = "2026-06-02T21:00:32.945303+00:00"
contentHash = "0956251558b653af"

[[tasks]]
text = "Control anesthesia levels during procedures."
type = "Supplemental"
iwa = "4.A.3.a.2.i"

[[tasks]]
text = "Assist anesthesiologists in monitoring of patients, including electrocardiogram (EKG), direct arterial pressure, central venous pressure, arterial blood gas, hematocrit, or routine measurement of temperature, respiration, blood pressure or heart rate."
type = "Supplemental"
iwa = "4.A.1.a.2.e"

[[tasks]]
text = "Provide airway management interventions including tracheal intubation, fiber optics, or ventilary support."
type = "Core"
iwa = "4.A.4.a.5.g"

[[tasks]]
text = "Respond to emergency situations by providing cardiopulmonary resuscitation (CPR), basic cardiac life support (BLS), advanced cardiac life support (ACLS), or pediatric advanced life support (PALS)."
type = "Core"
iwa = "4.A.4.a.5.g"

[[tasks]]
text = "Administer blood, blood products, or supportive fluids."
type = "Supplemental"
iwa = "4.A.4.a.5.c"

[[tasks]]
text = "Collect and document patients' pre-anesthetic health histories."
type = "Supplemental"
iwa = "4.A.1.a.1.l"

[[tasks]]
text = "Assist in the provision of advanced life support techniques including those procedures using high frequency ventilation or intra-arterial cardiovascular assistance devices."
type = "Supplemental"
iwa = "4.A.4.a.5.g"

[[tasks]]
text = "Verify availability of operating room supplies, medications, and gases."
type = "Core"
iwa = "4.A.4.c.3.a"

[[tasks]]
text = "Pretest and calibrate anesthesia delivery systems and monitors."
type = "Core"
iwa = "4.A.1.b.2.g"

[[tasks]]
text = "Monitor and document patients' progress during post-anesthesia period."
type = "Supplemental"
iwa = "4.A.1.a.2.e"

[[tasks]]
text = "Administer anesthetic, adjuvant, or accessory drugs under the direction of an anesthesiologist."
type = "Supplemental"
iwa = "4.A.4.a.5.c"

[[tasks]]
text = "Assist anesthesiologists in performing anesthetic procedures, such as epidural or spinal injections."
type = "Supplemental"
iwa = "4.A.4.a.5.c"

[[activities]]
name = "Maintain inventory of medical supplies or equipment."
iwa = "4.A.4.c.3.a"

[[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 = "Collect biological specimens from patients."
iwa = "4.A.3.a.2.al"

[[activities]]
name = "Maintain medical or professional knowledge."
iwa = "4.A.2.b.3.a"

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

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

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

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

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

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

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

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

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

[[activities]]
name = "Administer anesthetics or sedatives to control pain."
iwa = "4.A.4.a.5.c"

[[activities]]
name = "Administer blood or other fluids intravenously."
iwa = "4.A.4.a.5.c"

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

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

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

[[capabilities]]
name = "Medicine and Dentistry"
family = "knowledge"
value = 4.06

[[capabilities]]
name = "English Language"
family = "knowledge"
value = 4.01

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

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

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

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

[[capabilities]]
name = "Reading Comprehension"
family = "essential_skill"
value = 3.75

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

[[capabilities]]
name = "Oral Expression"
family = "ability"
value = 3.75

[[capabilities]]
name = "Perceptual Speed"
family = "ability"
value = 3.75

[[capabilities]]
name = "Selective Attention"
family = "ability"
value = 3.75

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

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

[[capabilities]]
name = "Critical Thinking"
family = "essential_skill"
value = 3.62

[[capabilities]]
name = "Judgment and Decision Making"
family = "transferable_skill"
value = 3.62

[[capabilities]]
name = "Chemistry"
family = "knowledge"
value = 3.62

[[capabilities]]
name = "Customer and Personal Service"
family = "knowledge"
value = 3.6

[[capabilities]]
name = "Mathematics"
family = "knowledge"
value = 3.56

[[capabilities]]
name = "Active Learning"
family = "essential_skill"
value = 3.5

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

[[capabilities]]
name = "Information Ordering"
family = "ability"
value = 3.5

[[capabilities]]
name = "Arm-Hand Steadiness"
family = "ability"
value = 3.5

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

[[capabilities]]
name = "Biology"
family = "knowledge"
value = 3.46

[[capabilities]]
name = "Operations Monitoring"
family = "transferable_skill"
value = 3.38

[[capabilities]]
name = "Time Management"
family = "transferable_skill"
value = 3.38

[[capabilities]]
name = "Education and Training"
family = "knowledge"
value = 3.38

[[capabilities]]
name = "Control Precision"
family = "ability"
value = 3.38

[[capabilities]]
name = "Speech Clarity"
family = "ability"
value = 3.38

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

[[capabilities]]
name = "Flexibility of Closure"
family = "ability"
value = 3.25

[[capabilities]]
name = "Manual Dexterity"
family = "ability"
value = 3.25

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

[[capabilities]]
name = "Social Perceptiveness"
family = "transferable_skill"
value = 3.12

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

[[capabilities]]
name = "Complex Problem Solving"
family = "transferable_skill"
value = 3.12

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

[[skills]]
name = "Complex Problem Solving"
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 = "Microsoft Access"
type = "Specialized Skill"

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

[[tools]]
example = "Microsoft Access"
category = "Data base user interface and query 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 = "Allscripts PM"
category = "Medical software"
hot = false
inDemand = false

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

[[tools]]
example = "Automatic Data Processing AdvancedMD EHR"
category = "Medical software"
hot = false
inDemand = false

[[tools]]
example = "Benchmark Systems Benchmark Clinical EHR"
category = "Medical software"
hot = false
inDemand = false

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

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

[[tools]]
example = "Cerner PowerWorks Practice Management"
category = "Medical software"
hot = false
inDemand = false

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

[[tools]]
example = "Epic Practice Management"
category = "Medical software"
hot = false
inDemand = false

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

[[tools]]
example = "GE Healthcare Centricity Practice Solution"
category = "Medical software"
hot = false
inDemand = false

[[tools]]
example = "Greenway Medical Technologies PrimeSUITE"
category = "Medical software"
hot = false
inDemand = false

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

[[tools]]
example = "IOS Health Systems Medios EHR"
category = "Medical software"
hot = false
inDemand = false

[[tools]]
example = "Kareo Practice Management"
category = "Medical software"
hot = false
inDemand = false

[[tools]]
example = "McKesson Practice Plus"
category = "Medical software"
hot = false
inDemand = false

[[tools]]
example = "Modernizing Medicine Practice Management"
category = "Medical software"
hot = false
inDemand = false

[[tools]]
example = "NextGen Healthcare NextGen Practice Management"
category = "Medical software"
hot = false
inDemand = false

[[tools]]
example = "Pyxis MedStation software"
category = "Inventory management software"
hot = false
inDemand = false

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

[[tools]]
example = "Vitera Healthcare Solutions Vitera Intergy"
category = "Medical software"
hot = false
inDemand = false

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

[[workContext]]
name = "Exposed to Disease or Infections"
value = 4.88

[[workContext]]
name = "Wear Common Protective or Safety Equipment such as Safety Shoes, Glasses, Gloves, Hearing Protection, Hard Hats, or Life Jackets"
value = 4.84

[[workContext]]
name = "Importance of Being Exact or Accurate"
value = 4.83

[[workContext]]
name = "Indoors, Environmentally Controlled"
value = 4.82

[[workContext]]
name = "Face-to-Face Discussions with Individuals and Within Teams"
value = 4.7

[[workContext]]
name = "Work With or Contribute to a Work Group or Team"
value = 4.57

[[workContext]]
name = "Physical Proximity"
value = 4.5

[[workContext]]
name = "Determine Tasks, Priorities and Goals"
value = 4.44

[[workContext]]
name = "Telephone Conversations"
value = 4.43

[[workContext]]
name = "Health and Safety of Other Workers"
value = 4.41

[[workContext]]
name = "Coordinate or Lead Others in Accomplishing Work Activities"
value = 4.33

[[workContext]]
name = "Contact With Others"
value = 4.27

[[workContext]]
name = "Freedom to Make Decisions"
value = 4.14

[[workContext]]
name = "Wear Specialized Protective or Safety Equipment such as Breathing Apparatus, Safety Harness, Full Protection Suits, or Radiation Protection"
value = 4

[[workContext]]
name = "Deal With External Customers or the Public in General"
value = 3.97

[[workContext]]
name = "Spend Time Using Your Hands to Handle, Control, or Feel Objects, Tools, or Controls"
value = 3.96

[[workContext]]
name = "Work Outcomes and Results of Other Workers"
value = 3.91

[[workContext]]
name = "Spend Time Standing"
value = 3.9

[[workContext]]
name = "Importance of Repeating Same Tasks"
value = 3.89

[[workContext]]
name = "Exposed to Radiation"
value = 3.88

[[workContext]]
name = "Consequence of Error"
value = 3.86

[[workContext]]
name = "Exposed to Contaminants"
value = 3.85

[[workContext]]
name = "Time Pressure"
value = 3.8

[[workContext]]
name = "Spend Time Walking or Running"
value = 3.53

[[workContext]]
name = "Frequency of Decision Making"
value = 3.53

[[workContext]]
name = "Impact of Decisions on Co-workers or Company Results"
value = 3.52

[[workContext]]
name = "E-Mail"
value = 3.39

[[workContext]]
name = "Conflict Situations"
value = 3.37

[[workContext]]
name = "Spend Time Making Repetitive Motions"
value = 3.19

[[workContext]]
name = "Level of Competition"
value = 3.14

[[workContext]]
name = "Dealing With Unpleasant, Angry, or Discourteous People"
value = 3.12

[[workContext]]
name = "Exposed to Sounds, Noise Levels that are Distracting or Uncomfortable"
value = 3.12

[[workContext]]
name = "Exposed to Hazardous Conditions"
value = 3.12

[[workContext]]
name = "Exposed to Minor Burns, Cuts, Bites, or Stings"
value = 3.02

[[workContext]]
name = "Written Letters and Memos"
value = 2.83

[[workContext]]
name = "Exposed to Extremely Bright or Inadequate Lighting Conditions"
value = 2.79

[[workContext]]
name = "Exposed to Cramped Work Space, Awkward Positions"
value = 2.6

[[workContext]]
name = "Spend Time Bending or Twisting Your Body"
value = 2.51

[[workContext]]
name = "Public Speaking"
value = 2.34

[[workContext]]
name = "Pace Determined by Speed of Equipment"
value = 2.25

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

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

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

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

[[personFit]]
name = "Health Care Service"
family = "specific_interest_area"
value = 6.54

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

[[personFit]]
name = "Conventional"
family = "career_interest_type"
value = 5.1

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

[[personFit]]
name = "Social"
family = "career_interest_type"
value = 4.9

[[personFit]]
name = "Investigative"
family = "career_interest_type"
value = 4.62

[[personFit]]
name = "Realistic"
family = "career_interest_type"
value = 4.4

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

[[personFit]]
name = "Medical Science"
family = "specific_interest_area"
value = 3.94

[[personFit]]
name = "Life Science"
family = "specific_interest_area"
value = 3.32

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

[[personFit]]
name = "Dependability"
family = "work_style"
value = 2.93

[[relatedRoles]]
socCode = "29-1211.00"
slug = "role-29-1211-00"
title = "Anesthesiologists"
tier = "Primary-Short"

[[relatedRoles]]
socCode = "29-1243.00"
slug = "role-29-1243-00"
title = "Pediatric Surgeons"
tier = "Primary-Short"

[[relatedRoles]]
socCode = "29-1151.00"
slug = "role-29-1151-00"
title = "Nurse Anesthetists"
tier = "Primary-Short"

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

[[relatedRoles]]
socCode = "29-1242.00"
slug = "role-29-1242-00"
title = "Orthopedic Surgeons, Except Pediatric"
tier = "Primary-Short"

[[relatedRoles]]
socCode = "29-1214.00"
slug = "role-29-1214-00"
title = "Emergency Medicine Physicians"
tier = "Primary-Long"

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

[[relatedRoles]]
socCode = "29-1071.00"
slug = "role-29-1071-00"
title = "Physician Assistants"
tier = "Primary-Long"

[[relatedRoles]]
socCode = "29-1171.00"
slug = "role-29-1171-00"
title = "Nurse Practitioners"
tier = "Primary-Long"

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

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

[[relatedRoles]]
socCode = "29-9093.00"
slug = "role-29-9093-00"
title = "Surgical Assistants"
tier = "Supplemental"

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

[[studyPrograms]]
title = "Dental, Medical, and Veterinary Residency Programs"
slug = "dental-medical-and-veterinary-residency-programs"

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

[[aiSignals]]
source = "frey_osborne"
label = "Computerization probability"
score = 0.14
scale = "0-1 probability"
release = "2013-baseline-2016-employment-snapshot"

[[aiSignals]]
source = "felten_aioe"
label = "AI occupational exposure"
score = 0.1059147
scale = "relative exposure score"
release = "2021-plus-generative-ai-workbooks"

[[aiSignals]]
source = "felten_image_generation_aioe"
label = "Image generation occupational exposure"
score = 0.0540946
scale = "relative exposure score"
release = "2021-plus-generative-ai-workbooks"

[[aiSignals]]
source = "felten_language_modeling_aioe"
label = "Language modeling occupational exposure"
score = 0.0402409
scale = "relative exposure score"
release = "2021-plus-generative-ai-workbooks"
