entityType = "role"
schemaVersion = "role.v1"
slug = "role-25-2011-00"
socCode = "25-2011.00"
title = "Preschool Teachers, Except Special Education"
summary = "Instruct preschool-aged students, following curricula or lesson plans, in activities designed to promote social, physical, and intellectual growth."
aliases = ["Montessori Preschool Teacher", "Pre-Kindergarten Teacher (Pre-K Teacher)", "Teacher", "Toddler Teacher", "Child Development Teacher", "Early Childhood Teacher", "Group Teacher", "Infant Teacher", "Nursery Teacher", "After School Teacher", "Child Care Assistant Teacher", "Childcare Teacher"]
emergingTasks = []

[preparation]
jobZone = "3"
jobZoneName = "Job Zone Three: Medium Preparation Needed"
education = "Most occupations in this zone require training in vocational schools, related on-the-job experience, or an associate's degree."
experience = "Previous work-related skill, knowledge, or experience is required for these occupations. For example, an electrician must have completed three or four years of apprenticeship or several years of vocational training, and often must have passed a licensing exam, in order to perform the job."
svpRange = "(6.0 to < 7.0)"

[[preparation.educationDistribution]]
label = "High School Diploma"
percentage = 28.75

[[preparation.educationDistribution]]
label = "Bachelor's Degree"
percentage = 17.23

[[preparation.educationDistribution]]
label = "Some College Courses"
percentage = 12.17

[[preparation.educationDistribution]]
label = "Master's Degree"
percentage = 12.04

[[preparation.educationDistribution]]
label = "Associate's Degree (or other 2-year degree)"
percentage = 11.55

[[preparation.educationDistribution]]
label = "Post-Secondary Certificate"
percentage = 10.34

[[preparation.educationDistribution]]
label = "Post-Baccalaureate Certificate"
percentage = 7.91

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

[market]
medianWage = 37120
meanWage = 41450
pct10Wage = 28300
pct25Wage = 31250
pct75Wage = 46550
pct90Wage = 60070
employment = 445080
areaTitle = "U.S."

[industries]
count = 14

[[industries.top]]
naics = "62"
slug = "62"
title = "Health Care and Social Assistance"
level = "Sector"
employment = 332580
medianWage = 36180
lq = 4.99

[[industries.top]]
naics = "61"
slug = "61"
title = "Educational Services"
level = "Sector"
employment = 84390
medianWage = 50710
lq = 2.14

[[industries.top]]
naics = "81"
slug = "81"
title = "Other Services (except Public Administration)"
level = "Sector"
employment = 17310
medianWage = 42340
lq = 1.35

[[industries.top]]
naics = "71"
slug = "71"
title = "Arts, Entertainment, and Recreation"
level = "Sector"
employment = 2370
medianWage = 35710
lq = 0.31

[[industries.top]]
naics = "713940"
slug = "713940"
title = "Fitness and Recreational Sports Centers"
level = "National industry"
employment = 1720
medianWage = 33670
lq = 0.95

[[industries.top]]
naics = "624120"
slug = "624120"
title = "Services for the Elderly and Persons with Disabilities"
level = "National industry"
employment = 990
medianWage = 41470
lq = 0.14

[[industries.top]]
naics = "55"
slug = "55"
title = "Management of Companies and Enterprises"
level = "Sector"
employment = 600
medianWage = 40300
lq = 0.07

[[industries.top]]
naics = "621340"
slug = "621340"
title = "Offices of Physical, Occupational and Speech Therapists, and Audiologists"
level = "National industry"
employment = 220
medianWage = 42070
lq = 0.16

[[industries.top]]
naics = "621420"
slug = "621420"
title = "Outpatient Mental Health and Substance Abuse Centers"
level = "National industry"
employment = 190
medianWage = 39890
lq = 0.21

[[industries.top]]
naics = "623220"
slug = "623220"
title = "Residential Mental Health and Substance Abuse Facilities"
level = "National industry"
employment = 90
medianWage = 45740

[[industries.top]]
naics = "54"
slug = "54"
title = "Professional, Scientific, and Technical Services"
level = "Sector"
employment = 60
medianWage = 39130

[[industries.top]]
naics = "623210"
slug = "623210"
title = "Residential Intellectual and Developmental Disability Facilities"
level = "National industry"
employment = 60
medianWage = 38120

[[industries.concentrated]]
naics = "62"
slug = "62"
title = "Health Care and Social Assistance"
level = "Sector"
employment = 332580
lq = 4.99

[[industries.concentrated]]
naics = "61"
slug = "61"
title = "Educational Services"
level = "Sector"
employment = 84390
lq = 2.14

[[industries.concentrated]]
naics = "81"
slug = "81"
title = "Other Services (except Public Administration)"
level = "Sector"
employment = 17310
lq = 1.35

[[industries.concentrated]]
naics = "713940"
slug = "713940"
title = "Fitness and Recreational Sports Centers"
level = "National industry"
employment = 1720
lq = 0.95

[[industries.concentrated]]
naics = "71"
slug = "71"
title = "Arts, Entertainment, and Recreation"
level = "Sector"
employment = 2370
lq = 0.31

[[industries.concentrated]]
naics = "621420"
slug = "621420"
title = "Outpatient Mental Health and Substance Abuse Centers"
level = "National industry"
employment = 190
lq = 0.21

[[industries.concentrated]]
naics = "621340"
slug = "621340"
title = "Offices of Physical, Occupational and Speech Therapists, and Audiologists"
level = "National industry"
employment = 220
lq = 0.16

[[industries.concentrated]]
naics = "624120"
slug = "624120"
title = "Services for the Elderly and Persons with Disabilities"
level = "National industry"
employment = 990
lq = 0.14

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

[aiOutlook.index]
value = 47
percentile = 46
band = "Moderate"
version = "ai-exposure-index-v1"
componentCount = 3

[[aiOutlook.index.components]]
percentile = 48
source = "felten_aioe"

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

[[aiOutlook.index.components]]
percentile = 54
source = "microsoft_working_with_ai"

[aiOutlook.freyHistorical]
source = "frey"
label = "Computerization probability (Frey & Osborne, 2013)"
value = 0.0074
percentile = 5
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 = 0.06060606060606061
beta = 0.2272727272727273
gamma = 0.3939393939393939

[aiOutlook.bls]
growthPercent = 4.1
growthPercentile = 65
direction = "About average"
annualOpeningsThousands = 65.5
annualOpeningsPercentile = 91
employment2024Thousands = 555.1
employment2034Thousands = 578.1

[[aiOutlook.exposure]]
source = "felten_aioe"
label = "Overall AI exposure (Felten et al.)"
value = 0.0306372
percentile = 48
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 = 0.3939393939393939
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 = 0.1588004303609343
percentile = 54
band = "Moderate"
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 = "Adapt teaching methods and instructional materials to meet students' varying needs and interests."
usagePercent = 0.12941181303895913
importance = 4.57

[[aiOutlook.usageTasks]]
task = "Prepare and implement remedial programs for students requiring extra help."
usagePercent = 0.019411771955843867
importance = 4.08

[[aiOutlook.usageTasks]]
task = "Prepare materials and classrooms for class activities."
usagePercent = 0.013660135820779018
importance = 4.41

[[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 = 4.23

[[aiOutlook.usageTasks]]
task = "Prepare reports on students and activities as required by administration."
usagePercent = 0.005854343923191008
importance = 3.94

[[aiOutlook.usageTasks]]
task = "Collaborate with other teachers and administrators in the development, evaluation, and revision of preschool programs."
usagePercent = 0.005546220558812534
importance = 3.9

[[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 = 8
taskCount = 13
totalSample = 918
autonomyMedian = 4
dominantCollaboration = "directive"
automationShare = 41.84
augmentationShare = 45.64
workUsePercent = 57.79
release = "2026-01-15-v4-plus-2025-03-27-v2"

[[aiPlaybook.collaboration]]
label = "directive"
percent = 41.84

[[aiPlaybook.collaboration]]
label = "task iteration"
percent = 39.75

[[aiPlaybook.collaboration]]
label = "learning"
percent = 5.89

[[aiPlaybook.useCase]]
label = "work"
percent = 57.79

[[aiPlaybook.useCase]]
label = "coursework"
percent = 25.77

[[aiPlaybook.useCase]]
label = "personal"
percent = 10.67

[[aiPlaybook.delegatedTasks]]
task = "Prepare materials and classrooms for class activities."
usagePercent = 0.02210276284535567
collaboration = "directive"
autonomyMedian = 4
sampleCount = 221

[[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 = "Adapt teaching methods and instructional materials to meet students' varying needs and interests."
usagePercent = 0.014701837729716213
collaboration = "task iteration"
autonomyMedian = 4
sampleCount = 147

[[aiPlaybook.delegatedTasks]]
task = "Collaborate with other teachers and administrators in the development, evaluation, and revision of preschool programs."
usagePercent = 0.009201150143767971
collaboration = "task iteration"
autonomyMedian = 4
sampleCount = 92

[[aiPlaybook.delegatedTasks]]
task = "Organize and lead activities designed to promote physical, mental, and social development, such as games, arts and crafts, music, storytelling, and field trips."
usagePercent = 0.004900612576572072
collaboration = "directive"
autonomyMedian = 4
sampleCount = 49

[[aiPlaybook.delegatedTasks]]
task = "Prepare reports on students and activities as required by administration."
usagePercent = 0.00450056257032129
collaboration = "directive"
autonomyMedian = 3
sampleCount = 45

[[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.delegatedTasks]]
task = "Confer with other staff members to plan and schedule lessons promoting learning, following approved curricula."
usagePercent = 0.0030003750468808603
collaboration = "task iteration"
autonomyMedian = 4
sampleCount = 30

[[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 reports on students and activities as required by administration."
humanNeededPercent = 97.77777777777777
sampleCount = 45

[[aiPlaybook.boundaryTasks]]
task = "Organize and lead activities designed to promote physical, mental, and social development, such as games, arts and crafts, music, storytelling, and field trips."
humanNeededPercent = 93.87755102040816
sampleCount = 49

[[aiPlaybook.boundaryTasks]]
task = "Prepare materials and classrooms for class activities."
humanNeededPercent = 93.21266968325791
sampleCount = 221

[[aiPlaybook.boundaryTasks]]
task = "Collaborate with other teachers and administrators in the development, evaluation, and revision of preschool programs."
humanNeededPercent = 92.3913043478261
sampleCount = 92

[[aiPlaybook.boundaryTasks]]
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."
humanNeededPercent = 91.4572864321608
sampleCount = 199

[[aiPlaybook.seedPrompts]]
prompt = "Do this for me: prepare materials and classrooms for class activities. Give me a finished draft I can review and adjust."
collaboration = "directive"

[[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 = "Let's work through this together, step by step: adapt teaching methods and instructional materials to meet students' varying needs and interests. I'll give feedback as we go."
collaboration = "task iteration"

[[aiPlaybook.seedPrompts]]
prompt = "Let's work through this together, step by step: collaborate with other teachers and administrators in the development, evaluation, and revision of preschool programs. 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, storytelling, and field trips. Give me a finished draft I can review and adjust."
collaboration = "directive"

[counts]
tasks = 34
skills = 37
capabilities = 120
tools = 20
relatedRoles = 20

[source]
dataset = "gold.onet_role_starter_surface"
version = "30.3"
generatedAt = "2026-06-02T21:00:32.945303+00:00"
contentHash = "93d17240f0d765a3"

[[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 = "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 = "Establish and enforce rules for behavior and procedures for maintaining order."
type = "Core"
iwa = "4.A.2.b.2.e"

[[tasks]]
text = "Adapt teaching methods and instructional materials to meet students' varying needs and interests."
type = "Core"
iwa = "4.A.3.b.6.l"

[[tasks]]
text = "Serve meals and snacks in accordance with nutritional guidelines."
type = "Core"
iwa = "4.A.4.a.5.i"

[[tasks]]
text = "Attend to children's basic needs by feeding them, dressing them, and changing their diapers."
type = "Core"
iwa = "4.A.4.a.5.i"

[[tasks]]
text = "Meet with parents and guardians to discuss their children's progress and needs, determine their priorities for their children, and suggest ways that they can promote learning and development."
type = "Core"
iwa = "4.A.4.b.6.g"

[[tasks]]
text = "Organize and lead activities designed to promote physical, mental, and social development, such as games, arts and crafts, music, storytelling, and field trips."
type = "Core"
iwa = "4.A.2.b.2.l"

[[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 = "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 = "Assimilate arriving children to the school environment by greeting them, helping them remove outerwear, and selecting activities of interest to them."
type = "Core"
iwa = "4.A.4.a.5.i"

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

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

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

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

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

[[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 = "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 = "Enforce rules or policies governing student behavior."
iwa = "4.A.1.a.2.f"

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

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

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

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

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

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

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

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

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

[[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"

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

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

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

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

[[capabilities]]
name = "Instructing"
family = "transferable_skill"
value = 4

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

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

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

[[capabilities]]
name = "Education and Training"
family = "knowledge"
value = 3.99

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

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

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

[[capabilities]]
name = "English Language"
family = "knowledge"
value = 3.79

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

[[capabilities]]
name = "Critical Thinking"
family = "essential_skill"
value = 3.75

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

[[capabilities]]
name = "Social Perceptiveness"
family = "transferable_skill"
value = 3.75

[[capabilities]]
name = "Coordination"
family = "transferable_skill"
value = 3.75

[[capabilities]]
name = "Originality"
family = "ability"
value = 3.75

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

[[capabilities]]
name = "Written Comprehension"
family = "ability"
value = 3.62

[[capabilities]]
name = "Fluency of Ideas"
family = "ability"
value = 3.62

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

[[capabilities]]
name = "Deductive Reasoning"
family = "ability"
value = 3.5

[[capabilities]]
name = "Public Safety and Security"
family = "knowledge"
value = 3.29

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

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

[[capabilities]]
name = "Customer and Personal Service"
family = "knowledge"
value = 3.2

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

[[capabilities]]
name = "Judgment and Decision Making"
family = "transferable_skill"
value = 3.12

[[capabilities]]
name = "Written Expression"
family = "ability"
value = 3.12

[[capabilities]]
name = "Psychology"
family = "knowledge"
value = 3.08

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

[[capabilities]]
name = "Persuasion"
family = "transferable_skill"
value = 3

[[capabilities]]
name = "Complex Problem Solving"
family = "transferable_skill"
value = 3

[[capabilities]]
name = "Time Management"
family = "transferable_skill"
value = 3

[[capabilities]]
name = "Inductive Reasoning"
family = "ability"
value = 3

[[capabilities]]
name = "Far Vision"
family = "ability"
value = 3

[[capabilities]]
name = "Negotiation"
family = "transferable_skill"
value = 2.88

[[capabilities]]
name = "Management of Personnel Resources"
family = "transferable_skill"
value = 2.88

[[capabilities]]
name = "Category Flexibility"
family = "ability"
value = 2.88

[[capabilities]]
name = "Flexibility of Closure"
family = "ability"
value = 2.88

[[capabilities]]
name = "Selective Attention"
family = "ability"
value = 2.88

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

[[skills]]
name = "Project Management Software"
type = "Specialized Skill"

[[skills]]
name = "Installation"
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 Word"
category = "Word processing software"
hot = true
inDemand = false

[[tools]]
example = "Appletree"
category = "Computer based training software"
hot = false
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 = "ClassDojo"
category = "Desktop communications software"
hot = false
inDemand = false

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

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

[[tools]]
example = "Edmodo"
category = "Desktop communications software"
hot = false
inDemand = false

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

[[tools]]
example = "Flipgrid"
category = "Video creation and editing software"
hot = false
inDemand = false

[[tools]]
example = "Google Classroom"
category = "Project management software"
hot = false
inDemand = false

[[tools]]
example = "Google Meet"
category = "Video conferencing software"
hot = false
inDemand = false

[[tools]]
example = "Intrado SchoolMessenger"
category = "Mobile messaging service software"
hot = false
inDemand = false

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

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

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

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

[[tools]]
example = "Tadpoles"
category = "Desktop communications software"
hot = false
inDemand = false

[[workContext]]
name = "Contact With Others"
value = 4.8

[[workContext]]
name = "Work With or Contribute to a Work Group or Team"
value = 4.37

[[workContext]]
name = "Indoors, Environmentally Controlled"
value = 4.34

[[workContext]]
name = "Face-to-Face Discussions with Individuals and Within Teams"
value = 4.29

[[workContext]]
name = "Physical Proximity"
value = 4.05

[[workContext]]
name = "Coordinate or Lead Others in Accomplishing Work Activities"
value = 3.82

[[workContext]]
name = "Spend Time Standing"
value = 3.63

[[workContext]]
name = "Impact of Decisions on Co-workers or Company Results"
value = 3.63

[[workContext]]
name = "Determine Tasks, Priorities and Goals"
value = 3.6

[[workContext]]
name = "Freedom to Make Decisions"
value = 3.55

[[workContext]]
name = "Frequency of Decision Making"
value = 3.54

[[workContext]]
name = "Exposed to Sounds, Noise Levels that are Distracting or Uncomfortable"
value = 3.47

[[workContext]]
name = "Conflict Situations"
value = 3.43

[[workContext]]
name = "Written Letters and Memos"
value = 3.37

[[workContext]]
name = "Importance of Being Exact or Accurate"
value = 3.35

[[workContext]]
name = "Deal With External Customers or the Public in General"
value = 3.25

[[workContext]]
name = "Dealing With Unpleasant, Angry, or Discourteous People"
value = 3.17

[[workContext]]
name = "Outdoors, Exposed to All Weather Conditions"
value = 3.11

[[workContext]]
name = "Spend Time Walking or Running"
value = 3.11

[[workContext]]
name = "Spend Time Kneeling, Crouching, Stooping, or Crawling"
value = 3.09

[[workContext]]
name = "Consequence of Error"
value = 3.08

[[workContext]]
name = "Exposed to Disease or Infections"
value = 3.07

[[workContext]]
name = "Time Pressure"
value = 3.07

[[workContext]]
name = "Health and Safety of Other Workers"
value = 3.04

[[workContext]]
name = "Spend Time Using Your Hands to Handle, Control, or Feel Objects, Tools, or Controls"
value = 2.98

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

[[workContext]]
name = "Telephone Conversations"
value = 2.74

[[workContext]]
name = "Work Outcomes and Results of Other Workers"
value = 2.72

[[workContext]]
name = "Public Speaking"
value = 2.53

[[workContext]]
name = "Spend Time Making Repetitive Motions"
value = 2.53

[[workContext]]
name = "Level of Competition"
value = 2.49

[[workContext]]
name = "E-Mail"
value = 2.27

[[workContext]]
name = "Spend Time Keeping or Regaining Balance"
value = 2.12

[[workContext]]
name = "Spend Time Sitting"
value = 2.06

[[workContext]]
name = "Exposed to Minor Burns, Cuts, Bites, or Stings"
value = 2.02

[[workContext]]
name = "Importance of Repeating Same Tasks"
value = 2.01

[[workContext]]
name = "Dealing with Violent or Physically Aggressive People"
value = 1.98

[[workContext]]
name = "Exposed to Very Hot or Cold Temperatures"
value = 1.97

[[workContext]]
name = "Outdoors, Under Cover"
value = 1.82

[[workContext]]
name = "Exposed to Extremely Bright or Inadequate Lighting Conditions"
value = 1.62

[[personFit]]
name = "Dependability"
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 = "Integrity"
family = "work_style"
value = 7

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

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

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

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

[[personFit]]
name = "Artistic"
family = "career_interest_type"
value = 3.98

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

[[personFit]]
name = "Conventional"
family = "career_interest_type"
value = 3.61

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

[[personFit]]
name = "Public Speaking"
family = "specific_interest_area"
value = 2.99

[[personFit]]
name = "Realistic"
family = "career_interest_type"
value = 2.94

[[personFit]]
name = "Professional Advising"
family = "specific_interest_area"
value = 2.81

[[personFit]]
name = "Investigative"
family = "career_interest_type"
value = 2.76

[[relatedRoles]]
socCode = "25-2012.00"
slug = "role-25-2012-00"
title = "Kindergarten 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 = "25-2021.00"
slug = "role-25-2021-00"
title = "Elementary School Teachers, Except Special Education"
tier = "Primary-Short"

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

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

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

[[relatedRoles]]
socCode = "39-9011.00"
slug = "role-39-9011-00"
title = "Childcare Workers"
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 = "25-2022.00"
slug = "role-25-2022-00"
title = "Middle School Teachers, Except Special and Career/Technical Education"
tier = "Primary-Long"

[[relatedRoles]]
socCode = "25-9043.00"
slug = "role-25-9043-00"
title = "Teaching Assistants, Special Education"
tier = "Primary-Long"

[[relatedRoles]]
socCode = "11-9031.00"
slug = "role-11-9031-00"
title = "Education and Childcare Administrators, Preschool and Daycare"
tier = "Supplemental"

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

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

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

[[studyPrograms]]
title = "Family and Consumer Sciences/Human Sciences"
slug = "family-and-consumer-sciences-human-sciences"

[[aiSignals]]
source = "frey_osborne"
label = "Computerization probability"
score = 0.0074
scale = "0-1 probability"
release = "2013-baseline-2016-employment-snapshot"

[[aiSignals]]
source = "felten_aioe"
label = "AI occupational exposure"
score = 0.0306372
scale = "relative exposure score"
release = "2021-plus-generative-ai-workbooks"

[[aiSignals]]
source = "felten_image_generation_aioe"
label = "Image generation occupational exposure"
score = -0.4272635
scale = "relative exposure score"
release = "2021-plus-generative-ai-workbooks"

[[aiSignals]]
source = "felten_language_modeling_aioe"
label = "Language modeling occupational exposure"
score = 0.3222551
scale = "relative exposure score"
release = "2021-plus-generative-ai-workbooks"
