entityType = "role"
schemaVersion = "role.v1"
slug = "role-39-9011-00"
socCode = "39-9011.00"
title = "Childcare Workers"
summary = "Attend to children at schools, businesses, private households, and childcare institutions. Perform a variety of tasks, such as dressing, feeding, bathing, and overseeing play."
aliases = ["Child Care Worker", "Childcare Provider", "Infant Teacher", "Toddler Teacher", "Caregiver", "Child Caregiver", "Childcare Worker", "Daycare Teacher", "Daycare Worker", "After School Coordinator", "After School Counselor", "Attendant"]
emergingTasks = []

[preparation]
jobZone = "2"
jobZoneName = "Job Zone 1-2: Very Little to Some Preparation Needed"
education = "Usually requires a high school diploma or GED, though some occupations may not."
experience = "Some occupations may need little or no previous experience; others require several months to a year of experience. For example, landscaping and groundskeeping workers might require very little training or previous experience, while agricultural equipment operators can benefit from on-the job training."
svpRange = "(Below 6.0)"

[[preparation.educationDistribution]]
label = "High School Diploma"
percentage = 38.54

[[preparation.educationDistribution]]
label = "Associate's Degree (or other 2-year degree)"
percentage = 22.71

[[preparation.educationDistribution]]
label = "Less than a High School Diploma"
percentage = 14.28

[[preparation.educationDistribution]]
label = "Some College Courses"
percentage = 10.17

[[preparation.educationDistribution]]
label = "Bachelor's Degree"
percentage = 8.71

[[preparation.educationDistribution]]
label = "Post-Secondary Certificate"
percentage = 5.59

[educationLevel]
category = "High school diploma or equivalent"
slug = "high-school-diploma-or-equivalent"

[market]
medianWage = 32050
meanWage = 33140
pct10Wage = 22900
pct25Wage = 28000
pct75Wage = 36960
pct90Wage = 44560
employment = 520180
areaTitle = "U.S."

[industries]
count = 26

[[industries.top]]
naics = "62"
slug = "62"
title = "Health Care and Social Assistance"
level = "Sector"
employment = 315010
medianWage = 31000
lq = 4.04

[[industries.top]]
naics = "61"
slug = "61"
title = "Educational Services"
level = "Sector"
employment = 118900
medianWage = 35460
lq = 2.58

[[industries.top]]
naics = "81"
slug = "81"
title = "Other Services (except Public Administration)"
level = "Sector"
employment = 32340
medianWage = 31470
lq = 2.17

[[industries.top]]
naics = "71"
slug = "71"
title = "Arts, Entertainment, and Recreation"
level = "Sector"
employment = 29790
medianWage = 27920
lq = 3.34

[[industries.top]]
naics = "713940"
slug = "713940"
title = "Fitness and Recreational Sports Centers"
level = "National industry"
employment = 27830
medianWage = 27600
lq = 13.09

[[industries.top]]
naics = "56"
slug = "56"
title = "Administrative and Support and Waste Management and Remediation Services"
level = "Sector"
employment = 9710
medianWage = 37140
lq = 0.32

[[industries.top]]
naics = "561320"
slug = "561320"
title = "Temporary Help Services"
level = "National industry"
employment = 6540
medianWage = 33610
lq = 0.73

[[industries.top]]
naics = "623220"
slug = "623220"
title = "Residential Mental Health and Substance Abuse Facilities"
level = "National industry"
employment = 1210
medianWage = 39560
lq = 1.39

[[industries.top]]
naics = "72"
slug = "72"
title = "Accommodation and Food Services"
level = "Sector"
employment = 800
medianWage = 35290
lq = 0.02

[[industries.top]]
naics = "55"
slug = "55"
title = "Management of Companies and Enterprises"
level = "Sector"
employment = 790
medianWage = 32640
lq = 0.08

[[industries.top]]
naics = "54"
slug = "54"
title = "Professional, Scientific, and Technical Services"
level = "Sector"
employment = 660
medianWage = 37440
lq = 0.02

[[industries.top]]
naics = "621340"
slug = "621340"
title = "Offices of Physical, Occupational and Speech Therapists, and Audiologists"
level = "National industry"
employment = 370
medianWage = 30120
lq = 0.23

[[industries.concentrated]]
naics = "713940"
slug = "713940"
title = "Fitness and Recreational Sports Centers"
level = "National industry"
employment = 27830
lq = 13.09

[[industries.concentrated]]
naics = "62"
slug = "62"
title = "Health Care and Social Assistance"
level = "Sector"
employment = 315010
lq = 4.04

[[industries.concentrated]]
naics = "71"
slug = "71"
title = "Arts, Entertainment, and Recreation"
level = "Sector"
employment = 29790
lq = 3.34

[[industries.concentrated]]
naics = "61"
slug = "61"
title = "Educational Services"
level = "Sector"
employment = 118900
lq = 2.58

[[industries.concentrated]]
naics = "81"
slug = "81"
title = "Other Services (except Public Administration)"
level = "Sector"
employment = 32340
lq = 2.17

[[industries.concentrated]]
naics = "623220"
slug = "623220"
title = "Residential Mental Health and Substance Abuse Facilities"
level = "National industry"
employment = 1210
lq = 1.39

[[industries.concentrated]]
naics = "561320"
slug = "561320"
title = "Temporary Help Services"
level = "National industry"
employment = 6540
lq = 0.73

[[industries.concentrated]]
naics = "56"
slug = "56"
title = "Administrative and Support and Waste Management and Remediation Services"
level = "Sector"
employment = 9710
lq = 0.32

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

[aiOutlook.index]
value = 38
percentile = 36
band = "Moderate"
version = "ai-exposure-index-v1"
componentCount = 3

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

[[aiOutlook.index.components]]
percentile = 23
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 = 0.084
percentile = 27
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 = 0.11363636363636365
beta = 0.14772727272727273
gamma = 0.18181818181818182

[aiOutlook.bls]
growthPercent = -2.9
growthPercentile = 17
direction = "Declining"
annualOpeningsThousands = 160.2
annualOpeningsPercentile = 97
employment2024Thousands = 991.6
employment2034Thousands = 962.4

[[aiOutlook.exposure]]
source = "felten_aioe"
label = "Overall AI exposure (Felten et al.)"
value = -0.3834794
percentile = 38
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 = 0.18181818181818182
percentile = 23
band = "Low"
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 = 0.1603879086287594
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 = "Create developmentally appropriate lesson plans."
usagePercent = 0.01571429158330218
importance = 4.08

[[aiOutlook.usageTasks]]
task = "Communicate with children's parents or guardians about daily activities, behaviors, and related issues."
usagePercent = 0.008627454202597275
importance = 4.4

[[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 = 3
taskCount = 4
totalSample = 719
autonomyMedian = 3
dominantCollaboration = "directive"
automationShare = 43.81
augmentationShare = 50.07
workUsePercent = 13.94
release = "2026-01-15-v4-plus-2025-03-27-v2"

[[aiPlaybook.collaboration]]
label = "directive"
percent = 43.81

[[aiPlaybook.collaboration]]
label = "task iteration"
percent = 43.53

[[aiPlaybook.collaboration]]
label = "validation"
percent = 3.98

[[aiPlaybook.collaboration]]
label = "learning"
percent = 2.56

[[aiPlaybook.useCase]]
label = "coursework"
percent = 77.1

[[aiPlaybook.useCase]]
label = "work"
percent = 13.94

[[aiPlaybook.useCase]]
label = "personal"
percent = 8.25

[[aiPlaybook.delegatedTasks]]
task = "Help children with homework and school work."
usagePercent = 0.05760720090011251
collaboration = "task iteration"
autonomyMedian = 3
sampleCount = 576

[[aiPlaybook.delegatedTasks]]
task = "Communicate with children's parents or guardians about daily activities, behaviors, and related issues."
usagePercent = 0.009201150143767971
collaboration = "directive"
autonomyMedian = 3
sampleCount = 92

[[aiPlaybook.delegatedTasks]]
task = "Create developmentally appropriate lesson plans."
usagePercent = 0.003500437554694337
collaboration = "directive"
autonomyMedian = 4
sampleCount = 35

[[aiPlaybook.boundaryTasks]]
task = "Help children with homework and school work."
humanNeededPercent = 98.26388888888889
sampleCount = 576

[[aiPlaybook.boundaryTasks]]
task = "Create developmentally appropriate lesson plans."
humanNeededPercent = 97.14285714285714
sampleCount = 35

[[aiPlaybook.boundaryTasks]]
task = "Communicate with children's parents or guardians about daily activities, behaviors, and related issues."
humanNeededPercent = 95.65217391304348
sampleCount = 92

[[aiPlaybook.seedPrompts]]
prompt = "Let's work through this together, step by step: help children with homework and school work. I'll give feedback as we go."
collaboration = "task iteration"

[[aiPlaybook.seedPrompts]]
prompt = "Do this for me: communicate with children's parents or guardians about daily activities, behaviors, and related issues. Give me a finished draft I can review and adjust."
collaboration = "directive"

[[aiPlaybook.seedPrompts]]
prompt = "Do this for me: create developmentally appropriate lesson plans. Give me a finished draft I can review and adjust."
collaboration = "directive"

[counts]
tasks = 24
skills = 35
capabilities = 120
tools = 10
relatedRoles = 20

[source]
dataset = "gold.onet_role_starter_surface"
version = "30.3"
generatedAt = "2026-06-02T21:00:32.945303+00:00"
contentHash = "8e1fbffb95b76b77"

[[tasks]]
text = "Maintain a safe play environment."
type = "Core"
iwa = "4.A.3.a.2.af"

[[tasks]]
text = "Observe and monitor children's play activities."
type = "Core"
iwa = "4.A.1.a.2.f"

[[tasks]]
text = "Communicate with children's parents or guardians about daily activities, behaviors, and related issues."
type = "Core"
iwa = "4.A.4.b.6.g"

[[tasks]]
text = "Support children's emotional and social development, encouraging understanding of others and positive self-concepts."
type = "Core"
iwa = "4.A.4.b.6.j"

[[tasks]]
text = "Care for children in institutional setting, such as group homes, nursery schools, private businesses, or schools for people with disabilities."
type = "Core"
iwa = "4.A.4.a.5.i"

[[tasks]]
text = "Sanitize toys and play equipment."
type = "Core"
iwa = "4.A.3.a.1.c"

[[tasks]]
text = "Dress children and change diapers."
type = "Core"
iwa = "4.A.4.a.5.i"

[[tasks]]
text = "Keep records on individual children, including daily observations and information about activities, meals served, and medications administered."
type = "Core"
iwa = "4.A.3.b.6.h"

[[tasks]]
text = "Identify signs of emotional or developmental problems in children and bring them to parents' or guardians' attention."
type = "Core"
iwa = "4.A.1.a.2.e"

[[tasks]]
text = "Instruct children in health and personal habits, such as eating, resting, and toilet habits."
type = "Core"
iwa = "4.A.4.b.3.f"

[[tasks]]
text = "Organize and store toys and materials to ensure order in activity areas."
type = "Core"
iwa = "4.A.3.a.2.h"

[[tasks]]
text = "Sterilize bottles and prepare formulas."
type = "Supplemental"
iwa = "4.A.3.a.1.c"

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

[[activities]]
name = "Discuss child development and behavior with parents or guardians."
iwa = "4.A.4.b.6.g"

[[activities]]
name = "Prepare foods or meals."
iwa = "4.A.3.a.2.c"

[[activities]]
name = "Develop educational or training programs."
iwa = "4.A.2.b.2.l"

[[activities]]
name = "Develop daily schedules for children or families."
iwa = "4.A.4.a.5.i"

[[activities]]
name = "Perform administrative or clerical tasks."
iwa = "4.A.4.c.1.a"

[[activities]]
name = "Organize recreational activities or events."
iwa = "4.A.4.b.1.e"

[[activities]]
name = "Care for patients with mental illnesses."
iwa = "4.A.4.a.5.l"

[[activities]]
name = "Assign duties or work schedules to employees."
iwa = "4.A.4.b.1.f"

[[activities]]
name = "Train service staff."
iwa = "4.A.4.b.3.d"

[[activities]]
name = "Perform human resources activities."
iwa = "4.A.4.c.2.b"

[[activities]]
name = "Provide counsel, comfort, or encouragement to individuals or families."
iwa = "4.A.4.b.6.j"

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

[[activities]]
name = "Clean tools or equipment."
iwa = "4.A.3.a.1.c"

[[activities]]
name = "Teach daily living skills or behaviors."
iwa = "4.A.4.b.3.a"

[[activities]]
name = "Monitor health or behavior of people or animals."
iwa = "4.A.1.a.2.e"

[[activities]]
name = "Monitor activities of individuals to ensure safety or compliance with rules."
iwa = "4.A.1.a.2.f"

[[activities]]
name = "Maintain client information or service records."
iwa = "4.A.3.b.6.h"

[[activities]]
name = "Teach health or hygiene practices."
iwa = "4.A.4.b.3.f"

[[activities]]
name = "Arrange items for use or display."
iwa = "4.A.3.a.2.h"

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

[[activities]]
name = "Perform housekeeping duties."
iwa = "4.A.3.a.1.c"

[[activities]]
name = "Accompany individuals or groups to activities."
iwa = "4.A.3.a.1.l"

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

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

[[capabilities]]
name = "Customer and Personal Service"
family = "knowledge"
value = 3.73

[[capabilities]]
name = "Problem Sensitivity"
family = "ability"
value = 3.62

[[capabilities]]
name = "English Language"
family = "knowledge"
value = 3.51

[[capabilities]]
name = "Monitoring"
family = "essential_skill"
value = 3.5

[[capabilities]]
name = "Service Orientation"
family = "transferable_skill"
value = 3.38

[[capabilities]]
name = "Education and Training"
family = "knowledge"
value = 3.36

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

[[capabilities]]
name = "Public Safety and Security"
family = "knowledge"
value = 3.18

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

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

[[capabilities]]
name = "Critical Thinking"
family = "essential_skill"
value = 3.12

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

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

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

[[capabilities]]
name = "Far Vision"
family = "ability"
value = 3.12

[[capabilities]]
name = "Speech Recognition"
family = "ability"
value = 3.12

[[capabilities]]
name = "Psychology"
family = "knowledge"
value = 3.04

[[capabilities]]
name = "Reading Comprehension"
family = "essential_skill"
value = 3

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

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

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

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

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

[[capabilities]]
name = "Judgment and Decision Making"
family = "transferable_skill"
value = 3

[[capabilities]]
name = "Written Expression"
family = "ability"
value = 3

[[capabilities]]
name = "Fluency of Ideas"
family = "ability"
value = 3

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

[[capabilities]]
name = "Information Ordering"
family = "ability"
value = 3

[[capabilities]]
name = "Category Flexibility"
family = "ability"
value = 3

[[capabilities]]
name = "Selective Attention"
family = "ability"
value = 3

[[capabilities]]
name = "Time Sharing"
family = "ability"
value = 3

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

[[capabilities]]
name = "Speech Clarity"
family = "ability"
value = 3

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

[[capabilities]]
name = "Time Management"
family = "transferable_skill"
value = 2.88

[[capabilities]]
name = "Originality"
family = "ability"
value = 2.88

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

[[capabilities]]
name = "Administration and Management"
family = "knowledge"
value = 2.87

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

[[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 = "Educational software"
category = "Computer based training software"
hot = false
inDemand = false

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

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

[[tools]]
example = "Scheduling software"
category = "Calendar and scheduling 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

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

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

[[workContext]]
name = "Face-to-Face Discussions with Individuals and Within Teams"
value = 4.55

[[workContext]]
name = "Work With or Contribute to a Work Group or Team"
value = 4.46

[[workContext]]
name = "Physical Proximity"
value = 4.27

[[workContext]]
name = "Indoors, Environmentally Controlled"
value = 4.2

[[workContext]]
name = "Determine Tasks, Priorities and Goals"
value = 4.07

[[workContext]]
name = "Freedom to Make Decisions"
value = 4.03

[[workContext]]
name = "Health and Safety of Other Workers"
value = 3.95

[[workContext]]
name = "Spend Time Standing"
value = 3.67

[[workContext]]
name = "Coordinate or Lead Others in Accomplishing Work Activities"
value = 3.61

[[workContext]]
name = "Time Pressure"
value = 3.49

[[workContext]]
name = "Work Outcomes and Results of Other Workers"
value = 3.48

[[workContext]]
name = "Conflict Situations"
value = 3.42

[[workContext]]
name = "Deal With External Customers or the Public in General"
value = 3.39

[[workContext]]
name = "Telephone Conversations"
value = 3.37

[[workContext]]
name = "Importance of Being Exact or Accurate"
value = 3.34

[[workContext]]
name = "Impact of Decisions on Co-workers or Company Results"
value = 3.33

[[workContext]]
name = "Frequency of Decision Making"
value = 3.32

[[workContext]]
name = "Written Letters and Memos"
value = 3.31

[[workContext]]
name = "Spend Time Bending or Twisting Your Body"
value = 3.26

[[workContext]]
name = "Spend Time Kneeling, Crouching, Stooping, or Crawling"
value = 3.08

[[workContext]]
name = "Spend Time Making Repetitive Motions"
value = 2.96

[[workContext]]
name = "Dealing With Unpleasant, Angry, or Discourteous People"
value = 2.93

[[workContext]]
name = "Spend Time Walking or Running"
value = 2.93

[[workContext]]
name = "E-Mail"
value = 2.92

[[workContext]]
name = "Exposed to Disease or Infections"
value = 2.78

[[workContext]]
name = "Wear Common Protective or Safety Equipment such as Safety Shoes, Glasses, Gloves, Hearing Protection, Hard Hats, or Life Jackets"
value = 2.76

[[workContext]]
name = "Consequence of Error"
value = 2.69

[[workContext]]
name = "Exposed to Minor Burns, Cuts, Bites, or Stings"
value = 2.66

[[workContext]]
name = "Outdoors, Under Cover"
value = 2.64

[[workContext]]
name = "Spend Time Sitting"
value = 2.55

[[workContext]]
name = "Exposed to Sounds, Noise Levels that are Distracting or Uncomfortable"
value = 2.53

[[workContext]]
name = "Outdoors, Exposed to All Weather Conditions"
value = 2.52

[[workContext]]
name = "Level of Competition"
value = 2.46

[[workContext]]
name = "Spend Time Using Your Hands to Handle, Control, or Feel Objects, Tools, or Controls"
value = 2.36

[[workContext]]
name = "Importance of Repeating Same Tasks"
value = 2.33

[[workContext]]
name = "Dealing with Violent or Physically Aggressive People"
value = 2.22

[[workContext]]
name = "Exposed to Contaminants"
value = 2.12

[[workContext]]
name = "Public Speaking"
value = 2.09

[[workContext]]
name = "Exposed to Very Hot or Cold Temperatures"
value = 1.81

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

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

[[personFit]]
name = "Social"
family = "career_interest_type"
value = 6.18

[[personFit]]
name = "Social Service"
family = "specific_interest_area"
value = 6.15

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

[[personFit]]
name = "Teaching/Education"
family = "specific_interest_area"
value = 5.3

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

[[personFit]]
name = "Personal Service"
family = "specific_interest_area"
value = 4.63

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

[[personFit]]
name = "Artistic"
family = "career_interest_type"
value = 3.58

[[personFit]]
name = "Conventional"
family = "career_interest_type"
value = 3.44

[[personFit]]
name = "Realistic"
family = "career_interest_type"
value = 3.08

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

[[personFit]]
name = "Enterprising"
family = "career_interest_type"
value = 2.75

[[personFit]]
name = "Optimism"
family = "work_style"
value = 2.53

[[personFit]]
name = "Social Science"
family = "specific_interest_area"
value = 2.18

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

[[relatedRoles]]
socCode = "39-9011.01"
slug = "role-39-9011-01"
title = "Nannies"
tier = "Primary-Short"

[[relatedRoles]]
socCode = "31-1122.00"
slug = "role-31-1122-00"
title = "Personal Care Aides"
tier = "Primary-Short"

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

[[relatedRoles]]
socCode = "31-1121.00"
slug = "role-31-1121-00"
title = "Home Health Aides"
tier = "Primary-Short"

[[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 = "21-1091.00"
slug = "role-21-1091-00"
title = "Health Education Specialists"
tier = "Primary-Long"

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

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

[[relatedRoles]]
socCode = "25-2051.00"
slug = "role-25-2051-00"
title = "Special Education Teachers, Preschool"
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 = "21-1021.00"
slug = "role-21-1021-00"
title = "Child, Family, and School Social Workers"
tier = "Supplemental"

[[careerClusters]]
cluster = "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 = 0.084
scale = "0-1 probability"
release = "2013-baseline-2016-employment-snapshot"

[[aiSignals]]
source = "felten_aioe"
label = "AI occupational exposure"
score = -0.3834794
scale = "relative exposure score"
release = "2021-plus-generative-ai-workbooks"

[[aiSignals]]
source = "felten_image_generation_aioe"
label = "Image generation occupational exposure"
score = -0.6149341
scale = "relative exposure score"
release = "2021-plus-generative-ai-workbooks"

[[aiSignals]]
source = "felten_language_modeling_aioe"
label = "Language modeling occupational exposure"
score = -0.1674963
scale = "relative exposure score"
release = "2021-plus-generative-ai-workbooks"
