entityType = "role"
schemaVersion = "role.v1"
slug = "role-25-3011-00"
socCode = "25-3011.00"
title = "Adult Basic Education, Adult Secondary Education, and English as a Second Language Instructors"
summary = "Teach or instruct out-of-school youths and adults in basic education, literacy, or English as a Second Language classes, or in classes for earning a high school equivalency credential."
aliases = ["Adult Basic Education Instructor (ABE Instructor)", "ESL Instructor (English as a Second Language Instructor)", "GED Instructor (General Educational Development Instructor)", "Teacher", "Adult Basic Education Teacher (ABE Teacher)", "Adult Education Instructor", "Adult Education Teacher", "ESL Teacher (English as a Second Language Teacher)", "ESOL Teacher (English for Speakers of Other Languages Teacher)", "GED Teacher (General Educational Development Teacher)", "Academic Specialist", "Adult Basic Studies 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 = 40.84

[[preparation.educationDistribution]]
label = "Master's Degree"
percentage = 19.76

[[preparation.educationDistribution]]
label = "High School Diploma"
percentage = 11.38

[[preparation.educationDistribution]]
label = "Associate's Degree (or other 2-year degree)"
percentage = 11.38

[[preparation.educationDistribution]]
label = "Post-Baccalaureate Certificate"
percentage = 11.38

[[preparation.educationDistribution]]
label = "Some College Courses"
percentage = 3.28

[[preparation.educationDistribution]]
label = "Post-Master's Certificate"
percentage = 1.99

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

[market]
medianWage = 59950
meanWage = 64660
pct10Wage = 39750
pct25Wage = 47950
pct75Wage = 76580
pct90Wage = 95750
employment = 36260
areaTitle = "U.S."

[industries]
count = 10

[[industries.top]]
naics = "61"
slug = "61"
title = "Educational Services"
level = "Sector"
employment = 29560
medianWage = 60460
lq = 9.21

[[industries.top]]
naics = "62"
slug = "62"
title = "Health Care and Social Assistance"
level = "Sector"
employment = 2730
medianWage = 53370
lq = 0.5

[[industries.top]]
naics = "81"
slug = "81"
title = "Other Services (except Public Administration)"
level = "Sector"
employment = 450
lq = 0.43

[[industries.top]]
naics = "56"
slug = "56"
title = "Administrative and Support and Waste Management and Remediation Services"
level = "Sector"
employment = 360
medianWage = 57240
lq = 0.17

[[industries.top]]
naics = "624120"
slug = "624120"
title = "Services for the Elderly and Persons with Disabilities"
level = "National industry"
employment = 230
medianWage = 36470
lq = 0.41

[[industries.top]]
naics = "51"
slug = "51"
title = "Information"
level = "Sector"
employment = 150
medianWage = 81770
lq = 0.22

[[industries.top]]
naics = "561320"
slug = "561320"
title = "Temporary Help Services"
level = "National industry"
employment = 130
medianWage = 58490
lq = 0.21

[[industries.top]]
naics = "623220"
slug = "623220"
title = "Residential Mental Health and Substance Abuse Facilities"
level = "National industry"
employment = 60
medianWage = 35110

[[industries.top]]
naics = "44-45"
slug = "44-45"
title = "Retail Trade"
level = "Sector"
medianWage = 61420

[[industries.top]]
naics = "55"
slug = "55"
title = "Management of Companies and Enterprises"
level = "Sector"
medianWage = 61270

[[industries.concentrated]]
naics = "61"
slug = "61"
title = "Educational Services"
level = "Sector"
employment = 29560
lq = 9.21

[[industries.concentrated]]
naics = "62"
slug = "62"
title = "Health Care and Social Assistance"
level = "Sector"
employment = 2730
lq = 0.5

[[industries.concentrated]]
naics = "81"
slug = "81"
title = "Other Services (except Public Administration)"
level = "Sector"
employment = 450
lq = 0.43

[[industries.concentrated]]
naics = "624120"
slug = "624120"
title = "Services for the Elderly and Persons with Disabilities"
level = "National industry"
employment = 230
lq = 0.41

[[industries.concentrated]]
naics = "51"
slug = "51"
title = "Information"
level = "Sector"
employment = 150
lq = 0.22

[[industries.concentrated]]
naics = "561320"
slug = "561320"
title = "Temporary Help Services"
level = "National industry"
employment = 130
lq = 0.21

[[industries.concentrated]]
naics = "56"
slug = "56"
title = "Administrative and Support and Waste Management and Remediation Services"
level = "Sector"
employment = 360
lq = 0.17

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

[aiOutlook.index]
value = 68
percentile = 68
band = "High"
version = "ai-exposure-index-v1"
componentCount = 3

[[aiOutlook.index.components]]
percentile = 92
source = "felten_aioe"

[[aiOutlook.index.components]]
percentile = 52
source = "openai_gpts_are_gpts"

[[aiOutlook.index.components]]
percentile = 59
source = "microsoft_working_with_ai"

[aiOutlook.freyHistorical]
source = "frey"
label = "Computerization probability (Frey & Osborne, 2013)"
value = 0.19
percentile = 33
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 = 0.1764705882352941
beta = 0.40441176470588236
gamma = 0.6323529411764706

[aiOutlook.bls]
growthPercent = -13.7
growthPercentile = 3
direction = "Declining"
annualOpeningsThousands = 3.9
annualOpeningsPercentile = 42
employment2024Thousands = 40.9
employment2034Thousands = 35.3

[[aiOutlook.exposure]]
source = "felten_aioe"
label = "Overall AI exposure (Felten et al.)"
value = 1.348951
percentile = 92
band = "High"
note = "How much this job's abilities overlap with what AI systems can do, across many AI capabilities. A relative research score, not a forecast of job loss."

[[aiOutlook.exposure]]
source = "eloundou_gamma"
label = "LLM task exposure, γ (OpenAI / Eloundou)"
value = 0.6323529411764706
percentile = 52
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 = 0.1704823680824817
percentile = 59
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 = "Review instructional content, methods, and student evaluations to assess strengths and weaknesses, and to develop recommendations for course revision, development, or elimination."
usagePercent = 0.0844258018397019
importance = 3.55

[[aiOutlook.usageTasks]]
task = "Observe and evaluate students' work to determine progress and make suggestions for improvement."
usagePercent = 0.07692813330649237
importance = 4.39

[[aiOutlook.usageTasks]]
task = "Conduct classes, workshops, and demonstrations to teach principles, techniques, or methods in subjects, such as basic English language skills, life skills, and workforce entry skills."
usagePercent = 0.03163399874285667
importance = 4.09

[[aiOutlook.usageTasks]]
task = "Use computers, audio-visual aids, and other equipment and materials to supplement presentations."
usagePercent = 0.030709628649721248
importance = 3.65

[[aiOutlook.usageTasks]]
task = "Provide information, guidance, and preparation for the General Equivalency Diploma (GED) examination."
usagePercent = 0.0300933819209643
importance = 3.72

[[aiOutlook.usageTasks]]
task = "Prepare and implement remedial programs for students requiring extra help."
usagePercent = 0.019411771955843867
importance = 3.67

[[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 = 17
taskCount = 21
totalSample = 8177
autonomyMedian = 4
dominantCollaboration = "learning"
automationShare = 26.16
augmentationShare = 70.88
workUsePercent = 21.76
release = "2026-01-15-v4-plus-2025-03-27-v2"

[[aiPlaybook.collaboration]]
label = "learning"
percent = 40.86

[[aiPlaybook.collaboration]]
label = "directive"
percent = 26.16

[[aiPlaybook.collaboration]]
label = "task iteration"
percent = 18.83

[[aiPlaybook.collaboration]]
label = "validation"
percent = 11.19

[[aiPlaybook.collaboration]]
label = "none"
percent = 0.79

[[aiPlaybook.useCase]]
label = "personal"
percent = 44.26

[[aiPlaybook.useCase]]
label = "coursework"
percent = 33.1

[[aiPlaybook.useCase]]
label = "work"
percent = 21.76

[[aiPlaybook.delegatedTasks]]
task = "Conduct classes, workshops, and demonstrations to teach principles, techniques, or methods in subjects, such as basic English language skills, life skills, and workforce entry skills."
usagePercent = 0.3642455306913364
collaboration = "learning"
autonomyMedian = 4
sampleCount = 3642

[[aiPlaybook.delegatedTasks]]
task = "Provide information, guidance, and preparation for the General Equivalency Diploma (GED) examination."
usagePercent = 0.12391548943617953
collaboration = "learning"
autonomyMedian = 4
sampleCount = 1239

[[aiPlaybook.delegatedTasks]]
task = "Review instructional content, methods, and student evaluations to assess strengths and weaknesses, and to develop recommendations for course revision, development, or elimination."
usagePercent = 0.07790973871733967
collaboration = "task iteration"
autonomyMedian = 4
sampleCount = 779

[[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 = "Observe and evaluate students' work to determine progress and make suggestions for improvement."
usagePercent = 0.04860607575946994
collaboration = "validation"
autonomyMedian = 3
sampleCount = 486

[[aiPlaybook.delegatedTasks]]
task = "Write instructional articles on designated subjects."
usagePercent = 0.025803225403175395
collaboration = "directive"
autonomyMedian = 4
sampleCount = 258

[[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.boundaryTasks]]
task = "Write grants to obtain program funding."
humanNeededPercent = 100
sampleCount = 43

[[aiPlaybook.boundaryTasks]]
task = "Prepare students for further education by encouraging them to explore learning opportunities and to persevere with challenging tasks."
humanNeededPercent = 100
sampleCount = 39

[[aiPlaybook.boundaryTasks]]
task = "Provide information, guidance, and preparation for the General Equivalency Diploma (GED) examination."
humanNeededPercent = 99.3543179983858
sampleCount = 1239

[[aiPlaybook.boundaryTasks]]
task = "Advise students on internships, prospective employers, and job placement services."
humanNeededPercent = 99.26470588235294
sampleCount = 136

[[aiPlaybook.boundaryTasks]]
task = "Assign and grade class work and homework."
humanNeededPercent = 98.05825242718447
sampleCount = 103

[[aiPlaybook.boundaryTasks]]
task = "Prepare reports on students and activities as required by administration."
humanNeededPercent = 97.77777777777777
sampleCount = 45

[[aiPlaybook.seedPrompts]]
prompt = "Teach me how to conduct classes, workshops, and demonstrations to teach principles, techniques, or methods in subjects, such as basic English language skills, life skills, and workforce entry skills, then check my work as I try it myself."
collaboration = "learning"

[[aiPlaybook.seedPrompts]]
prompt = "Teach me how to provide information, guidance, and preparation for the General Equivalency Diploma (GED) examination, then check my work as I try it myself."
collaboration = "learning"

[[aiPlaybook.seedPrompts]]
prompt = "Let's work through this together, step by step: review instructional content, methods, and student evaluations to assess strengths and weaknesses, and to develop recommendations for course revision, development, or elimination. I'll give feedback as we go."
collaboration = "task iteration"

[[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 = "I'm going to observe and evaluate students' work to determine progress and make suggestions for improvement. Review what I produce and flag anything wrong or missing."
collaboration = "validation"

[counts]
tasks = 37
skills = 43
capabilities = 120
tools = 21
relatedRoles = 20

[source]
dataset = "gold.onet_role_starter_surface"
version = "30.3"
generatedAt = "2026-06-02T21:00:32.945303+00:00"
contentHash = "7e7127a62c05eb74"

[[tasks]]
text = "Observe and evaluate students' work to determine progress and make suggestions for improvement."
type = "Core"
iwa = "4.A.1.a.2.f"

[[tasks]]
text = "Observe students to determine qualifications, limitations, abilities, interests, and other individual characteristics."
type = "Core"
iwa = "4.A.2.a.1.c"

[[tasks]]
text = "Establish clear objectives for all lessons, units, and projects and communicate those objectives to students."
type = "Core"
iwa = "4.A.2.b.2.l"

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

[[tasks]]
text = "Prepare materials and classrooms for class activities."
type = "Core"
iwa = "4.A.3.a.2.af"

[[tasks]]
text = "Prepare students for further education 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, using various teaching methods, such as lectures, discussions, and demonstrations."
type = "Core"
iwa = "4.A.4.b.3.b"

[[tasks]]
text = "Plan and conduct activities for a balanced program of instruction, demonstration, and work time that provides students with opportunities to observe, question, and investigate."
type = "Core"
iwa = "4.A.2.b.2.l"

[[tasks]]
text = "Assign and grade class work and homework."
type = "Core"
iwa = "4.A.2.a.1.c"

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

[[tasks]]
text = "Conduct classes, workshops, and demonstrations to teach principles, techniques, or methods in subjects, such as basic English language skills, life skills, and workforce entry skills."
type = "Core"
iwa = "4.A.4.b.3.a"

[[tasks]]
text = "Establish and enforce rules for behavior and procedures for maintaining order among the students for whom they are responsible."
type = "Core"
iwa = "4.A.2.b.2.e"

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

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

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

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

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

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

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

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

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

[[activities]]
name = "Teach classes in area of specialization."
iwa = "4.A.4.b.3.b"

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

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

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

[[activities]]
name = "Assign class work to students."
iwa = "4.A.4.b.1.f"

[[activities]]
name = "Assess educational needs of students."
iwa = "4.A.2.a.1.c"

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

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

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

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

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

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

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

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

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

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

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

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

[[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 = "Schedule instructional activities."
iwa = "4.A.2.b.5.b"

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

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

[[activities]]
name = "Collaborate with other agencies and institutions to coordinate educational matters."
iwa = "4.A.4.a.2.f"

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

[[capabilities]]
name = "English Language"
family = "knowledge"
value = 4.42

[[capabilities]]
name = "Instructing"
family = "transferable_skill"
value = 4.25

[[capabilities]]
name = "Oral Expression"
family = "ability"
value = 4.25

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

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

[[capabilities]]
name = "Education and Training"
family = "knowledge"
value = 3.91

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

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

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

[[capabilities]]
name = "Active Listening"
family = "essential_skill"
value = 3.75

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

[[capabilities]]
name = "Learning Strategies"
family = "essential_skill"
value = 3.75

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

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

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

[[capabilities]]
name = "Near Vision"
family = "ability"
value = 3.62

[[capabilities]]
name = "Customer and Personal Service"
family = "knowledge"
value = 3.51

[[capabilities]]
name = "Critical Thinking"
family = "essential_skill"
value = 3.5

[[capabilities]]
name = "Active Learning"
family = "essential_skill"
value = 3.5

[[capabilities]]
name = "Social Perceptiveness"
family = "transferable_skill"
value = 3.5

[[capabilities]]
name = "Problem Sensitivity"
family = "ability"
value = 3.5

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

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

[[capabilities]]
name = "Judgment and Decision Making"
family = "transferable_skill"
value = 3.38

[[capabilities]]
name = "Time Management"
family = "transferable_skill"
value = 3.25

[[capabilities]]
name = "Fluency of Ideas"
family = "ability"
value = 3.25

[[capabilities]]
name = "Originality"
family = "ability"
value = 3.25

[[capabilities]]
name = "Inductive Reasoning"
family = "ability"
value = 3.25

[[capabilities]]
name = "Administrative"
family = "knowledge"
value = 3.17

[[capabilities]]
name = "Complex Problem Solving"
family = "transferable_skill"
value = 3.12

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

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

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

[[capabilities]]
name = "Flexibility of Closure"
family = "ability"
value = 3

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

[[capabilities]]
name = "Administration and Management"
family = "knowledge"
value = 2.91

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

[[capabilities]]
name = "Systems Analysis"
family = "transferable_skill"
value = 2.88

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

[[capabilities]]
name = "Mathematical Reasoning"
family = "ability"
value = 2.88

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

[[skills]]
name = "Kahoot!"
type = "Specialized Skill"

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

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

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

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

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

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

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

[[tools]]
example = "Microsoft Excel"
category = "Spreadsheet software"
hot = true
inDemand = true

[[tools]]
example = "Microsoft Office software"
category = "Office suite software"
hot = true
inDemand = true

[[tools]]
example = "Adobe Photoshop"
category = "Graphics or photo imaging software"
hot = true
inDemand = false

[[tools]]
example = "Facebook"
category = "Web page creation and editing software"
hot = true
inDemand = false

[[tools]]
example = "Google Workspace 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 = "SAP software"
category = "Enterprise resource planning ERP software"
hot = true
inDemand = false

[[tools]]
example = "Zoom"
category = "Video conferencing software"
hot = true
inDemand = false

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

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

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

[[tools]]
example = "Edpuzzle"
category = "Multi-media educational software"
hot = false
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 = "Kahoot!"
category = "Multi-media educational software"
hot = false
inDemand = false

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

[[tools]]
example = "Microsoft Publisher"
category = "Desktop publishing software"
hot = false
inDemand = false

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

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

[[workContext]]
name = "E-Mail"
value = 4.58

[[workContext]]
name = "Face-to-Face Discussions with Individuals and Within Teams"
value = 4.41

[[workContext]]
name = "Determine Tasks, Priorities and Goals"
value = 4.37

[[workContext]]
name = "Coordinate or Lead Others in Accomplishing Work Activities"
value = 4.33

[[workContext]]
name = "Contact With Others"
value = 4.27

[[workContext]]
name = "Freedom to Make Decisions"
value = 4.24

[[workContext]]
name = "Physical Proximity"
value = 4.18

[[workContext]]
name = "Indoors, Environmentally Controlled"
value = 3.96

[[workContext]]
name = "Importance of Being Exact or Accurate"
value = 3.88

[[workContext]]
name = "Work With or Contribute to a Work Group or Team"
value = 3.75

[[workContext]]
name = "Frequency of Decision Making"
value = 3.66

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

[[workContext]]
name = "Public Speaking"
value = 3.59

[[workContext]]
name = "Telephone Conversations"
value = 3.47

[[workContext]]
name = "Spend Time Standing"
value = 3.27

[[workContext]]
name = "Deal With External Customers or the Public in General"
value = 3.22

[[workContext]]
name = "Time Pressure"
value = 3.21

[[workContext]]
name = "Work Outcomes and Results of Other Workers"
value = 3.2

[[workContext]]
name = "Spend Time Sitting"
value = 3.07

[[workContext]]
name = "Written Letters and Memos"
value = 2.92

[[workContext]]
name = "Health and Safety of Other Workers"
value = 2.83

[[workContext]]
name = "Level of Competition"
value = 2.82

[[workContext]]
name = "Importance of Repeating Same Tasks"
value = 2.7

[[workContext]]
name = "Conflict Situations"
value = 2.6

[[workContext]]
name = "Spend Time Making Repetitive Motions"
value = 2.36

[[workContext]]
name = "Spend Time Using Your Hands to Handle, Control, or Feel Objects, Tools, or Controls"
value = 2.34

[[workContext]]
name = "Dealing With Unpleasant, Angry, or Discourteous People"
value = 2.29

[[workContext]]
name = "Exposed to Sounds, Noise Levels that are Distracting or Uncomfortable"
value = 2.24

[[workContext]]
name = "Spend Time Walking or Running"
value = 2.03

[[workContext]]
name = "Consequence of Error"
value = 1.97

[[workContext]]
name = "Exposed to Contaminants"
value = 1.95

[[workContext]]
name = "Exposed to Disease or Infections"
value = 1.76

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

[[workContext]]
name = "Dealing with Violent or Physically Aggressive People"
value = 1.6

[[workContext]]
name = "Indoors, Not Environmentally Controlled"
value = 1.6

[[workContext]]
name = "Degree of Automation"
value = 1.54

[[workContext]]
name = "Exposed to Very Hot or Cold Temperatures"
value = 1.36

[[workContext]]
name = "Exposed to Extremely Bright or Inadequate Lighting Conditions"
value = 1.32

[[workContext]]
name = "Exposed to Cramped Work Space, Awkward Positions"
value = 1.32

[[workContext]]
name = "Exposed to Minor Burns, Cuts, Bites, or Stings"
value = 1.3

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

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

[[personFit]]
name = "Teaching/Education"
family = "specific_interest_area"
value = 6.91

[[personFit]]
name = "Social Service"
family = "specific_interest_area"
value = 6.1

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

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

[[personFit]]
name = "Public Speaking"
family = "specific_interest_area"
value = 4.97

[[personFit]]
name = "Professional Advising"
family = "specific_interest_area"
value = 4.81

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

[[personFit]]
name = "Artistic"
family = "career_interest_type"
value = 3.91

[[personFit]]
name = "Humanities"
family = "specific_interest_area"
value = 3.54

[[personFit]]
name = "Conventional"
family = "career_interest_type"
value = 3.38

[[personFit]]
name = "Investigative"
family = "career_interest_type"
value = 3.14

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

[[personFit]]
name = "Enterprising"
family = "career_interest_type"
value = 2.85

[[personFit]]
name = "Social Science"
family = "specific_interest_area"
value = 2.8

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

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

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

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

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

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

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

[[relatedRoles]]
socCode = "25-9031.00"
slug = "role-25-9031-00"
title = "Instructional Coordinators"
tier = "Supplemental"

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

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

[[aiSignals]]
source = "frey_osborne"
label = "Computerization probability"
score = 0.19
scale = "0-1 probability"
release = "2013-baseline-2016-employment-snapshot"

[[aiSignals]]
source = "felten_aioe"
label = "AI occupational exposure"
score = 1.348951
scale = "relative exposure score"
release = "2021-plus-generative-ai-workbooks"

[[aiSignals]]
source = "felten_image_generation_aioe"
label = "Image generation occupational exposure"
score = 0.8028032
scale = "relative exposure score"
release = "2021-plus-generative-ai-workbooks"

[[aiSignals]]
source = "felten_language_modeling_aioe"
label = "Language modeling occupational exposure"
score = 1.440082
scale = "relative exposure score"
release = "2021-plus-generative-ai-workbooks"
