entityType = "role"
schemaVersion = "role.v1"
slug = "role-25-9031-00"
socCode = "25-9031.00"
title = "Instructional Coordinators"
summary = "Develop instructional material, coordinate educational content, and incorporate current technology into instruction in order to provide guidelines to educators and instructors for developing curricula and conducting courses. May train and coach teachers. Includes educational consultants and specialists, and instructional material directors."
aliases = ["Curriculum Coordinator", "Curriculum and Instruction Director", "Instructional Designer", "Instructional Technologist", "Curriculum Director", "Curriculum Specialist", "Education Specialist", "Instructional Systems Specialist", "Learning Development Specialist", "Program Administrator", "Career Technical Supervisor", "Certified Performance Technologist (CPT)"]
emergingTasks = []

[preparation]
jobZone = "5"
jobZoneName = "Job Zone Five: Extensive Preparation Needed"
education = "Most of these occupations require graduate school. For example, they may require a master's degree, and some require a Ph.D., M.D., or J.D. (law degree)."
experience = "Extensive skill, knowledge, and experience are needed for these occupations. Many require more than five years of experience. For example, surgeons must complete four years of college and an additional five to seven years of specialized medical training to be able to do their job."
svpRange = "(8.0 and above)"

[[preparation.educationDistribution]]
label = "Master's Degree"
percentage = 59.84

[[preparation.educationDistribution]]
label = "Bachelor's Degree"
percentage = 24.83

[[preparation.educationDistribution]]
label = "Post-Master's Certificate"
percentage = 10.85

[[preparation.educationDistribution]]
label = "First Professional Degree"
percentage = 4.21

[[preparation.educationDistribution]]
label = "Post-Baccalaureate Certificate"
percentage = 0.14

[[preparation.educationDistribution]]
label = "Doctoral Degree"
percentage = 0.14

[educationLevel]
category = "Master's degree"
slug = "master-s-degree"

[market]
medianWage = 74720
meanWage = 77600
pct10Wage = 46560
pct25Wage = 59120
pct75Wage = 94780
pct90Wage = 115410
employment = 210850
areaTitle = "U.S."

[industries]
count = 27

[[industries.top]]
naics = "61"
slug = "61"
title = "Educational Services"
level = "Sector"
employment = 170950
medianWage = 74820
lq = 9.16

[[industries.top]]
naics = "62"
slug = "62"
title = "Health Care and Social Assistance"
level = "Sector"
employment = 10050
medianWage = 57920
lq = 0.32

[[industries.top]]
naics = "81"
slug = "81"
title = "Other Services (except Public Administration)"
level = "Sector"
employment = 3240
medianWage = 59000
lq = 0.54

[[industries.top]]
naics = "54"
slug = "54"
title = "Professional, Scientific, and Technical Services"
level = "Sector"
employment = 2960
medianWage = 92290
lq = 0.2

[[industries.top]]
naics = "71"
slug = "71"
title = "Arts, Entertainment, and Recreation"
level = "Sector"
employment = 2280
medianWage = 52110
lq = 0.63

[[industries.top]]
naics = "51"
slug = "51"
title = "Information"
level = "Sector"
employment = 1960
medianWage = 75470
lq = 0.49

[[industries.top]]
naics = "55"
slug = "55"
title = "Management of Companies and Enterprises"
level = "Sector"
employment = 1790
medianWage = 76540
lq = 0.47

[[industries.top]]
naics = "56"
slug = "56"
title = "Administrative and Support and Waste Management and Remediation Services"
level = "Sector"
employment = 1210
medianWage = 80300
lq = 0.1

[[industries.top]]
naics = "561320"
slug = "561320"
title = "Temporary Help Services"
level = "National industry"
employment = 660
medianWage = 88210
lq = 0.18

[[industries.top]]
naics = "52"
slug = "52"
title = "Finance and Insurance"
level = "Sector"
employment = 390
medianWage = 81630
lq = 0.05

[[industries.top]]
naics = "713940"
slug = "713940"
title = "Fitness and Recreational Sports Centers"
level = "National industry"
employment = 310
medianWage = 49620
lq = 0.36

[[industries.top]]
naics = "541720"
slug = "541720"
title = "Research and Development in the Social Sciences and Humanities"
level = "National industry"
employment = 210
medianWage = 77390
lq = 2.53

[[industries.concentrated]]
naics = "61"
slug = "61"
title = "Educational Services"
level = "Sector"
employment = 170950
lq = 9.16

[[industries.concentrated]]
naics = "541720"
slug = "541720"
title = "Research and Development in the Social Sciences and Humanities"
level = "National industry"
employment = 210
lq = 2.53

[[industries.concentrated]]
naics = "711110"
slug = "711110"
title = "Theater Companies and Dinner Theaters"
level = "National industry"
employment = 180
lq = 1.82

[[industries.concentrated]]
naics = "71"
slug = "71"
title = "Arts, Entertainment, and Recreation"
level = "Sector"
employment = 2280
lq = 0.63

[[industries.concentrated]]
naics = "81"
slug = "81"
title = "Other Services (except Public Administration)"
level = "Sector"
employment = 3240
lq = 0.54

[[industries.concentrated]]
naics = "623220"
slug = "623220"
title = "Residential Mental Health and Substance Abuse Facilities"
level = "National industry"
employment = 180
lq = 0.51

[[industries.concentrated]]
naics = "51"
slug = "51"
title = "Information"
level = "Sector"
employment = 1960
lq = 0.49

[[industries.concentrated]]
naics = "55"
slug = "55"
title = "Management of Companies and Enterprises"
level = "Sector"
employment = 1790
lq = 0.47

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

[aiOutlook.index]
value = 81
percentile = 85
band = "High"
version = "ai-exposure-index-v1"
componentCount = 3

[[aiOutlook.index.components]]
percentile = 87
source = "felten_aioe"

[[aiOutlook.index.components]]
percentile = 65
source = "openai_gpts_are_gpts"

[[aiOutlook.index.components]]
percentile = 91
source = "microsoft_working_with_ai"

[aiOutlook.freyHistorical]
source = "frey"
label = "Computerization probability (Frey & Osborne, 2013)"
value = 0.0042
percentile = 2
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 = 0.17500000000000002
beta = 0.48750000000000004
gamma = 0.8

[aiOutlook.bls]
growthPercent = 1.3
growthPercentile = 34
direction = "About average"
annualOpeningsThousands = 21.9
annualOpeningsPercentile = 79
employment2024Thousands = 232.6
employment2034Thousands = 235.5

[[aiOutlook.exposure]]
source = "felten_aioe"
label = "Overall AI exposure (Felten et al.)"
value = 1.301855
percentile = 87
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 = 0.8
percentile = 65
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 = 0.3137530525869644
percentile = 91
band = "High"
note = "How applicable today's AI assistants are to this job's activities, measured from real Microsoft Copilot conversations. Applicability is not the same as replacement."

[[aiOutlook.usageTasks]]
task = "Develop instructional materials, such as lesson plans, handouts, or examinations."
usagePercent = 0.5831748209803254

[[aiOutlook.usageTasks]]
task = "Edit instructional materials, such as books, simulation exercises, lesson plans, instructor guides, and tests."
usagePercent = 0.2746406254493466

[[aiOutlook.usageTasks]]
task = "Adapt instructional content or delivery methods for different levels or types of learners."
usagePercent = 0.2042857905829283

[[aiOutlook.usageTasks]]
task = "Present and make recommendations regarding course design, technology, and instruction delivery options."
usagePercent = 0.0601867638419286

[[aiOutlook.usageTasks]]
task = "Design instructional aids for stand-alone or instructor-led classroom or online use."
usagePercent = 0.048991614936177375

[[aiOutlook.usageTasks]]
task = "Analyze performance data to determine effectiveness of instructional systems, courses, or instructional materials."
usagePercent = 0.045602257928014166

[[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 = 7
taskCount = 7
totalSample = 11162
autonomyMedian = 4
dominantCollaboration = "task iteration"
automationShare = 45.52
augmentationShare = 53.07
workUsePercent = 46.15
release = "2026-01-15-v4-plus-2025-03-27-v2"

[[aiPlaybook.collaboration]]
label = "task iteration"
percent = 48.65

[[aiPlaybook.collaboration]]
label = "directive"
percent = 43.61

[[aiPlaybook.collaboration]]
label = "learning"
percent = 2.59

[[aiPlaybook.collaboration]]
label = "feedback loop"
percent = 1.91

[[aiPlaybook.collaboration]]
label = "validation"
percent = 1.83

[[aiPlaybook.collaboration]]
label = "none"
percent = 0.89

[[aiPlaybook.useCase]]
label = "work"
percent = 46.15

[[aiPlaybook.useCase]]
label = "coursework"
percent = 46.03

[[aiPlaybook.useCase]]
label = "personal"
percent = 7.56

[[aiPlaybook.delegatedTasks]]
task = "Develop instructional materials to be used by educators and instructors."
usagePercent = 1.0036254531816478
collaboration = "task iteration"
autonomyMedian = 4
sampleCount = 10035

[[aiPlaybook.delegatedTasks]]
task = "Advise and teach students."
usagePercent = 0.0665083135391924
collaboration = "task iteration"
autonomyMedian = 4
sampleCount = 665

[[aiPlaybook.delegatedTasks]]
task = "Organize production and design of curriculum materials."
usagePercent = 0.012101512689086137
collaboration = "directive"
autonomyMedian = 3
sampleCount = 121

[[aiPlaybook.delegatedTasks]]
task = "Research, evaluate, and prepare recommendations on curricula, instructional methods, and materials for school systems."
usagePercent = 0.01160145018127266
collaboration = "directive"
autonomyMedian = 4
sampleCount = 116

[[aiPlaybook.delegatedTasks]]
task = "Plan and conduct teacher training programs and conferences dealing with new classroom procedures, instructional materials and equipment, and teaching aids."
usagePercent = 0.009701212651581448
collaboration = "directive"
autonomyMedian = 4
sampleCount = 97

[[aiPlaybook.delegatedTasks]]
task = "Develop tests, questionnaires, and procedures that measure the effectiveness of curricula and use these tools to determine whether program objectives are being met."
usagePercent = 0.009501187648456056
collaboration = "task iteration"
autonomyMedian = 4
sampleCount = 95

[[aiPlaybook.delegatedTasks]]
task = "Prepare grant proposals, budgets, and program policies and goals or assist in their preparation."
usagePercent = 0.003300412551568946
collaboration = "task iteration"
autonomyMedian = 4
sampleCount = 33

[[aiPlaybook.boundaryTasks]]
task = "Prepare grant proposals, budgets, and program policies and goals or assist in their preparation."
humanNeededPercent = 100
sampleCount = 33

[[aiPlaybook.boundaryTasks]]
task = "Research, evaluate, and prepare recommendations on curricula, instructional methods, and materials for school systems."
humanNeededPercent = 98.27586206896551
sampleCount = 116

[[aiPlaybook.boundaryTasks]]
task = "Advise and teach students."
humanNeededPercent = 98.04511278195488
sampleCount = 665

[[aiPlaybook.boundaryTasks]]
task = "Plan and conduct teacher training programs and conferences dealing with new classroom procedures, instructional materials and equipment, and teaching aids."
humanNeededPercent = 95.87628865979381
sampleCount = 97

[[aiPlaybook.boundaryTasks]]
task = "Develop instructional materials to be used by educators and instructors."
humanNeededPercent = 91.21076233183857
sampleCount = 10035

[[aiPlaybook.boundaryTasks]]
task = "Develop tests, questionnaires, and procedures that measure the effectiveness of curricula and use these tools to determine whether program objectives are being met."
humanNeededPercent = 89.47368421052632
sampleCount = 95

[[aiPlaybook.seedPrompts]]
prompt = "Let's work through this together, step by step: develop instructional materials to be used by educators and instructors. I'll give feedback as we go."
collaboration = "task iteration"

[[aiPlaybook.seedPrompts]]
prompt = "Let's work through this together, step by step: advise and teach students. I'll give feedback as we go."
collaboration = "task iteration"

[[aiPlaybook.seedPrompts]]
prompt = "Do this for me: organize production and design of curriculum materials. Give me a finished draft I can review and adjust."
collaboration = "directive"

[[aiPlaybook.seedPrompts]]
prompt = "Do this for me: research, evaluate, and prepare recommendations on curricula, instructional methods, and materials for school systems. Give me a finished draft I can review and adjust."
collaboration = "directive"

[[aiPlaybook.seedPrompts]]
prompt = "Do this for me: plan and conduct teacher training programs and conferences dealing with new classroom procedures, instructional materials and equipment, and teaching aids. Give me a finished draft I can review and adjust."
collaboration = "directive"

[counts]
tasks = 30
skills = 63
capabilities = 120
tools = 88
relatedRoles = 20

[source]
dataset = "gold.onet_role_starter_surface"
version = "30.3"
generatedAt = "2026-06-02T21:00:32.945303+00:00"
contentHash = "e2574a7887eb8f2b"

[[tasks]]
text = "Observe work of teaching staff to evaluate performance and to recommend changes that could strengthen teaching skills."
type = "Core"
iwa = "4.A.2.a.1.d"

[[tasks]]
text = "Plan and conduct teacher training programs and conferences dealing with new classroom procedures, instructional materials and equipment, and teaching aids."
type = "Core"
iwa = "4.A.4.b.3.d"

[[tasks]]
text = "Interpret and enforce provisions of state education codes and rules and regulations of state education boards."
type = "Core"
iwa = "4.A.1.a.2.f"

[[tasks]]
text = "Conduct or participate in workshops, committees, and conferences designed to promote the intellectual, social, and physical welfare of students."
type = "Core"
iwa = "4.A.4.b.4.b"

[[tasks]]
text = "Advise teaching and administrative staff in curriculum development, use of materials and equipment, and implementation of state and federal programs and procedures."
type = "Core"
iwa = "4.A.4.b.6.g"

[[tasks]]
text = "Advise and teach students."
type = "Core"
iwa = "4.A.4.b.6.g"

[[tasks]]
text = "Prepare grant proposals, budgets, and program policies and goals or assist in their preparation."
type = "Supplemental"
iwa = "4.A.3.b.6.g"

[[tasks]]
text = "Recommend, order, or authorize purchase of instructional materials, supplies, equipment, and visual aids designed to meet student educational needs and district standards."
type = "Core"
iwa = "4.A.4.b.6.g"

[[tasks]]
text = "Update the content of educational programs to ensure that students are being trained with equipment and processes that are technologically current."
type = "Core"
iwa = "4.A.3.b.6.l"

[[tasks]]
text = "Address public audiences to explain program objectives and to elicit support."
type = "Core"
iwa = "4.A.4.a.6.c"

[[tasks]]
text = "Research, evaluate, and prepare recommendations on curricula, instructional methods, and materials for school systems."
type = "Core"
iwa = "4.A.2.a.1.b"

[[tasks]]
text = "Prepare or approve manuals, guidelines, and reports on state educational policies and practices for distribution to school districts."
type = "Supplemental"
iwa = "4.A.3.b.6.l"

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

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

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

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

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

[[activities]]
name = "Develop instructional materials."
iwa = "4.A.3.b.6.l"

[[activities]]
name = "Edit documents."
iwa = "4.A.2.b.1.g"

[[activities]]
name = "Advise educators on curricula, instructional methods, or policies."
iwa = "4.A.4.b.6.g"

[[activities]]
name = "Research topics in area of expertise."
iwa = "4.A.2.b.3.a"

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

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

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

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

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

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

[[activities]]
name = "Write grant proposals."
iwa = "4.A.3.b.6.g"

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

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

[[activities]]
name = "Organize informational materials."
iwa = "4.A.3.b.6.l"

[[activities]]
name = "Direct activities of subordinates."
iwa = "4.A.4.b.4.a"

[[capabilities]]
name = "Education and Training"
family = "knowledge"
value = 4.78

[[capabilities]]
name = "Written Comprehension"
family = "ability"
value = 4.38

[[capabilities]]
name = "English Language"
family = "knowledge"
value = 4.32

[[capabilities]]
name = "Learning Strategies"
family = "essential_skill"
value = 4.25

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

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

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

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

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

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

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

[[capabilities]]
name = "Problem Sensitivity"
family = "ability"
value = 4

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

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

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

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

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

[[capabilities]]
name = "Complex Problem Solving"
family = "transferable_skill"
value = 3.88

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

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

[[capabilities]]
name = "Administration and Management"
family = "knowledge"
value = 3.79

[[capabilities]]
name = "Judgment and Decision Making"
family = "transferable_skill"
value = 3.75

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

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

[[capabilities]]
name = "Information Ordering"
family = "ability"
value = 3.75

[[capabilities]]
name = "Category Flexibility"
family = "ability"
value = 3.75

[[capabilities]]
name = "Mathematics"
family = "knowledge"
value = 3.68

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

[[capabilities]]
name = "Time Management"
family = "transferable_skill"
value = 3.62

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

[[capabilities]]
name = "Computers and Electronics"
family = "knowledge"
value = 3.6

[[capabilities]]
name = "Customer and Personal Service"
family = "knowledge"
value = 3.47

[[capabilities]]
name = "Public Safety and Security"
family = "knowledge"
value = 3.47

[[capabilities]]
name = "Personnel and Human Resources"
family = "knowledge"
value = 3.41

[[capabilities]]
name = "Communications and Media"
family = "knowledge"
value = 3.35

[[capabilities]]
name = "Sociology and Anthropology"
family = "knowledge"
value = 3.28

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

[[skills]]
name = "Adobe After Effects"
type = "Specialized Skill"

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

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

[[skills]]
name = "Articulate Storyline"
type = "Specialized Skill"

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

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

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

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

[[skills]]
name = "Microsoft Publisher"
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 = "Microsoft Outlook"
category = "Electronic mail software"
hot = true
inDemand = true

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

[[tools]]
example = "Adobe Acrobat"
category = "Document management software"
hot = true
inDemand = false

[[tools]]
example = "Adobe After Effects"
category = "Video creation and editing software"
hot = true
inDemand = false

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

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

[[tools]]
example = "Adobe InDesign"
category = "Desktop publishing software"
hot = true
inDemand = false

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

[[tools]]
example = "Cascading style sheets CSS"
category = "Web platform development software"
hot = true
inDemand = false

[[tools]]
example = "Extensible markup language XML"
category = "Enterprise application integration 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 = "Microsoft Access"
category = "Data base user interface and query software"
hot = true
inDemand = false

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

[[tools]]
example = "Microsoft SharePoint"
category = "Document management software"
hot = true
inDemand = false

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

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

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

[[tools]]
example = "Oracle PL/SQL"
category = "Data base management system software"
hot = true
inDemand = false

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

[[tools]]
example = "Articulate Storyline"
category = "Computer based training software"
hot = false
inDemand = true

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

[[tools]]
example = "TechSmith Camtasia"
category = "Video creation and editing software"
hot = false
inDemand = true

[[tools]]
example = "Adobe ActionScript"
category = "Development environment software"
hot = false
inDemand = false

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

[[tools]]
example = "Adobe Connect"
category = "Network conferencing software"
hot = false
inDemand = false

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

[[tools]]
example = "Adobe eLearning Suite"
category = "Computer based training software"
hot = false
inDemand = false

[[tools]]
example = "Adobe FrameMaker"
category = "Desktop publishing software"
hot = false
inDemand = false

[[tools]]
example = "Adobe Premiere Pro"
category = "Video creation and editing software"
hot = false
inDemand = false

[[tools]]
example = "Adobe Presenter"
category = "Presentation software"
hot = false
inDemand = false

[[tools]]
example = "Adobe RoboHelp"
category = "Graphical user interface development software"
hot = false
inDemand = false

[[tools]]
example = "Apple Final Cut Pro"
category = "Video creation and editing software"
hot = false
inDemand = false

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

[[tools]]
example = "Articulate 360"
category = "Computer based training software"
hot = false
inDemand = false

[[tools]]
example = "Articulate Rapid E-Learning Studio"
category = "Computer based training software"
hot = false
inDemand = false

[[tools]]
example = "Audacity"
category = "Music or sound editing software"
hot = false
inDemand = false

[[tools]]
example = "Avid Technology Pinnacle Studio"
category = "Video creation and editing software"
hot = false
inDemand = false

[[workContext]]
name = "E-Mail"
value = 5

[[workContext]]
name = "Indoors, Environmentally Controlled"
value = 4.99

[[workContext]]
name = "Face-to-Face Discussions with Individuals and Within Teams"
value = 4.95

[[workContext]]
name = "Contact With Others"
value = 4.83

[[workContext]]
name = "Work With or Contribute to a Work Group or Team"
value = 4.82

[[workContext]]
name = "Telephone Conversations"
value = 4.56

[[workContext]]
name = "Coordinate or Lead Others in Accomplishing Work Activities"
value = 4.15

[[workContext]]
name = "Determine Tasks, Priorities and Goals"
value = 4.11

[[workContext]]
name = "Freedom to Make Decisions"
value = 4.02

[[workContext]]
name = "Work Outcomes and Results of Other Workers"
value = 3.97

[[workContext]]
name = "Public Speaking"
value = 3.64

[[workContext]]
name = "Time Pressure"
value = 3.63

[[workContext]]
name = "Deal With External Customers or the Public in General"
value = 3.6

[[workContext]]
name = "Spend Time Sitting"
value = 3.59

[[workContext]]
name = "Impact of Decisions on Co-workers or Company Results"
value = 3.57

[[workContext]]
name = "Written Letters and Memos"
value = 3.43

[[workContext]]
name = "Frequency of Decision Making"
value = 3.35

[[workContext]]
name = "Importance of Being Exact or Accurate"
value = 3.26

[[workContext]]
name = "Physical Proximity"
value = 3.18

[[workContext]]
name = "Conflict Situations"
value = 3.05

[[workContext]]
name = "Level of Competition"
value = 2.97

[[workContext]]
name = "Dealing With Unpleasant, Angry, or Discourteous People"
value = 2.95

[[workContext]]
name = "Spend Time Standing"
value = 2.92

[[workContext]]
name = "Exposed to Sounds, Noise Levels that are Distracting or Uncomfortable"
value = 2.8

[[workContext]]
name = "Importance of Repeating Same Tasks"
value = 2.69

[[workContext]]
name = "Health and Safety of Other Workers"
value = 2.43

[[workContext]]
name = "Spend Time Making Repetitive Motions"
value = 2.22

[[workContext]]
name = "Spend Time Walking or Running"
value = 2.18

[[workContext]]
name = "In an Enclosed Vehicle or Operate Enclosed Equipment"
value = 1.91

[[workContext]]
name = "Outdoors, Exposed to All Weather Conditions"
value = 1.81

[[workContext]]
name = "Consequence of Error"
value = 1.71

[[workContext]]
name = "Exposed to Disease or Infections"
value = 1.62

[[workContext]]
name = "Spend Time Using Your Hands to Handle, Control, or Feel Objects, Tools, or Controls"
value = 1.61

[[workContext]]
name = "Dealing with Violent or Physically Aggressive People"
value = 1.39

[[workContext]]
name = "Indoors, Not Environmentally Controlled"
value = 1.39

[[workContext]]
name = "Exposed to Very Hot or Cold Temperatures"
value = 1.35

[[workContext]]
name = "Spend Time Bending or Twisting Your Body"
value = 1.34

[[workContext]]
name = "Outdoors, Under Cover"
value = 1.33

[[workContext]]
name = "Exposed to Contaminants"
value = 1.3

[[workContext]]
name = "Wear Common Protective or Safety Equipment such as Safety Shoes, Glasses, Gloves, Hearing Protection, Hard Hats, or Life Jackets"
value = 1.24

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

[[personFit]]
name = "Intellectual Curiosity"
family = "work_style"
value = 7

[[personFit]]
name = "Social"
family = "career_interest_type"
value = 6.16

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

[[personFit]]
name = "Professional Advising"
family = "specific_interest_area"
value = 5.66

[[personFit]]
name = "Teaching/Education"
family = "specific_interest_area"
value = 5.64

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

[[personFit]]
name = "Management/Administration"
family = "specific_interest_area"
value = 4.53

[[personFit]]
name = "Public Speaking"
family = "specific_interest_area"
value = 4.45

[[personFit]]
name = "Enterprising"
family = "career_interest_type"
value = 4.26

[[personFit]]
name = "Investigative"
family = "career_interest_type"
value = 4.04

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

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

[[personFit]]
name = "Social Service"
family = "specific_interest_area"
value = 3.92

[[personFit]]
name = "Social Science"
family = "specific_interest_area"
value = 3.74

[[personFit]]
name = "Artistic"
family = "career_interest_type"
value = 3.56

[[relatedRoles]]
socCode = "13-1151.00"
slug = "role-13-1151-00"
title = "Training and Development Specialists"
tier = "Primary-Short"

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

[[relatedRoles]]
socCode = "11-3131.00"
slug = "role-11-3131-00"
title = "Training and Development Managers"
tier = "Primary-Short"

[[relatedRoles]]
socCode = "25-2023.00"
slug = "role-25-2023-00"
title = "Career/Technical Education Teachers, Middle School"
tier = "Primary-Short"

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

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

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

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

[[relatedRoles]]
socCode = "21-1012.00"
slug = "role-21-1012-00"
title = "Educational, Guidance, and Career Counselors and Advisors"
tier = "Primary-Long"

[[relatedRoles]]
socCode = "25-9044.00"
slug = "role-25-9044-00"
title = "Teaching Assistants, Postsecondary"
tier = "Primary-Long"

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

[[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 = "Supplemental"

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

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

[[aiSignals]]
source = "frey_osborne"
label = "Computerization probability"
score = 0.0042
scale = "0-1 probability"
release = "2013-baseline-2016-employment-snapshot"

[[aiSignals]]
source = "felten_aioe"
label = "AI occupational exposure"
score = 1.301855
scale = "relative exposure score"
release = "2021-plus-generative-ai-workbooks"

[[aiSignals]]
source = "felten_image_generation_aioe"
label = "Image generation occupational exposure"
score = 1.276163
scale = "relative exposure score"
release = "2021-plus-generative-ai-workbooks"

[[aiSignals]]
source = "felten_language_modeling_aioe"
label = "Language modeling occupational exposure"
score = 1.32382
scale = "relative exposure score"
release = "2021-plus-generative-ai-workbooks"
