entityType = "role"
schemaVersion = "role.v1"
slug = "role-25-2012-00"
socCode = "25-2012.00"
title = "Kindergarten Teachers, Except Special Education"
summary = "Teach academic and social skills to kindergarten students."
aliases = ["Bilingual Kindergarten Teacher", "Classroom Teacher", "Kinder Teacher", "Teacher", "Educator", "Instructor", "Kindergarten Classroom Teacher", "Title One Kindergarten Teacher", "Transitional Kindergarten Teacher", "Art Teacher", "Bilingual Education Teacher", "Early Childhood Teacher"]
emergingTasks = []

[preparation]
jobZone = "4"
jobZoneName = "Job Zone Four: Considerable Preparation Needed"
education = "Most of these occupations require a four-year bachelor's degree, but some do not."
experience = "A considerable amount of work-related skill, knowledge, or experience is needed for these occupations. For example, an accountant must complete four years of college and work for several years in accounting to be considered qualified."
svpRange = "(7.0 to < 8.0)"

[[preparation.educationDistribution]]
label = "Bachelor's Degree"
percentage = 75.66

[[preparation.educationDistribution]]
label = "Master's Degree"
percentage = 13.8

[[preparation.educationDistribution]]
label = "Post-Baccalaureate Certificate"
percentage = 10.54

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

[market]
medianWage = 61430
meanWage = 67020
pct10Wage = 45750
pct25Wage = 50290
pct75Wage = 77720
pct90Wage = 99360
employment = 114410
areaTitle = "U.S."

[industries]
count = 3

[[industries.top]]
naics = "61"
slug = "61"
title = "Educational Services"
level = "Sector"
employment = 112580
medianWage = 61600
lq = 11.12

[[industries.top]]
naics = "62"
slug = "62"
title = "Health Care and Social Assistance"
level = "Sector"
employment = 1140
medianWage = 39880
lq = 0.07

[[industries.top]]
naics = "81"
slug = "81"
title = "Other Services (except Public Administration)"
level = "Sector"
employment = 290
medianWage = 42270
lq = 0.09

[[industries.concentrated]]
naics = "61"
slug = "61"
title = "Educational Services"
level = "Sector"
employment = 112580
lq = 11.12

[[industries.concentrated]]
naics = "81"
slug = "81"
title = "Other Services (except Public Administration)"
level = "Sector"
employment = 290
lq = 0.09

[[industries.concentrated]]
naics = "62"
slug = "62"
title = "Health Care and Social Assistance"
level = "Sector"
employment = 1140
lq = 0.07

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

[aiOutlook.index]
value = 54
percentile = 53
band = "Moderate"
version = "ai-exposure-index-v1"
componentCount = 3

[[aiOutlook.index.components]]
percentile = 57
source = "felten_aioe"

[[aiOutlook.index.components]]
percentile = 38
source = "openai_gpts_are_gpts"

[[aiOutlook.index.components]]
percentile = 67
source = "microsoft_working_with_ai"

[aiOutlook.freyHistorical]
source = "frey"
label = "Computerization probability (Frey & Osborne, 2013)"
value = 0.15
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 = 0.0547945205479452
beta = 0.2328767123287671
gamma = 0.410958904109589

[aiOutlook.bls]
growthPercent = -1.6
growthPercentile = 20
direction = "Declining"
annualOpeningsThousands = 12.8
annualOpeningsPercentile = 68
employment2024Thousands = 117.2
employment2034Thousands = 115.2

[[aiOutlook.exposure]]
source = "felten_aioe"
label = "Overall AI exposure (Felten et al.)"
value = 0.3644047
percentile = 57
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 = 0.410958904109589
percentile = 38
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 = 0.1987051961706306
percentile = 67
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 = "Use computers, audio-visual aids, and other equipment and materials to supplement presentations."
usagePercent = 0.030709628649721248
importance = 4.24

[[aiOutlook.usageTasks]]
task = "Prepare and implement remedial programs for students requiring extra help."
usagePercent = 0.019411771955843867
importance = 4.45

[[aiOutlook.usageTasks]]
task = "Prepare objectives and outlines for courses of study, following curriculum guidelines or requirements of states and schools."
usagePercent = 0.00883286977884959
importance = 4.15

[[aiOutlook.usageTasks]]
task = "Organize and lead activities designed to promote physical, mental, and social development, such as games, arts and crafts, music, and storytelling."
usagePercent = 0.007086837380704904
importance = 4.28

[[aiOutlook.usageTasks]]
task = "Plan and conduct activities for a balanced program of instruction, demonstration, and work time that provides students with opportunities to observe, question, and investigate."
usagePercent = 0.006265175075695639
importance = 4.31

[[aiOutlook.usageTasks]]
task = "Confer with parents or guardians, other teachers, counselors, and administrators to resolve students' behavioral and academic problems."
usagePercent = 0.003286649220037057
importance = 4.29

[[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 = 10
taskCount = 15
totalSample = 1390
autonomyMedian = 4
dominantCollaboration = "directive"
automationShare = 33.49
augmentationShare = 54.46
workUsePercent = 26.88
release = "2026-01-15-v4-plus-2025-03-27-v2"

[[aiPlaybook.collaboration]]
label = "directive"
percent = 33.49

[[aiPlaybook.collaboration]]
label = "learning"
percent = 32.94

[[aiPlaybook.collaboration]]
label = "task iteration"
percent = 19.58

[[aiPlaybook.collaboration]]
label = "validation"
percent = 1.94

[[aiPlaybook.useCase]]
label = "coursework"
percent = 44.37

[[aiPlaybook.useCase]]
label = "work"
percent = 26.88

[[aiPlaybook.useCase]]
label = "personal"
percent = 22.38

[[aiPlaybook.delegatedTasks]]
task = "Use computers, audio-visual aids, and other equipment and materials to supplement presentations."
usagePercent = 0.05650706338292287
collaboration = "learning"
autonomyMedian = 3
sampleCount = 565

[[aiPlaybook.delegatedTasks]]
task = "Plan and conduct activities for a balanced program of instruction, demonstration, and work time that provides students with opportunities to observe, question, and investigate."
usagePercent = 0.019902487810976373
collaboration = "directive"
autonomyMedian = 4
sampleCount = 199

[[aiPlaybook.delegatedTasks]]
task = "Prepare objectives and outlines for courses of study, following curriculum guidelines or requirements of states and schools."
usagePercent = 0.01800225028128516
collaboration = "directive"
autonomyMedian = 4
sampleCount = 180

[[aiPlaybook.delegatedTasks]]
task = "Guide and counsel students with adjustment or academic problems or special academic interests."
usagePercent = 0.009901237654706838
collaboration = "task iteration"
autonomyMedian = 4
sampleCount = 99

[[aiPlaybook.delegatedTasks]]
task = "Organize and lead activities designed to promote physical, mental, and social development, such as games, arts and crafts, music, and storytelling."
usagePercent = 0.008101012626578323
collaboration = "directive"
autonomyMedian = 4
sampleCount = 81

[[aiPlaybook.delegatedTasks]]
task = "Meet with parents and guardians to discuss their children's progress and to determine their priorities for their children and their resource needs."
usagePercent = 0.0037004625578197278
collaboration = "task iteration"
autonomyMedian = 3
sampleCount = 37

[[aiPlaybook.delegatedTasks]]
task = "Prepare, administer, and grade tests and assignments to evaluate children's progress."
usagePercent = 0.0034004250531316418
collaboration = "directive"
autonomyMedian = 3.5
sampleCount = 34

[[aiPlaybook.delegatedTasks]]
task = "Teach basic skills, such as color, shape, number and letter recognition, personal hygiene, and social skills."
usagePercent = 0.003200400050006251
autonomyMedian = 4
sampleCount = 32

[[aiPlaybook.boundaryTasks]]
task = "Meet with parents and guardians to discuss their children's progress and to determine their priorities for their children and their resource needs."
humanNeededPercent = 100
sampleCount = 37

[[aiPlaybook.boundaryTasks]]
task = "Confer with other staff members to plan and schedule lessons promoting learning, following approved curricula."
humanNeededPercent = 100
sampleCount = 30

[[aiPlaybook.boundaryTasks]]
task = "Prepare objectives and outlines for courses of study, following curriculum guidelines or requirements of states and schools."
humanNeededPercent = 97.22222222222221
sampleCount = 180

[[aiPlaybook.boundaryTasks]]
task = "Use computers, audio-visual aids, and other equipment and materials to supplement presentations."
humanNeededPercent = 96.99115044247787
sampleCount = 565

[[aiPlaybook.boundaryTasks]]
task = "Guide and counsel students with adjustment or academic problems or special academic interests."
humanNeededPercent = 96.96969696969697
sampleCount = 99

[[aiPlaybook.boundaryTasks]]
task = "Organize and lead activities designed to promote physical, mental, and social development, such as games, arts and crafts, music, and storytelling."
humanNeededPercent = 93.82716049382715
sampleCount = 81

[[aiPlaybook.seedPrompts]]
prompt = "Teach me how to use computers, audio-visual aids, and other equipment and materials to supplement presentations, then check my work as I try it myself."
collaboration = "learning"

[[aiPlaybook.seedPrompts]]
prompt = "Do this for me: plan and conduct activities for a balanced program of instruction, demonstration, and work time that provides students with opportunities to observe, question, and investigate. Give me a finished draft I can review and adjust."
collaboration = "directive"

[[aiPlaybook.seedPrompts]]
prompt = "Do this for me: prepare objectives and outlines for courses of study, following curriculum guidelines or requirements of states and schools. Give me a finished draft I can review and adjust."
collaboration = "directive"

[[aiPlaybook.seedPrompts]]
prompt = "Let's work through this together, step by step: guide and counsel students with adjustment or academic problems or special academic interests. I'll give feedback as we go."
collaboration = "task iteration"

[[aiPlaybook.seedPrompts]]
prompt = "Do this for me: organize and lead activities designed to promote physical, mental, and social development, such as games, arts and crafts, music, and storytelling. Give me a finished draft I can review and adjust."
collaboration = "directive"

[counts]
tasks = 37
skills = 36
capabilities = 120
tools = 9
relatedRoles = 20

[source]
dataset = "gold.onet_role_starter_surface"
version = "30.3"
generatedAt = "2026-06-02T21:00:32.945303+00:00"
contentHash = "03c85e814b4e82b6"

[[tasks]]
text = "Establish and enforce rules for behavior and policies and procedures to maintain order among students."
type = "Core"
iwa = "4.A.2.b.2.e"

[[tasks]]
text = "Prepare children for later grades by encouraging them to explore learning opportunities and to persevere with challenging tasks."
type = "Core"
iwa = "4.A.4.b.2.a"

[[tasks]]
text = "Instruct students individually and in groups, adapting teaching methods to meet students' varying needs and interests."
type = "Core"
iwa = "4.A.3.b.6.l"

[[tasks]]
text = "Teach basic skills, such as color, shape, number and letter recognition, personal hygiene, and social skills."
type = "Core"
iwa = "4.A.4.b.3.a"

[[tasks]]
text = "Demonstrate activities to children."
type = "Core"
iwa = "4.A.4.b.3.b"

[[tasks]]
text = "Read books to entire classes or to small groups."
type = "Core"
iwa = "4.A.4.b.3.b"

[[tasks]]
text = "Guide and counsel students with adjustment or academic problems or special academic interests."
type = "Core"
iwa = "4.A.4.b.6.g"

[[tasks]]
text = "Observe and evaluate children's performance, behavior, social development, and physical health."
type = "Core"
iwa = "4.A.1.a.2.f"

[[tasks]]
text = "Provide a variety of materials and resources for children to explore, manipulate, and use, both in learning activities and in imaginative play."
type = "Core"
iwa = "4.A.3.a.2.af"

[[tasks]]
text = "Prepare and implement remedial programs for students requiring extra help."
type = "Core"
iwa = "4.A.2.b.2.l"

[[tasks]]
text = "Identify children showing signs of emotional, developmental, or health-related problems and discuss them with supervisors, parents or guardians, and child development specialists."
type = "Core"
iwa = "4.A.1.a.2.f"

[[tasks]]
text = "Maintain accurate and complete student records and prepare reports on children and activities as required by laws, district policies, and administrative regulations."
type = "Core"
iwa = "4.A.3.b.6.h"

[[activities]]
name = "Teach life skills."
iwa = "4.A.4.b.3.a"

[[activities]]
name = "Establish rules or policies governing student behavior."
iwa = "4.A.2.b.2.e"

[[activities]]
name = "Monitor student performance."
iwa = "4.A.1.a.2.f"

[[activities]]
name = "Monitor student behavior, social development, or health."
iwa = "4.A.1.a.2.f"

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

[[activities]]
name = "Modify teaching methods or materials to accommodate student needs."
iwa = "4.A.3.b.6.l"

[[activities]]
name = "Read to students."
iwa = "4.A.4.b.3.b"

[[activities]]
name = "Apply multiple teaching methods."
iwa = "4.A.4.b.3.b"

[[activities]]
name = "Set up classroom materials or equipment."
iwa = "4.A.3.a.2.af"

[[activities]]
name = "Plan educational activities."
iwa = "4.A.2.b.2.l"

[[activities]]
name = "Discuss problems or issues with supervisors."
iwa = "4.A.4.a.2.c"

[[activities]]
name = "Discuss student progress with parents or guardians."
iwa = "4.A.4.b.6.g"

[[activities]]
name = "Encourage students."
iwa = "4.A.4.b.2.a"

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

[[activities]]
name = "Develop strategies or programs for students with special needs."
iwa = "4.A.2.b.2.l"

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

[[activities]]
name = "Teach others to use technology or equipment."
iwa = "4.A.4.b.3.e"

[[activities]]
name = "Provide for basic needs of children."
iwa = "4.A.4.a.5.i"

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

[[activities]]
name = "Prepare reports detailing student activities or performance."
iwa = "4.A.3.b.6.o"

[[activities]]
name = "Arrange childcare or educational settings to ensure physical safety of children."
iwa = "4.A.3.a.2.af"

[[activities]]
name = "Collaborate with other teaching professionals to develop educational programs."
iwa = "4.A.4.a.2.f"

[[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 = "Display student work."
iwa = "4.A.3.a.2.af"

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

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

[[activities]]
name = "Document lesson plans."
iwa = "4.A.3.b.6.l"

[[activities]]
name = "Create technology-based learning materials."
iwa = "4.A.3.b.6.l"

[[activities]]
name = "Plan experiential learning activities."
iwa = "4.A.2.b.2.l"

[[activities]]
name = "Manage outreach activities."
iwa = "4.A.4.b.1.e"

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

[[activities]]
name = "Supervise school or student activities."
iwa = "4.A.1.a.2.f"

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

[[activities]]
name = "Maintain inventories of materials, equipment, or products."
iwa = "4.A.4.c.3.a"

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

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

[[activities]]
name = "Assist students with special educational needs."
iwa = "4.A.4.a.5.i"

[[capabilities]]
name = "Education and Training"
family = "knowledge"
value = 4.69

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

[[capabilities]]
name = "Social Perceptiveness"
family = "transferable_skill"
value = 4.12

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

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

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

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

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

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

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

[[capabilities]]
name = "Psychology"
family = "knowledge"
value = 3.95

[[capabilities]]
name = "Reading Comprehension"
family = "essential_skill"
value = 3.88

[[capabilities]]
name = "Coordination"
family = "transferable_skill"
value = 3.88

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

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

[[capabilities]]
name = "Problem Sensitivity"
family = "ability"
value = 3.88

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

[[capabilities]]
name = "Mathematics"
family = "knowledge"
value = 3.86

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

[[capabilities]]
name = "Fluency of Ideas"
family = "ability"
value = 3.75

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

[[capabilities]]
name = "Speech Recognition"
family = "ability"
value = 3.62

[[capabilities]]
name = "Customer and Personal Service"
family = "knowledge"
value = 3.53

[[capabilities]]
name = "Judgment and Decision Making"
family = "transferable_skill"
value = 3.5

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

[[capabilities]]
name = "Originality"
family = "ability"
value = 3.38

[[capabilities]]
name = "Deductive Reasoning"
family = "ability"
value = 3.38

[[capabilities]]
name = "Inductive Reasoning"
family = "ability"
value = 3.38

[[capabilities]]
name = "Sociology and Anthropology"
family = "knowledge"
value = 3.33

[[capabilities]]
name = "Public Safety and Security"
family = "knowledge"
value = 3.31

[[capabilities]]
name = "Administrative"
family = "knowledge"
value = 3.28

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

[[capabilities]]
name = "Critical Thinking"
family = "essential_skill"
value = 3.25

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

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

[[capabilities]]
name = "Information Ordering"
family = "ability"
value = 3.25

[[capabilities]]
name = "Selective Attention"
family = "ability"
value = 3.25

[[capabilities]]
name = "Near Vision"
family = "ability"
value = 3.25

[[capabilities]]
name = "Therapy and Counseling"
family = "knowledge"
value = 3.23

[[capabilities]]
name = "Computers and Electronics"
family = "knowledge"
value = 3.22

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

[[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 = "Bloomz"
category = "Desktop communications software"
hot = false
inDemand = false

[[tools]]
example = "Children's educational software"
category = "Computer based training software"
hot = false
inDemand = false

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

[[tools]]
example = "Seesaw"
category = "Multi-media educational software"
hot = false
inDemand = false

[[workContext]]
name = "E-Mail"
value = 4.85

[[workContext]]
name = "Contact With Others"
value = 4.64

[[workContext]]
name = "Face-to-Face Discussions with Individuals and Within Teams"
value = 4.58

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

[[workContext]]
name = "Physical Proximity"
value = 4.42

[[workContext]]
name = "Deal With External Customers or the Public in General"
value = 4.34

[[workContext]]
name = "Indoors, Environmentally Controlled"
value = 4.22

[[workContext]]
name = "Frequency of Decision Making"
value = 4.14

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

[[workContext]]
name = "Written Letters and Memos"
value = 4.11

[[workContext]]
name = "Coordinate or Lead Others in Accomplishing Work Activities"
value = 4.1

[[workContext]]
name = "Spend Time Standing"
value = 4.07

[[workContext]]
name = "Impact of Decisions on Co-workers or Company Results"
value = 3.9

[[workContext]]
name = "Telephone Conversations"
value = 3.85

[[workContext]]
name = "Determine Tasks, Priorities and Goals"
value = 3.83

[[workContext]]
name = "Public Speaking"
value = 3.82

[[workContext]]
name = "Time Pressure"
value = 3.74

[[workContext]]
name = "Exposed to Disease or Infections"
value = 3.7

[[workContext]]
name = "Importance of Being Exact or Accurate"
value = 3.39

[[workContext]]
name = "Spend Time Walking or Running"
value = 3.35

[[workContext]]
name = "Conflict Situations"
value = 3.3

[[workContext]]
name = "Exposed to Sounds, Noise Levels that are Distracting or Uncomfortable"
value = 3.16

[[workContext]]
name = "Health and Safety of Other Workers"
value = 2.95

[[workContext]]
name = "Dealing With Unpleasant, Angry, or Discourteous People"
value = 2.87

[[workContext]]
name = "Work Outcomes and Results of Other Workers"
value = 2.84

[[workContext]]
name = "Level of Competition"
value = 2.73

[[workContext]]
name = "Spend Time Making Repetitive Motions"
value = 2.7

[[workContext]]
name = "Spend Time Kneeling, Crouching, Stooping, or Crawling"
value = 2.67

[[workContext]]
name = "Spend Time Using Your Hands to Handle, Control, or Feel Objects, Tools, or Controls"
value = 2.67

[[workContext]]
name = "Spend Time Bending or Twisting Your Body"
value = 2.6

[[workContext]]
name = "Outdoors, Exposed to All Weather Conditions"
value = 2.49

[[workContext]]
name = "Exposed to Contaminants"
value = 2.46

[[workContext]]
name = "Importance of Repeating Same Tasks"
value = 2.45

[[workContext]]
name = "Consequence of Error"
value = 2.15

[[workContext]]
name = "Spend Time Sitting"
value = 2.12

[[workContext]]
name = "Outdoors, Under Cover"
value = 2.02

[[workContext]]
name = "Indoors, Not Environmentally Controlled"
value = 1.98

[[workContext]]
name = "Dealing with Violent or Physically Aggressive People"
value = 1.81

[[workContext]]
name = "Exposed to Extremely Bright or Inadequate Lighting Conditions"
value = 1.74

[[workContext]]
name = "Degree of Automation"
value = 1.68

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

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

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

[[personFit]]
name = "Teaching/Education"
family = "specific_interest_area"
value = 7

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

[[personFit]]
name = "Social Service"
family = "specific_interest_area"
value = 6.05

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

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

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

[[personFit]]
name = "Artistic"
family = "career_interest_type"
value = 3.99

[[personFit]]
name = "Conventional"
family = "career_interest_type"
value = 3.8

[[personFit]]
name = "Professional Advising"
family = "specific_interest_area"
value = 3.79

[[personFit]]
name = "Public Speaking"
family = "specific_interest_area"
value = 3.57

[[personFit]]
name = "Investigative"
family = "career_interest_type"
value = 3.11

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

[[personFit]]
name = "Optimism"
family = "work_style"
value = 2.77

[[relatedRoles]]
socCode = "25-2021.00"
slug = "role-25-2021-00"
title = "Elementary School Teachers, Except Special Education"
tier = "Primary-Short"

[[relatedRoles]]
socCode = "25-2011.00"
slug = "role-25-2011-00"
title = "Preschool Teachers, Except Special Education"
tier = "Primary-Short"

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

[[relatedRoles]]
socCode = "25-2022.00"
slug = "role-25-2022-00"
title = "Middle School Teachers, Except Special and Career/Technical Education"
tier = "Primary-Short"

[[relatedRoles]]
socCode = "25-2056.00"
slug = "role-25-2056-00"
title = "Special Education Teachers, Elementary School"
tier = "Primary-Short"

[[relatedRoles]]
socCode = "25-2031.00"
slug = "role-25-2031-00"
title = "Secondary School Teachers, Except Special and Career/Technical Education"
tier = "Primary-Long"

[[relatedRoles]]
socCode = "25-2058.00"
slug = "role-25-2058-00"
title = "Special Education Teachers, Secondary School"
tier = "Primary-Long"

[[relatedRoles]]
socCode = "25-2057.00"
slug = "role-25-2057-00"
title = "Special Education Teachers, Middle School"
tier = "Primary-Long"

[[relatedRoles]]
socCode = "25-3011.00"
slug = "role-25-3011-00"
title = "Adult Basic Education, Adult Secondary Education, and English as a Second Language Instructors"
tier = "Primary-Long"

[[relatedRoles]]
socCode = "25-9042.00"
slug = "role-25-9042-00"
title = "Teaching Assistants, Preschool, Elementary, Middle, and Secondary School, Except Special Education"
tier = "Primary-Long"

[[relatedRoles]]
socCode = "25-2051.00"
slug = "role-25-2051-00"
title = "Special Education Teachers, Preschool"
tier = "Supplemental"

[[relatedRoles]]
socCode = "25-3041.00"
slug = "role-25-3041-00"
title = "Tutors"
tier = "Supplemental"

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

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

[[aiSignals]]
source = "frey_osborne"
label = "Computerization probability"
score = 0.15
scale = "0-1 probability"
release = "2013-baseline-2016-employment-snapshot"

[[aiSignals]]
source = "felten_aioe"
label = "AI occupational exposure"
score = 0.3644047
scale = "relative exposure score"
release = "2021-plus-generative-ai-workbooks"

[[aiSignals]]
source = "felten_image_generation_aioe"
label = "Image generation occupational exposure"
score = -0.3340585
scale = "relative exposure score"
release = "2021-plus-generative-ai-workbooks"

[[aiSignals]]
source = "felten_language_modeling_aioe"
label = "Language modeling occupational exposure"
score = 0.6531022
scale = "relative exposure score"
release = "2021-plus-generative-ai-workbooks"
