entityType = "role"
schemaVersion = "role.v1"
slug = "role-29-9092-00"
socCode = "29-9092.00"
title = "Genetic Counselors"
summary = "Assess individual or family risk for a variety of inherited conditions, such as genetic disorders and birth defects. Provide information to other healthcare providers or to individuals and families concerned with the risk of inherited conditions. Advise individuals and families to support informed decisionmaking and coping methods for those at risk. May help conduct research related to genetic conditions or genetic counseling."
aliases = ["Certified Genetic Counselor", "Genetic Counselor", "Prenatal and Pediatric Genetic Counselor", "Reproductive Genetic Counseling Coordinator", "Medical Science Liaison", "Cancer Genetic Counselor", "Cancer Program Consultant", "Chromosomal Disorders Counselor", "Clinical Reviewer", "Genetic Coordinator", "Genetic Counseling Medical Specialist", "Genetics Counselor"]
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 = 100

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

[market]
medianWage = 98910
meanWage = 102890
pct10Wage = 78680
pct25Wage = 87060
pct75Wage = 113220
pct90Wage = 137780
employment = 3510
areaTitle = "U.S."

[industries]
count = 5

[[industries.top]]
naics = "62"
slug = "62"
title = "Health Care and Social Assistance"
level = "Sector"
employment = 2900
medianWage = 99210
lq = 5.51

[[industries.top]]
naics = "61"
slug = "61"
title = "Educational Services"
level = "Sector"
employment = 240
medianWage = 95660
lq = 0.77

[[industries.top]]
naics = "54"
slug = "54"
title = "Professional, Scientific, and Technical Services"
level = "Sector"
employment = 120
medianWage = 93770
lq = 0.49

[[industries.top]]
naics = "55"
slug = "55"
title = "Management of Companies and Enterprises"
level = "Sector"
employment = 70
medianWage = 125960

[[industries.top]]
naics = "31-33"
slug = "31-33"
title = "Manufacturing"
level = "Sector"
medianWage = 75720

[[industries.concentrated]]
naics = "62"
slug = "62"
title = "Health Care and Social Assistance"
level = "Sector"
employment = 2900
lq = 5.51

[[industries.concentrated]]
naics = "61"
slug = "61"
title = "Educational Services"
level = "Sector"
employment = 240
lq = 0.77

[[industries.concentrated]]
naics = "54"
slug = "54"
title = "Professional, Scientific, and Technical Services"
level = "Sector"
employment = 120
lq = 0.49

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

[aiOutlook.index]
value = 89
percentile = 94
band = "High"
version = "ai-exposure-index-v1"
componentCount = 3

[[aiOutlook.index.components]]
percentile = 100
source = "felten_aioe"

[[aiOutlook.index.components]]
percentile = 77
source = "openai_gpts_are_gpts"

[[aiOutlook.index.components]]
percentile = 90
source = "microsoft_working_with_ai"

[aiOutlook.eloundou]
alpha = 0.10526315789473684
beta = 0.5
gamma = 0.894736842105263

[aiOutlook.bls]
growthPercent = 9.3
growthPercentile = 91
direction = "Growing fast"
annualOpeningsThousands = 0.3
annualOpeningsPercentile = 4
employment2024Thousands = 4
employment2034Thousands = 4.3

[[aiOutlook.exposure]]
source = "felten_aioe"
label = "Overall AI exposure (Felten et al.)"
value = 1.527667
percentile = 100
band = "High"
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 = 0.894736842105263
percentile = 77
band = "High"
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 = 0.3112487327282943
percentile = 90
band = "High"
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 = "Interpret laboratory results and communicate findings to patients or physicians."
usagePercent = 0.0538188809781068
importance = 4.91

[[aiOutlook.usageTasks]]
task = "Read current literature, talk with colleagues, or participate in professional organizations or conferences to keep abreast of developments in genetics."
usagePercent = 0.01509804485454523
importance = 4.26

[[aiOutlook.usageTasks]]
task = "Explain diagnostic procedures such as chorionic villus sampling (CVS), ultrasound, fetal blood sampling, and amniocentesis."
usagePercent = 0.00729225295695722
importance = 4.14

[[aiOutlook.usageTasks]]
task = "Evaluate or make recommendations for standards of care or clinical operations, ensuring compliance with applicable regulations, ethics, legislation, or policies."
usagePercent = 0.004827266041929427
importance = 3.55

[[aiOutlook.usageTasks]]
task = "Identify funding sources and write grant proposals for eligible programs or services."
usagePercent = 0.002978525855658583
importance = 3.06

[[aiOutlook.usageTasks]]
task = "Analyze genetic information to identify patients or families at risk for specific disorders or syndromes."
usagePercent = 0.002773110279406267
importance = 4.83

[[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 = 6
taskCount = 9
totalSample = 454
autonomyMedian = 3.5
dominantCollaboration = "learning"
automationShare = 20.67
augmentationShare = 51.94
workUsePercent = 19.64
release = "2026-01-15-v4-plus-2025-03-27-v2"

[[aiPlaybook.collaboration]]
label = "learning"
percent = 45.74

[[aiPlaybook.collaboration]]
label = "directive"
percent = 20.67

[[aiPlaybook.collaboration]]
label = "task iteration"
percent = 6.2

[[aiPlaybook.useCase]]
label = "personal"
percent = 50.65

[[aiPlaybook.useCase]]
label = "work"
percent = 19.64

[[aiPlaybook.useCase]]
label = "coursework"
percent = 15.5

[[aiPlaybook.delegatedTasks]]
task = "Interpret laboratory results and communicate findings to patients or physicians."
usagePercent = 0.01050131266408301
collaboration = "learning"
autonomyMedian = 3
sampleCount = 105

[[aiPlaybook.delegatedTasks]]
task = "Read current literature, talk with colleagues, or participate in professional organizations or conferences to keep abreast of developments in genetics."
usagePercent = 0.009101137642205276
collaboration = "learning"
autonomyMedian = 3
sampleCount = 91

[[aiPlaybook.delegatedTasks]]
task = "Identify funding sources and write grant proposals for eligible programs or services."
usagePercent = 0.00750093761720215
collaboration = "directive"
autonomyMedian = 4
sampleCount = 75

[[aiPlaybook.delegatedTasks]]
task = "Provide counseling to patient and family members by providing information, education, or reassurance."
usagePercent = 0.0039004875609451183
collaboration = "learning"
autonomyMedian = 4
sampleCount = 39

[[aiPlaybook.delegatedTasks]]
task = "Prepare or provide genetics-related educational materials to patients or medical personnel."
usagePercent = 0.0039004875609451183
collaboration = "learning"
autonomyMedian = 3
sampleCount = 39

[[aiPlaybook.delegatedTasks]]
task = "Explain diagnostic procedures such as chorionic villus sampling (CVS), ultrasound, fetal blood sampling, and amniocentesis."
usagePercent = 0.003800475059382423
collaboration = "learning"
autonomyMedian = 4
sampleCount = 38

[[aiPlaybook.boundaryTasks]]
task = "Identify funding sources and write grant proposals for eligible programs or services."
humanNeededPercent = 100
sampleCount = 75

[[aiPlaybook.boundaryTasks]]
task = "Provide counseling to patient and family members by providing information, education, or reassurance."
humanNeededPercent = 100
sampleCount = 39

[[aiPlaybook.boundaryTasks]]
task = "Explain diagnostic procedures such as chorionic villus sampling (CVS), ultrasound, fetal blood sampling, and amniocentesis."
humanNeededPercent = 97.36842105263158
sampleCount = 38

[[aiPlaybook.boundaryTasks]]
task = "Read current literature, talk with colleagues, or participate in professional organizations or conferences to keep abreast of developments in genetics."
humanNeededPercent = 96.7032967032967
sampleCount = 91

[[aiPlaybook.boundaryTasks]]
task = "Prepare or provide genetics-related educational materials to patients or medical personnel."
humanNeededPercent = 92.3076923076923
sampleCount = 39

[[aiPlaybook.boundaryTasks]]
task = "Interpret laboratory results and communicate findings to patients or physicians."
humanNeededPercent = 77.14285714285715
sampleCount = 105

[[aiPlaybook.seedPrompts]]
prompt = "Teach me how to interpret laboratory results and communicate findings to patients or physicians, then check my work as I try it myself."
collaboration = "learning"

[[aiPlaybook.seedPrompts]]
prompt = "Teach me how to read current literature, talk with colleagues, or participate in professional organizations or conferences to keep abreast of developments in genetics, then check my work as I try it myself."
collaboration = "learning"

[[aiPlaybook.seedPrompts]]
prompt = "Do this for me: identify funding sources and write grant proposals for eligible programs or services. Give me a finished draft I can review and adjust."
collaboration = "directive"

[[aiPlaybook.seedPrompts]]
prompt = "Teach me how to provide counseling to patient and family members by providing information, education, or reassurance, then check my work as I try it myself."
collaboration = "learning"

[[aiPlaybook.seedPrompts]]
prompt = "Teach me how to prepare or provide genetics-related educational materials to patients or medical personnel, then check my work as I try it myself."
collaboration = "learning"

[counts]
tasks = 19
skills = 39
capabilities = 120
tools = 24
relatedRoles = 20

[source]
dataset = "gold.onet_role_starter_surface"
version = "30.3"
generatedAt = "2026-06-02T21:00:32.945303+00:00"
contentHash = "5116caab98658959"

[[tasks]]
text = "Interpret laboratory results and communicate findings to patients or physicians."
type = "Core"
iwa = "4.A.4.a.1.e"

[[tasks]]
text = "Analyze genetic information to identify patients or families at risk for specific disorders or syndromes."
type = "Core"
iwa = "4.A.2.a.4.f"

[[tasks]]
text = "Discuss testing options and the associated risks, benefits and limitations with patients and families to assist them in making informed decisions."
type = "Core"
iwa = "4.A.4.a.1.e"

[[tasks]]
text = "Provide counseling to patient and family members by providing information, education, or reassurance."
type = "Core"
iwa = "4.A.4.a.1.e"

[[tasks]]
text = "Write detailed consultation reports to provide information on complex genetic concepts to patients or referring physicians."
type = "Core"
iwa = "4.A.3.b.6.f"

[[tasks]]
text = "Provide genetic counseling in specified areas of clinical genetics, such as obstetrics, pediatrics, oncology and neurology."
type = "Core"
iwa = "4.A.4.b.6.a"

[[tasks]]
text = "Determine or coordinate treatment plans by requesting laboratory services, reviewing genetics or counseling literature, and considering histories or diagnostic data."
type = "Core"
iwa = "4.A.2.a.4.f"

[[tasks]]
text = "Interview patients or review medical records to obtain comprehensive patient or family medical histories, and document findings."
type = "Core"
iwa = "4.A.1.a.1.l"

[[tasks]]
text = "Assess patients' psychological or emotional needs, such as those relating to stress, fear of test results, financial issues, and marital conflicts to make referral recommendations or assist patients in managing test outcomes."
type = "Core"
iwa = "4.A.2.a.1.f"

[[tasks]]
text = "Provide patients with information about the inheritance of conditions such as cardiovascular disease, Alzheimer's disease, diabetes, and various forms of cancer."
type = "Core"
iwa = "4.A.4.a.1.e"

[[tasks]]
text = "Read current literature, talk with colleagues, or participate in professional organizations or conferences to keep abreast of developments in genetics."
type = "Core"
iwa = "4.A.2.b.3.a"

[[tasks]]
text = "Prepare or provide genetics-related educational materials to patients or medical personnel."
type = "Core"
iwa = "4.A.3.b.6.l"

[[activities]]
name = "Analyze test data or images to inform diagnosis or treatment."
iwa = "4.A.2.a.4.f"

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

[[activities]]
name = "Advise patients on effects of health conditions or treatments."
iwa = "4.A.4.b.6.a"

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

[[activities]]
name = "Communicate detailed medical information to patients or family members."
iwa = "4.A.4.a.1.e"

[[activities]]
name = "Interact with patients to build rapport or provide emotional support."
iwa = "4.A.4.b.2.a"

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

[[activities]]
name = "Develop medical treatment plans."
iwa = "4.A.2.b.2.a"

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

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

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

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

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

[[activities]]
name = "Conduct health or safety training programs."
iwa = "4.A.4.b.3.f"

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

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

[[activities]]
name = "Develop healthcare quality and safety procedures."
iwa = "4.A.2.b.2.e"

[[activities]]
name = "Advise medical personnel regarding healthcare issues."
iwa = "4.A.4.b.6.f"

[[activities]]
name = "Write grant proposals."
iwa = "4.A.3.b.6.g"

[[activities]]
name = "Prepare proposals or grant applications to obtain project funding."
iwa = "4.A.3.b.6.g"

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

[[activities]]
name = "Prepare healthcare training materials."
iwa = "4.A.3.b.6.l"

[[capabilities]]
name = "Biology"
family = "knowledge"
value = 4.78

[[capabilities]]
name = "Psychology"
family = "knowledge"
value = 4.57

[[capabilities]]
name = "Medicine and Dentistry"
family = "knowledge"
value = 4.39

[[capabilities]]
name = "Therapy and Counseling"
family = "knowledge"
value = 4.35

[[capabilities]]
name = "Written Comprehension"
family = "ability"
value = 4.25

[[capabilities]]
name = "Reading Comprehension"
family = "essential_skill"
value = 4.12

[[capabilities]]
name = "Deductive Reasoning"
family = "ability"
value = 4.12

[[capabilities]]
name = "English Language"
family = "knowledge"
value = 4.09

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

[[capabilities]]
name = "Complex Problem Solving"
family = "transferable_skill"
value = 4

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

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

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

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

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

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

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

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

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

[[capabilities]]
name = "Social Perceptiveness"
family = "transferable_skill"
value = 3.88

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

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

[[capabilities]]
name = "Customer and Personal Service"
family = "knowledge"
value = 3.87

[[capabilities]]
name = "Speech Clarity"
family = "ability"
value = 3.75

[[capabilities]]
name = "Mathematics"
family = "knowledge"
value = 3.7

[[capabilities]]
name = "Sociology and Anthropology"
family = "knowledge"
value = 3.39

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

[[capabilities]]
name = "Education and Training"
family = "knowledge"
value = 3.35

[[capabilities]]
name = "Science"
family = "essential_skill"
value = 3.25

[[capabilities]]
name = "Judgment and Decision Making"
family = "transferable_skill"
value = 3.25

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

[[capabilities]]
name = "Service Orientation"
family = "transferable_skill"
value = 3.12

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

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

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

[[capabilities]]
name = "Flexibility of Closure"
family = "ability"
value = 3.12

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

[[skills]]
name = "Microsoft Access"
type = "Specialized Skill"

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

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

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

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

[[skills]]
name = "Presentation Software"
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"

[[skills]]
name = "Depth Perception"
type = "Common 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 = "Microsoft Outlook"
category = "Electronic mail software"
hot = true
inDemand = true

[[tools]]
example = "Microsoft PowerPoint"
category = "Presentation software"
hot = true
inDemand = true

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

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

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

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

[[tools]]
example = "Breast Cancer Risk Assessment Tool"
category = "Medical software"
hot = false
inDemand = false

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

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

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

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

[[tools]]
example = "Ftree"
category = "Analytical or scientific software"
hot = false
inDemand = false

[[tools]]
example = "Jurek Software Pedigree-Draw"
category = "Medical software"
hot = false
inDemand = false

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

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

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

[[tools]]
example = "Pedigree drawing and management software"
category = "Analytical or scientific software"
hot = false
inDemand = false

[[tools]]
example = "Progeny Software Progeny Clinical"
category = "Medical software"
hot = false
inDemand = false

[[tools]]
example = "Prognosis Innovation Healthcare ChartAccess"
category = "Medical software"
hot = false
inDemand = false

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

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

[[tools]]
example = "Web browser software"
category = "Internet browser software"
hot = false
inDemand = false

[[workContext]]
name = "Telephone Conversations"
value = 5

[[workContext]]
name = "E-Mail"
value = 5

[[workContext]]
name = "Face-to-Face Discussions with Individuals and Within Teams"
value = 5

[[workContext]]
name = "Written Letters and Memos"
value = 4.64

[[workContext]]
name = "Contact With Others"
value = 4.57

[[workContext]]
name = "Importance of Being Exact or Accurate"
value = 4.43

[[workContext]]
name = "Indoors, Environmentally Controlled"
value = 4.3

[[workContext]]
name = "Spend Time Sitting"
value = 4.3

[[workContext]]
name = "Deal With External Customers or the Public in General"
value = 4.17

[[workContext]]
name = "Frequency of Decision Making"
value = 4.04

[[workContext]]
name = "Freedom to Make Decisions"
value = 4.04

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

[[workContext]]
name = "Work With or Contribute to a Work Group or Team"
value = 3.91

[[workContext]]
name = "Time Pressure"
value = 3.91

[[workContext]]
name = "Impact of Decisions on Co-workers or Company Results"
value = 3.74

[[workContext]]
name = "Consequence of Error"
value = 3.26

[[workContext]]
name = "Level of Competition"
value = 3.26

[[workContext]]
name = "Dealing With Unpleasant, Angry, or Discourteous People"
value = 2.91

[[workContext]]
name = "Physical Proximity"
value = 2.87

[[workContext]]
name = "Coordinate or Lead Others in Accomplishing Work Activities"
value = 2.77

[[workContext]]
name = "Conflict Situations"
value = 2.65

[[workContext]]
name = "Public Speaking"
value = 2.61

[[workContext]]
name = "Importance of Repeating Same Tasks"
value = 2.57

[[workContext]]
name = "Exposed to Disease or Infections"
value = 2.52

[[workContext]]
name = "Work Outcomes and Results of Other Workers"
value = 2.45

[[workContext]]
name = "Health and Safety of Other Workers"
value = 2.36

[[workContext]]
name = "Exposed to Sounds, Noise Levels that are Distracting or Uncomfortable"
value = 1.91

[[workContext]]
name = "Spend Time Standing"
value = 1.78

[[workContext]]
name = "Spend Time Making Repetitive Motions"
value = 1.74

[[workContext]]
name = "Spend Time Walking or Running"
value = 1.7

[[workContext]]
name = "Degree of Automation"
value = 1.57

[[workContext]]
name = "Spend Time Using Your Hands to Handle, Control, or Feel Objects, Tools, or Controls"
value = 1.52

[[workContext]]
name = "Wear Common Protective or Safety Equipment such as Safety Shoes, Glasses, Gloves, Hearing Protection, Hard Hats, or Life Jackets"
value = 1.39

[[workContext]]
name = "Dealing with Violent or Physically Aggressive People"
value = 1.3

[[workContext]]
name = "Exposed to Hazardous Conditions"
value = 1.22

[[workContext]]
name = "Spend Time Bending or Twisting Your Body"
value = 1.13

[[workContext]]
name = "Wear Specialized Protective or Safety Equipment such as Breathing Apparatus, Safety Harness, Full Protection Suits, or Radiation Protection"
value = 1.13

[[workContext]]
name = "Exposed to Extremely Bright or Inadequate Lighting Conditions"
value = 1.09

[[workContext]]
name = "Spend Time Kneeling, Crouching, Stooping, or Crawling"
value = 1.09

[[workContext]]
name = "Indoors, Not Environmentally Controlled"
value = 1.05

[[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 = "Intellectual Curiosity"
family = "work_style"
value = 7

[[personFit]]
name = "Health Care Service"
family = "specific_interest_area"
value = 6.13

[[personFit]]
name = "Teaching/Education"
family = "specific_interest_area"
value = 6

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

[[personFit]]
name = "Investigative"
family = "career_interest_type"
value = 5.86

[[personFit]]
name = "Life Science"
family = "specific_interest_area"
value = 5.74

[[personFit]]
name = "Medical Science"
family = "specific_interest_area"
value = 5.69

[[personFit]]
name = "Professional Advising"
family = "specific_interest_area"
value = 5.66

[[personFit]]
name = "Social"
family = "career_interest_type"
value = 5.45

[[personFit]]
name = "Social Service"
family = "specific_interest_area"
value = 5.38

[[personFit]]
name = "Social Orientation"
family = "work_style"
value = 5

[[personFit]]
name = "Self-Control"
family = "work_style"
value = 4

[[personFit]]
name = "Conventional"
family = "career_interest_type"
value = 3.89

[[relatedRoles]]
socCode = "29-1223.00"
slug = "role-29-1223-00"
title = "Psychiatrists"
tier = "Primary-Short"

[[relatedRoles]]
socCode = "29-1215.00"
slug = "role-29-1215-00"
title = "Family Medicine Physicians"
tier = "Primary-Short"

[[relatedRoles]]
socCode = "29-1141.02"
slug = "role-29-1141-02"
title = "Advanced Practice Psychiatric Nurses"
tier = "Primary-Short"

[[relatedRoles]]
socCode = "29-1221.00"
slug = "role-29-1221-00"
title = "Pediatricians, General"
tier = "Primary-Short"

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

[[relatedRoles]]
socCode = "29-1217.00"
slug = "role-29-1217-00"
title = "Neurologists"
tier = "Primary-Long"

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

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

[[relatedRoles]]
socCode = "19-3039.03"
slug = "role-19-3039-03"
title = "Clinical Neuropsychologists"
tier = "Primary-Long"

[[relatedRoles]]
socCode = "29-1229.05"
slug = "role-29-1229-05"
title = "Preventive Medicine Physicians"
tier = "Primary-Long"

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

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

[[aiSignals]]
source = "felten_aioe"
label = "AI occupational exposure"
score = 1.527667
scale = "relative exposure score"
release = "2021-plus-generative-ai-workbooks"

[[aiSignals]]
source = "felten_image_generation_aioe"
label = "Image generation occupational exposure"
score = 1.346768
scale = "relative exposure score"
release = "2021-plus-generative-ai-workbooks"

[[aiSignals]]
source = "felten_language_modeling_aioe"
label = "Language modeling occupational exposure"
score = 1.477603
scale = "relative exposure score"
release = "2021-plus-generative-ai-workbooks"
