entityType = "role"
schemaVersion = "role.v1"
slug = "role-25-1071-00"
socCode = "25-1071.00"
title = "Health Specialties Teachers, Postsecondary"
summary = "Teach courses in health specialties, in fields such as dentistry, laboratory technology, medicine, pharmacy, public health, therapy, and veterinary medicine."
aliases = ["Assistant Professor", "Associate Professor", "Clinical Professor", "Professor", "Instructor", "Lecturer", "Occupational Therapy Professor", "Pharmacology Professor", "Physical Therapy Professor", "Public Health Professor", "A&P Instructor (Anatomy and Physiology Instructor)", "Activity Therapy Teacher"]
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 = 35.94

[[preparation.educationDistribution]]
label = "Doctoral Degree"
percentage = 24.91

[[preparation.educationDistribution]]
label = "Post-Doctoral Training"
percentage = 19.14

[[preparation.educationDistribution]]
label = "Bachelor's Degree"
percentage = 12.49

[[preparation.educationDistribution]]
label = "Associate's Degree (or other 2-year degree)"
percentage = 4.63

[[preparation.educationDistribution]]
label = "Post-Secondary Certificate"
percentage = 2.9

[educationLevel]
category = "Doctoral or professional degree"
slug = "doctoral-or-professional-degree"

[market]
medianWage = 105620
meanWage = 137900
pct10Wage = 51760
pct25Wage = 74400
pct75Wage = 176090
employment = 229720
areaTitle = "U.S."

[industries]
count = 4

[[industries.top]]
naics = "61"
slug = "61"
title = "Educational Services"
level = "Sector"
employment = 215430
medianWage = 104780
lq = 10.6

[[industries.top]]
naics = "62"
slug = "62"
title = "Health Care and Social Assistance"
level = "Sector"
employment = 12560
medianWage = 179710
lq = 0.36

[[industries.top]]
naics = "54"
slug = "54"
title = "Professional, Scientific, and Technical Services"
level = "Sector"
employment = 1650
lq = 0.1

[[industries.top]]
naics = "81"
slug = "81"
title = "Other Services (except Public Administration)"
level = "Sector"
employment = 40
medianWage = 48310

[[industries.concentrated]]
naics = "61"
slug = "61"
title = "Educational Services"
level = "Sector"
employment = 215430
lq = 10.6

[[industries.concentrated]]
naics = "62"
slug = "62"
title = "Health Care and Social Assistance"
level = "Sector"
employment = 12560
lq = 0.36

[[industries.concentrated]]
naics = "54"
slug = "54"
title = "Professional, Scientific, and Technical Services"
level = "Sector"
employment = 1650
lq = 0.1

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

[aiOutlook.index]
value = 77
percentile = 78
band = "High"
version = "ai-exposure-index-v1"
componentCount = 3

[[aiOutlook.index.components]]
percentile = 71
source = "felten_aioe"

[[aiOutlook.index.components]]
percentile = 68
source = "openai_gpts_are_gpts"

[[aiOutlook.index.components]]
percentile = 91
source = "microsoft_working_with_ai"

[aiOutlook.eloundou]
alpha = 0.125
beta = 0.47500000000000003
gamma = 0.8250000000000001

[aiOutlook.bls]
growthPercent = 17.3
growthPercentile = 98
direction = "Growing fast"
annualOpeningsThousands = 27.4
annualOpeningsPercentile = 83
employment2024Thousands = 289.6
employment2034Thousands = 339.7

[[aiOutlook.exposure]]
source = "felten_aioe"
label = "Overall AI exposure (Felten et al.)"
value = 0.924754
percentile = 71
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 = 0.8250000000000001
percentile = 68
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 = 0.31482174749738323
percentile = 91
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 = "Plan, evaluate, and revise curricula, course content, course materials, and methods of instruction."
usagePercent = 0.1776844734582534
importance = 4.01

[[aiOutlook.usageTasks]]
task = "Evaluate and grade students' class work, assignments, and papers."
usagePercent = 0.17532219433135174
importance = 4.25

[[aiOutlook.usageTasks]]
task = "Keep abreast of developments in the field by reading current literature, talking with colleagues, and participating in professional conferences."
usagePercent = 0.1054808984055643
importance = 4.31

[[aiOutlook.usageTasks]]
task = "Conduct research in a particular field of knowledge and publish findings in professional journals, books, or electronic media."
usagePercent = 0.09551824295732697
importance = 3.57

[[aiOutlook.usageTasks]]
task = "Compile, administer, and grade examinations, or assign this work to others."
usagePercent = 0.07035483486641825
importance = 4.16

[[aiOutlook.usageTasks]]
task = "Initiate, facilitate, and moderate classroom discussions."
usagePercent = 0.06645193891762424
importance = 4.13

[[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 = 19
taskCount = 22
totalSample = 10977
autonomyMedian = 3.5
dominantCollaboration = "task iteration"
automationShare = 30.96
augmentationShare = 66.17
workUsePercent = 32.76
release = "2026-01-15-v4-plus-2025-03-27-v2"

[[aiPlaybook.collaboration]]
label = "task iteration"
percent = 35.02

[[aiPlaybook.collaboration]]
label = "directive"
percent = 29.78

[[aiPlaybook.collaboration]]
label = "learning"
percent = 15.9

[[aiPlaybook.collaboration]]
label = "validation"
percent = 15.25

[[aiPlaybook.collaboration]]
label = "feedback loop"
percent = 1.18

[[aiPlaybook.collaboration]]
label = "none"
percent = 0.84

[[aiPlaybook.useCase]]
label = "coursework"
percent = 48.64

[[aiPlaybook.useCase]]
label = "work"
percent = 32.76

[[aiPlaybook.useCase]]
label = "personal"
percent = 17.81

[[aiPlaybook.delegatedTasks]]
task = "Evaluate and grade students' class work, assignments, and papers."
usagePercent = 0.257032129016127
collaboration = "validation"
autonomyMedian = 3
sampleCount = 2570

[[aiPlaybook.delegatedTasks]]
task = "Advise students on academic and vocational curricula and on career issues."
usagePercent = 0.23662957869733714
collaboration = "task iteration"
autonomyMedian = 4
sampleCount = 2366

[[aiPlaybook.delegatedTasks]]
task = "Conduct research in a particular field of knowledge and publish findings in professional journals, books, or electronic media."
usagePercent = 0.13881735216902114
collaboration = "learning"
autonomyMedian = 4
sampleCount = 1388

[[aiPlaybook.delegatedTasks]]
task = "Provide professional consulting services to government or industry."
usagePercent = 0.12781597699712463
collaboration = "task iteration"
autonomyMedian = 4
sampleCount = 1278

[[aiPlaybook.delegatedTasks]]
task = "Compile, administer, and grade examinations, or assign this work to others."
usagePercent = 0.10571321415176896
collaboration = "directive"
autonomyMedian = 4
sampleCount = 1057

[[aiPlaybook.delegatedTasks]]
task = "Plan, evaluate, and revise curricula, course content, course materials, and methods of instruction."
usagePercent = 0.059007375921990256
collaboration = "task iteration"
autonomyMedian = 4
sampleCount = 590

[[aiPlaybook.delegatedTasks]]
task = "Prepare course materials such as syllabi, homework assignments, and handouts."
usagePercent = 0.03810476309538693
collaboration = "directive"
autonomyMedian = 4
sampleCount = 381

[[aiPlaybook.delegatedTasks]]
task = "Compile bibliographies of specialized materials for outside reading assignments."
usagePercent = 0.029103637954744344
collaboration = "directive"
autonomyMedian = 3
sampleCount = 291

[[aiPlaybook.boundaryTasks]]
task = "Maintain regularly scheduled office hours to advise and assist students."
humanNeededPercent = 100
sampleCount = 99

[[aiPlaybook.boundaryTasks]]
task = "Collaborate with colleagues to address teaching and research issues."
humanNeededPercent = 100
sampleCount = 80

[[aiPlaybook.boundaryTasks]]
task = "Participate in campus and community events."
humanNeededPercent = 100
sampleCount = 53

[[aiPlaybook.boundaryTasks]]
task = "Write grant proposals to procure external research funding."
humanNeededPercent = 100
sampleCount = 47

[[aiPlaybook.boundaryTasks]]
task = "Serve on academic or administrative committees that deal with institutional policies, departmental matters, and academic issues."
humanNeededPercent = 100
sampleCount = 35

[[aiPlaybook.boundaryTasks]]
task = "Compile bibliographies of specialized materials for outside reading assignments."
humanNeededPercent = 98.62542955326461
sampleCount = 291

[[aiPlaybook.seedPrompts]]
prompt = "I'm going to evaluate and grade students' class work, assignments, and papers. Review what I produce and flag anything wrong or missing."
collaboration = "validation"

[[aiPlaybook.seedPrompts]]
prompt = "Let's work through this together, step by step: advise students on academic and vocational curricula and on career issues. I'll give feedback as we go."
collaboration = "task iteration"

[[aiPlaybook.seedPrompts]]
prompt = "Teach me how to conduct research in a particular field of knowledge and publish findings in professional journals, books, or electronic media, then check my work as I try it myself."
collaboration = "learning"

[[aiPlaybook.seedPrompts]]
prompt = "Let's work through this together, step by step: provide professional consulting services to government or industry. I'll give feedback as we go."
collaboration = "task iteration"

[[aiPlaybook.seedPrompts]]
prompt = "Do this for me: compile, administer, and grade examinations, or assign this work to others. Give me a finished draft I can review and adjust."
collaboration = "directive"

[counts]
tasks = 22
skills = 41
capabilities = 120
tools = 34
relatedRoles = 20

[source]
dataset = "gold.onet_role_starter_surface"
version = "30.3"
generatedAt = "2026-06-02T21:00:32.945303+00:00"
contentHash = "075044f05ab45b4b"

[[tasks]]
text = "Prepare course materials, such as syllabi, homework assignments, and handouts."
type = "Core"
iwa = "4.A.3.b.6.l"

[[tasks]]
text = "Keep abreast of developments in the field by reading current literature, talking with colleagues, and participating in professional conferences."
type = "Core"
iwa = "4.A.2.b.3.a"

[[tasks]]
text = "Evaluate and grade students' class work, assignments, and papers."
type = "Core"
iwa = "4.A.2.a.1.c"

[[tasks]]
text = "Supervise laboratory sessions."
type = "Core"
iwa = "4.A.4.b.4.a"

[[tasks]]
text = "Compile, administer, and grade examinations, or assign this work to others."
type = "Core"
iwa = "4.A.2.a.1.c"

[[tasks]]
text = "Prepare and deliver lectures to undergraduate or graduate students on topics such as public health, stress management, and work site health promotion."
type = "Supplemental"
iwa = "4.A.4.b.3.b"

[[tasks]]
text = "Maintain student attendance records, grades, and other required records."
type = "Core"
iwa = "4.A.3.b.6.h"

[[tasks]]
text = "Initiate, facilitate, and moderate classroom discussions."
type = "Core"
iwa = "4.A.4.b.3.b"

[[tasks]]
text = "Perform administrative duties, such as serving as department head."
type = "Supplemental"
iwa = "4.A.4.b.4.j"

[[tasks]]
text = "Plan, evaluate, and revise curricula, course content, course materials, and methods of instruction."
type = "Core"
iwa = "4.A.2.a.1.b"

[[tasks]]
text = "Supervise undergraduate or graduate teaching, internship, and research work."
type = "Core"
iwa = "4.A.4.b.4.a"

[[tasks]]
text = "Participate in student recruitment, registration, and placement activities."
type = "Core"
iwa = "4.A.4.a.6.c"

[[activities]]
name = "Guide class discussions."
iwa = "4.A.4.b.3.b"

[[activities]]
name = "Stay informed about current developments in field of specialization."
iwa = "4.A.2.b.3.a"

[[activities]]
name = "Attend training sessions or professional meetings to develop or maintain professional knowledge."
iwa = "4.A.2.b.3.a"

[[activities]]
name = "Administer tests to assess educational needs or progress."
iwa = "4.A.2.a.1.c"

[[activities]]
name = "Prepare tests."
iwa = "4.A.2.a.1.c"

[[activities]]
name = "Evaluate student work."
iwa = "4.A.2.a.1.c"

[[activities]]
name = "Develop instructional materials."
iwa = "4.A.3.b.6.l"

[[activities]]
name = "Teach physical science or mathematics courses at the college level."
iwa = "4.A.4.b.3.b"

[[activities]]
name = "Evaluate effectiveness of educational programs."
iwa = "4.A.2.a.1.b"

[[activities]]
name = "Develop instructional objectives."
iwa = "4.A.2.b.2.l"

[[activities]]
name = "Supervise student research or internship work."
iwa = "4.A.4.b.4.a"

[[activities]]
name = "Research topics in area of expertise."
iwa = "4.A.2.b.3.a"

[[activities]]
name = "Write articles, books or other original materials in area of expertise."
iwa = "4.A.3.b.6.p"

[[activities]]
name = "Supervise laboratory work."
iwa = "4.A.4.b.4.a"

[[activities]]
name = "Maintain student records."
iwa = "4.A.3.b.6.h"

[[activities]]
name = "Advise students on academic or career matters."
iwa = "4.A.4.b.6.g"

[[activities]]
name = "Promote educational institutions or programs."
iwa = "4.A.4.a.6.c"

[[activities]]
name = "Perform student enrollment or registration activities."
iwa = "4.A.4.c.1.a"

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

[[activities]]
name = "Serve on institutional or departmental committees."
iwa = "4.A.4.b.4.b"

[[activities]]
name = "Select educational materials or equipment."
iwa = "4.A.2.b.1.j"

[[activities]]
name = "Order instructional or library materials or equipment."
iwa = "4.A.4.c.3.e"

[[activities]]
name = "Direct department activities."
iwa = "4.A.4.b.4.j"

[[activities]]
name = "Compile specialized bibliographies or lists of materials."
iwa = "4.A.2.a.2.c"

[[activities]]
name = "Plan community programs or activities for the general public."
iwa = "4.A.2.b.6.a"

[[capabilities]]
name = "Oral Expression"
family = "ability"
value = 4.75

[[capabilities]]
name = "Education and Training"
family = "knowledge"
value = 4.68

[[capabilities]]
name = "English Language"
family = "knowledge"
value = 4.61

[[capabilities]]
name = "Biology"
family = "knowledge"
value = 4.32

[[capabilities]]
name = "Medicine and Dentistry"
family = "knowledge"
value = 4.24

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

[[capabilities]]
name = "Speaking"
family = "essential_skill"
value = 4.12

[[capabilities]]
name = "Instructing"
family = "transferable_skill"
value = 4.12

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

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

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

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

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

[[capabilities]]
name = "Learning Strategies"
family = "essential_skill"
value = 4

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

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

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

[[capabilities]]
name = "Judgment and Decision Making"
family = "transferable_skill"
value = 3.88

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

[[capabilities]]
name = "Psychology"
family = "knowledge"
value = 3.77

[[capabilities]]
name = "Complex Problem Solving"
family = "transferable_skill"
value = 3.75

[[capabilities]]
name = "Time Management"
family = "transferable_skill"
value = 3.75

[[capabilities]]
name = "Inductive Reasoning"
family = "ability"
value = 3.75

[[capabilities]]
name = "Administrative"
family = "knowledge"
value = 3.71

[[capabilities]]
name = "Administration and Management"
family = "knowledge"
value = 3.69

[[capabilities]]
name = "Computers and Electronics"
family = "knowledge"
value = 3.69

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

[[capabilities]]
name = "Near Vision"
family = "ability"
value = 3.5

[[capabilities]]
name = "Public Safety and Security"
family = "knowledge"
value = 3.41

[[capabilities]]
name = "Customer and Personal Service"
family = "knowledge"
value = 3.38

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

[[capabilities]]
name = "Personnel and Human Resources"
family = "knowledge"
value = 3.37

[[capabilities]]
name = "Therapy and Counseling"
family = "knowledge"
value = 3.28

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

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

[[capabilities]]
name = "Problem Sensitivity"
family = "ability"
value = 3.25

[[capabilities]]
name = "Mathematics"
family = "knowledge"
value = 3.21

[[capabilities]]
name = "Communications and Media"
family = "knowledge"
value = 3.18

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

[[skills]]
name = "Google Docs"
type = "Specialized Skill"

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

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

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

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

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

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

[[skills]]
name = "Adobe Presenter"
type = "Specialized Skill"

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

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

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

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

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

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

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

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

[[tools]]
example = "IBM SPSS Statistics"
category = "Analytical or scientific 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 = "SAS"
category = "Analytical or scientific software"
hot = true
inDemand = false

[[tools]]
example = "Learning management system LMS"
category = "Computer based training software"
hot = false
inDemand = true

[[tools]]
example = "Adobe Presenter"
category = "Computer based training software"
hot = false
inDemand = false

[[tools]]
example = "Articulate Rapid E-Learning Studio"
category = "Computer based training software"
hot = false
inDemand = false

[[tools]]
example = "Blackboard Learn"
category = "Computer based training software"
hot = false
inDemand = false

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

[[tools]]
example = "Collaborative editing software"
category = "Word processing software"
hot = false
inDemand = false

[[tools]]
example = "Course management system software"
category = "Computer based training software"
hot = false
inDemand = false

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

[[tools]]
example = "Desire2Learn LMS software"
category = "Computer based training software"
hot = false
inDemand = false

[[tools]]
example = "DOC Cop"
category = "Information retrieval or search software"
hot = false
inDemand = false

[[tools]]
example = "EcoLogic ADAM Indoor Air Quality and Analytical Data Management"
category = "Data base user interface and query software"
hot = false
inDemand = false

[[tools]]
example = "Electronic health record EHR software"
category = "Medical software"
hot = false
inDemand = false

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

[[tools]]
example = "Geographic information system GIS software"
category = "Geographic information system"
hot = false
inDemand = false

[[tools]]
example = "Healthcare common procedure coding system HCPCS"
category = "Medical software"
hot = false
inDemand = false

[[tools]]
example = "Image scanning software"
category = "Optical character reader OCR or scanning software"
hot = false
inDemand = false

[[tools]]
example = "InteractElsevier Netter's 3D Interactive Anatomy"
category = "Medical software"
hot = false
inDemand = false

[[tools]]
example = "iParadigms Turnitin"
category = "Information retrieval or search software"
hot = false
inDemand = false

[[tools]]
example = "Material safety data sheet MSDS software"
category = "Compliance software"
hot = false
inDemand = false

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

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

[[tools]]
example = "Sakai CLE"
category = "Computer based training software"
hot = false
inDemand = false

[[tools]]
example = "TechSmith Snagit"
category = "Graphics or photo imaging software"
hot = false
inDemand = false

[[tools]]
example = "Turning Technologies TurningPoint"
category = "Multi-media educational 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 = 4.92

[[workContext]]
name = "E-Mail"
value = 4.88

[[workContext]]
name = "Freedom to Make Decisions"
value = 4.83

[[workContext]]
name = "Contact With Others"
value = 4.76

[[workContext]]
name = "Indoors, Environmentally Controlled"
value = 4.64

[[workContext]]
name = "Determine Tasks, Priorities and Goals"
value = 4.63

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

[[workContext]]
name = "Telephone Conversations"
value = 4.36

[[workContext]]
name = "Public Speaking"
value = 4.12

[[workContext]]
name = "Impact of Decisions on Co-workers or Company Results"
value = 3.97

[[workContext]]
name = "Coordinate or Lead Others in Accomplishing Work Activities"
value = 3.96

[[workContext]]
name = "Frequency of Decision Making"
value = 3.88

[[workContext]]
name = "Spend Time Sitting"
value = 3.86

[[workContext]]
name = "Importance of Being Exact or Accurate"
value = 3.84

[[workContext]]
name = "Time Pressure"
value = 3.79

[[workContext]]
name = "Written Letters and Memos"
value = 3.67

[[workContext]]
name = "Deal With External Customers or the Public in General"
value = 3.66

[[workContext]]
name = "Work Outcomes and Results of Other Workers"
value = 3.47

[[workContext]]
name = "Health and Safety of Other Workers"
value = 3.35

[[workContext]]
name = "Physical Proximity"
value = 3.14

[[workContext]]
name = "Conflict Situations"
value = 3.1

[[workContext]]
name = "Level of Competition"
value = 3.08

[[workContext]]
name = "Dealing With Unpleasant, Angry, or Discourteous People"
value = 2.95

[[workContext]]
name = "Consequence of Error"
value = 2.89

[[workContext]]
name = "Spend Time Making Repetitive Motions"
value = 2.67

[[workContext]]
name = "Spend Time Standing"
value = 2.64

[[workContext]]
name = "Exposed to Sounds, Noise Levels that are Distracting or Uncomfortable"
value = 2.3

[[workContext]]
name = "Exposed to Disease or Infections"
value = 2.15

[[workContext]]
name = "Importance of Repeating Same Tasks"
value = 2.15

[[workContext]]
name = "Spend Time Using Your Hands to Handle, Control, or Feel Objects, Tools, or Controls"
value = 2.05

[[workContext]]
name = "Wear Common Protective or Safety Equipment such as Safety Shoes, Glasses, Gloves, Hearing Protection, Hard Hats, or Life Jackets"
value = 1.85

[[workContext]]
name = "Spend Time Bending or Twisting Your Body"
value = 1.71

[[workContext]]
name = "Spend Time Walking or Running"
value = 1.59

[[workContext]]
name = "Dealing with Violent or Physically Aggressive People"
value = 1.58

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

[[workContext]]
name = "Exposed to Hazardous Conditions"
value = 1.42

[[workContext]]
name = "Spend Time Kneeling, Crouching, Stooping, or Crawling"
value = 1.35

[[workContext]]
name = "Exposed to Contaminants"
value = 1.34

[[workContext]]
name = "Outdoors, Exposed to All Weather Conditions"
value = 1.31

[[workContext]]
name = "Indoors, Not Environmentally Controlled"
value = 1.27

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

[[personFit]]
name = "Social"
family = "career_interest_type"
value = 7

[[personFit]]
name = "Social Science"
family = "specific_interest_area"
value = 7

[[personFit]]
name = "Attention to Detail"
family = "work_style"
value = 7

[[personFit]]
name = "Teaching/Education"
family = "specific_interest_area"
value = 6.81

[[personFit]]
name = "Health Care Service"
family = "specific_interest_area"
value = 6

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

[[personFit]]
name = "Investigative"
family = "career_interest_type"
value = 5.43

[[personFit]]
name = "Public Speaking"
family = "specific_interest_area"
value = 5.31

[[personFit]]
name = "Medical Science"
family = "specific_interest_area"
value = 5.18

[[personFit]]
name = "Life Science"
family = "specific_interest_area"
value = 5.09

[[personFit]]
name = "Professional Advising"
family = "specific_interest_area"
value = 5

[[personFit]]
name = "Intellectual Curiosity"
family = "work_style"
value = 5

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

[[personFit]]
name = "Social Service"
family = "specific_interest_area"
value = 3.72

[[personFit]]
name = "Conventional"
family = "career_interest_type"
value = 3.52

[[relatedRoles]]
socCode = "25-1072.00"
slug = "role-25-1072-00"
title = "Nursing Instructors and Teachers, Postsecondary"
tier = "Primary-Short"

[[relatedRoles]]
socCode = "25-1193.00"
slug = "role-25-1193-00"
title = "Recreation and Fitness Studies Teachers, Postsecondary"
tier = "Primary-Short"

[[relatedRoles]]
socCode = "25-1042.00"
slug = "role-25-1042-00"
title = "Biological Science Teachers, Postsecondary"
tier = "Primary-Short"

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

[[relatedRoles]]
socCode = "21-1091.00"
slug = "role-21-1091-00"
title = "Health Education Specialists"
tier = "Primary-Short"

[[relatedRoles]]
socCode = "25-1192.00"
slug = "role-25-1192-00"
title = "Family and Consumer Sciences Teachers, Postsecondary"
tier = "Primary-Long"

[[relatedRoles]]
socCode = "25-1066.00"
slug = "role-25-1066-00"
title = "Psychology Teachers, Postsecondary"
tier = "Primary-Long"

[[relatedRoles]]
socCode = "25-1081.00"
slug = "role-25-1081-00"
title = "Education Teachers, Postsecondary"
tier = "Primary-Long"

[[relatedRoles]]
socCode = "25-1194.00"
slug = "role-25-1194-00"
title = "Career/Technical Education Teachers, Postsecondary"
tier = "Primary-Long"

[[relatedRoles]]
socCode = "25-1113.00"
slug = "role-25-1113-00"
title = "Social Work Teachers, Postsecondary"
tier = "Primary-Long"

[[relatedRoles]]
socCode = "11-9111.00"
slug = "role-11-9111-00"
title = "Medical and Health Services Managers"
tier = "Supplemental"

[[relatedRoles]]
socCode = "25-2055.00"
slug = "role-25-2055-00"
title = "Special Education Teachers, Kindergarten"
tier = "Supplemental"

[[careerClusters]]
cluster = "Education"
slug = "education"

[[studyPrograms]]
title = "Agriculture, Agriculture Operations, and Related Sciences"
slug = "agriculture-agriculture-operations-and-related-sciences"

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

[[studyPrograms]]
title = "Education"
slug = "education"

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

[[studyPrograms]]
title = "Medical Residency/Fellowship Programs"
slug = "medical-residency-fellowship-programs"

[[studyPrograms]]
title = "Multi/Interdisciplinary Studies"
slug = "multi-interdisciplinary-studies"

[[studyPrograms]]
title = "Psychology"
slug = "psychology"

[[studyPrograms]]
title = "Public Administration and Social Service Professions"
slug = "public-administration-and-social-service-professions"

[[aiSignals]]
source = "felten_aioe"
label = "AI occupational exposure"
score = 0.924754
scale = "relative exposure score"
release = "2021-plus-generative-ai-workbooks"

[[aiSignals]]
source = "felten_image_generation_aioe"
label = "Image generation occupational exposure"
score = 0.0641654
scale = "relative exposure score"
release = "2021-plus-generative-ai-workbooks"

[[aiSignals]]
source = "felten_language_modeling_aioe"
label = "Language modeling occupational exposure"
score = 1.225631
scale = "relative exposure score"
release = "2021-plus-generative-ai-workbooks"
