entityType = "role"
schemaVersion = "role.v1"
slug = "role-25-2023-00"
socCode = "25-2023.00"
title = "Career/Technical Education Teachers, Middle School"
summary = "Teach occupational, vocational, career, or technical subjects to students at the middle, intermediate, or junior high school level."
aliases = ["Family and Consumer Sciences Teacher (FACS Teacher)", "Teacher", "Technology Education Teacher (Tech Ed Teacher)", "Technology Teacher", "Business Education Teacher", "Business Teacher", "Career and Technology Education Teacher (CTE Teacher)", "Computer Teacher", "Industrial Arts Teacher", "Industrial Technology Teacher", "Agriscience Technology Instructor (Agriculture Science Technology Instructor)", "Automotive Education 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 = 64.92

[[preparation.educationDistribution]]
label = "Master's Degree"
percentage = 18.82

[[preparation.educationDistribution]]
label = "Post-Baccalaureate Certificate"
percentage = 15.7

[[preparation.educationDistribution]]
label = "Post-Secondary Certificate"
percentage = 0.56

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

[market]
medianWage = 63620
meanWage = 68690
pct10Wage = 47090
pct25Wage = 55920
pct75Wage = 78270
pct90Wage = 98430
employment = 14200
areaTitle = "U.S."

[industries]
count = 1

[[industries.top]]
naics = "61"
slug = "61"
title = "Educational Services"
level = "Sector"
employment = 14190
medianWage = 63630
lq = 11.3

[[industries.concentrated]]
naics = "61"
slug = "61"
title = "Educational Services"
level = "Sector"
employment = 14190
lq = 11.3

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

[aiOutlook.index]
value = 55
percentile = 54
band = "Moderate"
version = "ai-exposure-index-v1"
componentCount = 3

[[aiOutlook.index.components]]
percentile = 61
source = "felten_aioe"

[[aiOutlook.index.components]]
percentile = 41
source = "openai_gpts_are_gpts"

[[aiOutlook.index.components]]
percentile = 62
source = "microsoft_working_with_ai"

[aiOutlook.freyHistorical]
source = "frey"
label = "Computerization probability (Frey & Osborne, 2013)"
value = 0.26
percentile = 38
band = "Moderate"
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 = 0.1935483870967742
beta = 0.3225806451612903
gamma = 0.45161290322580644

[aiOutlook.bls]
growthPercent = -2
growthPercentile = 19
direction = "Declining"
annualOpeningsThousands = 0.9
annualOpeningsPercentile = 14
employment2024Thousands = 14
employment2034Thousands = 13.8

[[aiOutlook.exposure]]
source = "felten_aioe"
label = "Overall AI exposure (Felten et al.)"
value = 0.5199191
percentile = 61
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 = 0.45161290322580644
percentile = 41
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 = 0.17995597849569608
percentile = 62
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 = 4.45

[[aiOutlook.usageTasks]]
task = "Prepare, administer, and grade tests and assignments to evaluate students' progress."
usagePercent = 0.04169936197922016
importance = 4.24

[[aiOutlook.usageTasks]]
task = "Use computers, audio-visual aids, and other equipment and materials to supplement presentations."
usagePercent = 0.030709628649721248
importance = 4.12

[[aiOutlook.usageTasks]]
task = "Prepare and implement remedial programs for students requiring extra help."
usagePercent = 0.019411771955843867
importance = 3.88

[[aiOutlook.usageTasks]]
task = "Observe and evaluate students' performance, behavior, social development, and physical health."
usagePercent = 0.01766573955769918
importance = 4.09

[[aiOutlook.usageTasks]]
task = "Instruct students individually and in groups, using various teaching methods, such as lectures, discussions, and demonstrations."
usagePercent = 0.016433246100185286
importance = 4.53

[[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 = 13
taskCount = 17
totalSample = 2486
autonomyMedian = 4
dominantCollaboration = "directive"
automationShare = 47.28
augmentationShare = 47.53
workUsePercent = 33.96
release = "2026-01-15-v4-plus-2025-03-27-v2"

[[aiPlaybook.collaboration]]
label = "directive"
percent = 46.49

[[aiPlaybook.collaboration]]
label = "task iteration"
percent = 23.5

[[aiPlaybook.collaboration]]
label = "learning"
percent = 19.05

[[aiPlaybook.collaboration]]
label = "validation"
percent = 4.98

[[aiPlaybook.collaboration]]
label = "feedback loop"
percent = 0.79

[[aiPlaybook.useCase]]
label = "coursework"
percent = 51.22

[[aiPlaybook.useCase]]
label = "work"
percent = 33.96

[[aiPlaybook.useCase]]
label = "personal"
percent = 12.08

[[aiPlaybook.delegatedTasks]]
task = "Prepare, administer, and grade tests and assignments to evaluate students' progress."
usagePercent = 0.07720965120640079
collaboration = "directive"
autonomyMedian = 3
sampleCount = 772

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

[[aiPlaybook.delegatedTasks]]
task = "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 = "Assign and grade class work and homework."
usagePercent = 0.01030128766095762
collaboration = "directive"
autonomyMedian = 3
sampleCount = 103

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

[[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 = "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.boundaryTasks]]
task = "Sponsor extracurricular activities such as clubs, student organizations, and academic contests."
humanNeededPercent = 97.61904761904762
sampleCount = 42

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

[[aiPlaybook.boundaryTasks]]
task = "Meet with parents and guardians to discuss their children's progress and to determine priorities for their children and their resource needs."
humanNeededPercent = 97.14285714285714
sampleCount = 35

[[aiPlaybook.seedPrompts]]
prompt = "Do this for me: prepare, administer, and grade tests and assignments to evaluate students' progress. Give me a finished draft I can review and adjust."
collaboration = "directive"

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

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

[counts]
tasks = 31
skills = 68
capabilities = 120
tools = 94
relatedRoles = 20

[source]
dataset = "gold.onet_role_starter_surface"
version = "30.3"
generatedAt = "2026-06-02T21:00:32.945303+00:00"
contentHash = "ffe639cdce09a1c0"

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

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

[[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 = "Prepare students for later educational experiences by encouraging them to explore learning opportunities and to persevere with challenging tasks."
type = "Core"
iwa = "4.A.4.b.2.a"

[[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"

[[tasks]]
text = "Instruct and monitor students in the use and care of equipment and materials to prevent injuries and damage."
type = "Core"
iwa = "4.A.1.a.2.f"

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

[[tasks]]
text = "Enforce all administration policies and rules governing students."
type = "Core"
iwa = "4.A.1.a.2.f"

[[tasks]]
text = "Prepare, administer, and grade tests and assignments to evaluate students' progress."
type = "Core"
iwa = "4.A.2.a.1.c"

[[tasks]]
text = "Prepare objectives and outlines for courses of study, following curriculum guidelines or requirements of states and schools."
type = "Core"
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 = "Establish rules or policies governing student behavior."
iwa = "4.A.2.b.2.e"

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

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

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

[[activities]]
name = "Modify teaching methods or materials to accommodate student needs."
iwa = "4.A.3.b.6.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 = "Evaluate student work."
iwa = "4.A.2.a.1.c"

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

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

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

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

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

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

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

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

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

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

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

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

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

[[activities]]
name = "Coordinate student extracurricular activities."
iwa = "4.A.4.b.1.e"

[[capabilities]]
name = "English Language"
family = "knowledge"
value = 4.46

[[capabilities]]
name = "Education and Training"
family = "knowledge"
value = 4.23

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

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

[[capabilities]]
name = "Reading Comprehension"
family = "essential_skill"
value = 4

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

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

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

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

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

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

[[capabilities]]
name = "Critical Thinking"
family = "essential_skill"
value = 3.88

[[capabilities]]
name = "Monitoring"
family = "essential_skill"
value = 3.88

[[capabilities]]
name = "Social Perceptiveness"
family = "transferable_skill"
value = 3.88

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

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

[[capabilities]]
name = "Near Vision"
family = "ability"
value = 3.88

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

[[capabilities]]
name = "Problem Sensitivity"
family = "ability"
value = 3.75

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

[[capabilities]]
name = "Psychology"
family = "knowledge"
value = 3.73

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

[[capabilities]]
name = "Computers and Electronics"
family = "knowledge"
value = 3.57

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

[[capabilities]]
name = "Administrative"
family = "knowledge"
value = 3.45

[[capabilities]]
name = "Administration and Management"
family = "knowledge"
value = 3.4

[[capabilities]]
name = "Coordination"
family = "transferable_skill"
value = 3.38

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

[[capabilities]]
name = "Service Orientation"
family = "transferable_skill"
value = 3.25

[[capabilities]]
name = "Complex Problem Solving"
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 = "Category Flexibility"
family = "ability"
value = 3.25

[[capabilities]]
name = "Customer and Personal Service"
family = "knowledge"
value = 3.23

[[capabilities]]
name = "Engineering and Technology"
family = "knowledge"
value = 3.12

[[capabilities]]
name = "Information Ordering"
family = "ability"
value = 3.12

[[capabilities]]
name = "Selective Attention"
family = "ability"
value = 3.12

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

[[capabilities]]
name = "Public Safety and Security"
family = "knowledge"
value = 3.11

[[capabilities]]
name = "Systems Analysis"
family = "transferable_skill"
value = 3

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

[[skills]]
name = "Spring Boot"
type = "Specialized Skill"

[[skills]]
name = "Shell Script"
type = "Specialized Skill"

[[skills]]
name = "Red Hat Enterprise Linux"
type = "Specialized Skill"

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

[[skills]]
name = "Node.js"
type = "Specialized Skill"

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

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

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

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

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

[[skills]]
name = "Microsoft Visual Studio"
type = "Specialized Skill"

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

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

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

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

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

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

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

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

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

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

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

[[tools]]
example = "Amazon DynamoDB"
category = "Data base management system software"
hot = true
inDemand = false

[[tools]]
example = "Amazon Elastic Compute Cloud EC2"
category = "Data base user interface and query software"
hot = true
inDemand = false

[[tools]]
example = "Amazon Web Services AWS CloudFormation"
category = "Cloud-based management software"
hot = true
inDemand = false

[[tools]]
example = "Amazon Web Services AWS software"
category = "Data base user interface and query software"
hot = true
inDemand = false

[[tools]]
example = "Ansible software"
category = "Expert system software"
hot = true
inDemand = false

[[tools]]
example = "Apache Cassandra"
category = "Data base management system software"
hot = true
inDemand = false

[[tools]]
example = "Apache Hadoop"
category = "Data base management system software"
hot = true
inDemand = false

[[tools]]
example = "Apache Kafka"
category = "Development environment software"
hot = true
inDemand = false

[[tools]]
example = "Apache Tomcat"
category = "Web platform development software"
hot = true
inDemand = false

[[tools]]
example = "Atlassian Confluence"
category = "Cloud-based data access and sharing software"
hot = true
inDemand = false

[[tools]]
example = "Atlassian JIRA"
category = "Project management software"
hot = true
inDemand = false

[[tools]]
example = "Bash"
category = "Operating system software"
hot = true
inDemand = false

[[tools]]
example = "C#"
category = "Object or component oriented development software"
hot = true
inDemand = false

[[tools]]
example = "C++"
category = "Object or component oriented development software"
hot = true
inDemand = false

[[tools]]
example = "Docker"
category = "Application server software"
hot = true
inDemand = false

[[tools]]
example = "Eclipse IDE"
category = "Development environment software"
hot = true
inDemand = false

[[tools]]
example = "Elasticsearch"
category = "Data base management system software"
hot = true
inDemand = false

[[tools]]
example = "Extensible markup language XML"
category = "Enterprise application integration software"
hot = true
inDemand = false

[[tools]]
example = "Git"
category = "File versioning software"
hot = true
inDemand = false

[[tools]]
example = "GitHub"
category = "Application server software"
hot = true
inDemand = false

[[tools]]
example = "Go"
category = "Development environment software"
hot = true
inDemand = false

[[tools]]
example = "Google Angular"
category = "Web platform development software"
hot = true
inDemand = false

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

[[tools]]
example = "Hypertext markup language HTML"
category = "Web platform development software"
hot = true
inDemand = false

[[tools]]
example = "JavaScript"
category = "Web platform development software"
hot = true
inDemand = false

[[tools]]
example = "JavaScript Object Notation JSON"
category = "Web platform development software"
hot = true
inDemand = false

[[tools]]
example = "Jenkins CI"
category = "Enterprise application integration software"
hot = true
inDemand = false

[[tools]]
example = "jQuery"
category = "Object or component oriented development software"
hot = true
inDemand = false

[[tools]]
example = "JUnit"
category = "Program testing software"
hot = true
inDemand = false

[[tools]]
example = "Linux"
category = "Operating system software"
hot = true
inDemand = false

[[tools]]
example = "Microsoft .NET Framework"
category = "Development environment software"
hot = true
inDemand = false

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

[[tools]]
example = "Microsoft Azure software"
category = "Development environment software"
hot = true
inDemand = false

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

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

[[tools]]
example = "Microsoft Outlook"
category = "Electronic mail software"
hot = true
inDemand = false

[[tools]]
example = "Microsoft PowerPoint"
category = "Presentation software"
hot = true
inDemand = false

[[tools]]
example = "Microsoft PowerShell"
category = "Development environment software"
hot = true
inDemand = false

[[tools]]
example = "Microsoft SQL Server"
category = "Data base user interface and query software"
hot = true
inDemand = false

[[tools]]
example = "Microsoft Visio"
category = "Process mapping and design software"
hot = true
inDemand = false

[[workContext]]
name = "E-Mail"
value = 4.81

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

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

[[workContext]]
name = "Frequency of Decision Making"
value = 4.52

[[workContext]]
name = "Freedom to Make Decisions"
value = 4.4

[[workContext]]
name = "Indoors, Environmentally Controlled"
value = 4.32

[[workContext]]
name = "Determine Tasks, Priorities and Goals"
value = 4.27

[[workContext]]
name = "Work With or Contribute to a Work Group or Team"
value = 4.24

[[workContext]]
name = "Coordinate or Lead Others in Accomplishing Work Activities"
value = 4.22

[[workContext]]
name = "Physical Proximity"
value = 4.13

[[workContext]]
name = "Dealing With Unpleasant, Angry, or Discourteous People"
value = 3.89

[[workContext]]
name = "Time Pressure"
value = 3.88

[[workContext]]
name = "Deal With External Customers or the Public in General"
value = 3.83

[[workContext]]
name = "Importance of Being Exact or Accurate"
value = 3.73

[[workContext]]
name = "Conflict Situations"
value = 3.71

[[workContext]]
name = "Telephone Conversations"
value = 3.7

[[workContext]]
name = "Impact of Decisions on Co-workers or Company Results"
value = 3.67

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

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

[[workContext]]
name = "Work Outcomes and Results of Other Workers"
value = 3.31

[[workContext]]
name = "Written Letters and Memos"
value = 3.22

[[workContext]]
name = "Health and Safety of Other Workers"
value = 3.2

[[workContext]]
name = "Exposed to Sounds, Noise Levels that are Distracting or Uncomfortable"
value = 3.14

[[workContext]]
name = "Consequence of Error"
value = 2.78

[[workContext]]
name = "Importance of Repeating Same Tasks"
value = 2.78

[[workContext]]
name = "Spend Time Using Your Hands to Handle, Control, or Feel Objects, Tools, or Controls"
value = 2.76

[[workContext]]
name = "Spend Time Walking or Running"
value = 2.7

[[workContext]]
name = "Wear Common Protective or Safety Equipment such as Safety Shoes, Glasses, Gloves, Hearing Protection, Hard Hats, or Life Jackets"
value = 2.69

[[workContext]]
name = "Level of Competition"
value = 2.5

[[workContext]]
name = "Spend Time Sitting"
value = 2.47

[[workContext]]
name = "Dealing with Violent or Physically Aggressive People"
value = 2.42

[[workContext]]
name = "Exposed to Hazardous Equipment"
value = 2.13

[[workContext]]
name = "Exposed to Minor Burns, Cuts, Bites, or Stings"
value = 2.07

[[workContext]]
name = "Exposed to Contaminants"
value = 2.04

[[workContext]]
name = "Exposed to Disease or Infections"
value = 1.92

[[workContext]]
name = "Outdoors, Exposed to All Weather Conditions"
value = 1.85

[[workContext]]
name = "Spend Time Making Repetitive Motions"
value = 1.82

[[workContext]]
name = "Indoors, Not Environmentally Controlled"
value = 1.71

[[workContext]]
name = "In an Enclosed Vehicle or Operate Enclosed Equipment"
value = 1.63

[[workContext]]
name = "Outdoors, Under Cover"
value = 1.61

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

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

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

[[personFit]]
name = "Teaching/Education"
family = "specific_interest_area"
value = 6.77

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

[[personFit]]
name = "Social Service"
family = "specific_interest_area"
value = 5.43

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

[[personFit]]
name = "Professional Advising"
family = "specific_interest_area"
value = 4.57

[[personFit]]
name = "Public Speaking"
family = "specific_interest_area"
value = 4.37

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

[[personFit]]
name = "Conventional"
family = "career_interest_type"
value = 3.82

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

[[personFit]]
name = "Investigative"
family = "career_interest_type"
value = 3.31

[[personFit]]
name = "Realistic"
family = "career_interest_type"
value = 3.28

[[personFit]]
name = "Stress Tolerance"
family = "work_style"
value = 3

[[personFit]]
name = "Social Science"
family = "specific_interest_area"
value = 2.54

[[relatedRoles]]
socCode = "25-2032.00"
slug = "role-25-2032-00"
title = "Career/Technical Education Teachers, Secondary School"
tier = "Primary-Short"

[[relatedRoles]]
socCode = "25-1194.00"
slug = "role-25-1194-00"
title = "Career/Technical Education Teachers, Postsecondary"
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 = "25-2058.00"
slug = "role-25-2058-00"
title = "Special Education Teachers, Secondary School"
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 = "25-2021.00"
slug = "role-25-2021-00"
title = "Elementary School Teachers, Except Special Education"
tier = "Primary-Long"

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

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

[[relatedRoles]]
socCode = "25-2056.00"
slug = "role-25-2056-00"
title = "Special Education Teachers, Elementary School"
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 = "25-9044.00"
slug = "role-25-9044-00"
title = "Teaching Assistants, Postsecondary"
tier = "Supplemental"

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

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

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

[[aiSignals]]
source = "frey_osborne"
label = "Computerization probability"
score = 0.26
scale = "0-1 probability"
release = "2013-baseline-2016-employment-snapshot"

[[aiSignals]]
source = "felten_aioe"
label = "AI occupational exposure"
score = 0.5199191
scale = "relative exposure score"
release = "2021-plus-generative-ai-workbooks"

[[aiSignals]]
source = "felten_image_generation_aioe"
label = "Image generation occupational exposure"
score = 0.1340808
scale = "relative exposure score"
release = "2021-plus-generative-ai-workbooks"

[[aiSignals]]
source = "felten_language_modeling_aioe"
label = "Language modeling occupational exposure"
score = 0.6469598
scale = "relative exposure score"
release = "2021-plus-generative-ai-workbooks"
