entityType = "role"
schemaVersion = "role.v1"
slug = "role-21-1012-00"
socCode = "21-1012.00"
title = "Educational, Guidance, and Career Counselors and Advisors"
summary = "Advise and assist students and provide educational and vocational guidance services."
aliases = ["Academic Advisor", "Career Counselor", "Guidance Counselor", "School Counselor", "Academic Counselor", "Admissions Counselor", "College Counselor", "Elementary School Counselor", "Student Services Coordinator", "Vocational Counselor", "Adult School Counselor", "Advisor"]
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 = "Associate's Degree (or other 2-year degree)"
percentage = 2.51

[[preparation.educationDistribution]]
label = "Post-Master's Certificate"
percentage = 0.5

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

[market]
medianWage = 65140
meanWage = 71520
pct10Wage = 43580
pct25Wage = 51690
pct75Wage = 83490
pct90Wage = 105870
employment = 342350
areaTitle = "U.S."

[industries]
count = 17

[[industries.top]]
naics = "61"
slug = "61"
title = "Educational Services"
level = "Sector"
employment = 305520
medianWage = 67070
lq = 10.09

[[industries.top]]
naics = "62"
slug = "62"
title = "Health Care and Social Assistance"
level = "Sector"
employment = 18290
medianWage = 47560
lq = 0.36

[[industries.top]]
naics = "81"
slug = "81"
title = "Other Services (except Public Administration)"
level = "Sector"
employment = 3650
medianWage = 49210
lq = 0.37

[[industries.top]]
naics = "54"
slug = "54"
title = "Professional, Scientific, and Technical Services"
level = "Sector"
employment = 1930
medianWage = 57610
lq = 0.08

[[industries.top]]
naics = "624120"
slug = "624120"
title = "Services for the Elderly and Persons with Disabilities"
level = "National industry"
employment = 1230
medianWage = 43630
lq = 0.23

[[industries.top]]
naics = "55"
slug = "55"
title = "Management of Companies and Enterprises"
level = "Sector"
employment = 920
medianWage = 51850
lq = 0.15

[[industries.top]]
naics = "561320"
slug = "561320"
title = "Temporary Help Services"
level = "National industry"
employment = 810
medianWage = 59360
lq = 0.14

[[industries.top]]
naics = "541720"
slug = "541720"
title = "Research and Development in the Social Sciences and Humanities"
level = "National industry"
employment = 660
lq = 4.89

[[industries.top]]
naics = "623220"
slug = "623220"
title = "Residential Mental Health and Substance Abuse Facilities"
level = "National industry"
employment = 520
medianWage = 48210
lq = 0.91

[[industries.top]]
naics = "621420"
slug = "621420"
title = "Outpatient Mental Health and Substance Abuse Centers"
level = "National industry"
employment = 460
medianWage = 55120
lq = 0.67

[[industries.top]]
naics = "623210"
slug = "623210"
title = "Residential Intellectual and Developmental Disability Facilities"
level = "National industry"
employment = 320
medianWage = 44890
lq = 0.37

[[industries.top]]
naics = "52"
slug = "52"
title = "Finance and Insurance"
level = "Sector"
employment = 230
medianWage = 64540
lq = 0.02

[[industries.concentrated]]
naics = "61"
slug = "61"
title = "Educational Services"
level = "Sector"
employment = 305520
lq = 10.09

[[industries.concentrated]]
naics = "541720"
slug = "541720"
title = "Research and Development in the Social Sciences and Humanities"
level = "National industry"
employment = 660
lq = 4.89

[[industries.concentrated]]
naics = "623220"
slug = "623220"
title = "Residential Mental Health and Substance Abuse Facilities"
level = "National industry"
employment = 520
lq = 0.91

[[industries.concentrated]]
naics = "621420"
slug = "621420"
title = "Outpatient Mental Health and Substance Abuse Centers"
level = "National industry"
employment = 460
lq = 0.67

[[industries.concentrated]]
naics = "623210"
slug = "623210"
title = "Residential Intellectual and Developmental Disability Facilities"
level = "National industry"
employment = 320
lq = 0.37

[[industries.concentrated]]
naics = "81"
slug = "81"
title = "Other Services (except Public Administration)"
level = "Sector"
employment = 3650
lq = 0.37

[[industries.concentrated]]
naics = "62"
slug = "62"
title = "Health Care and Social Assistance"
level = "Sector"
employment = 18290
lq = 0.36

[[industries.concentrated]]
naics = "624120"
slug = "624120"
title = "Services for the Elderly and Persons with Disabilities"
level = "National industry"
employment = 1230
lq = 0.23

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

[aiOutlook.index]
value = 70
percentile = 70
band = "High"
version = "ai-exposure-index-v1"
componentCount = 3

[[aiOutlook.index.components]]
percentile = 73
source = "felten_aioe"

[[aiOutlook.index.components]]
percentile = 45
source = "openai_gpts_are_gpts"

[[aiOutlook.index.components]]
percentile = 93
source = "microsoft_working_with_ai"

[aiOutlook.freyHistorical]
source = "frey"
label = "Computerization probability (Frey & Osborne, 2013)"
value = 0.0085
percentile = 6
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 = 0.05263157894736842
beta = 0.2894736842105263
gamma = 0.5263157894736842

[aiOutlook.bls]
growthPercent = 3.5
growthPercentile = 58
direction = "About average"
annualOpeningsThousands = 31
annualOpeningsPercentile = 84
employment2024Thousands = 376.3
employment2034Thousands = 389.6

[[aiOutlook.exposure]]
source = "felten_aioe"
label = "Overall AI exposure (Felten et al.)"
value = 0.9739287
percentile = 73
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 = 0.5263157894736842
percentile = 45
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 = 0.3250921100448616
percentile = 93
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 = "Compile and study occupational, educational, and economic information to assist counselees in determining and carrying out vocational and educational objectives."
usagePercent = 0.01828198628645613
importance = 3.38

[[aiOutlook.usageTasks]]
task = "Provide information for teachers and staff members involved in helping students or graduates identify and pursue employment opportunities."
usagePercent = 0.012427642363265122
importance = 3.47

[[aiOutlook.usageTasks]]
task = "Teach classes and present self-help or information sessions on subjects related to education and career planning."
usagePercent = 0.006984129592578747
importance = 3.68

[[aiOutlook.usageTasks]]
task = "Counsel students regarding educational issues, such as course and program selection, class scheduling and registration, school adjustment, truancy, study habits, and career planning."
usagePercent = 0.005957051711317166
importance = 4.54

[[aiOutlook.usageTasks]]
task = "Prepare reports on students and activities as required by administration."
usagePercent = 0.005854343923191008
importance = 3.54

[[aiOutlook.usageTasks]]
task = "Plan, direct, and participate in recruitment and enrollment activities."
usagePercent = 0.002875818067532425
importance = 3.38

[[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 = 15
taskCount = 16
totalSample = 13134
autonomyMedian = 4
dominantCollaboration = "task iteration"
automationShare = 26.9
augmentationShare = 70.61
workUsePercent = 58.6
release = "2026-01-15-v4-plus-2025-03-27-v2"

[[aiPlaybook.collaboration]]
label = "task iteration"
percent = 54.11

[[aiPlaybook.collaboration]]
label = "directive"
percent = 25.4

[[aiPlaybook.collaboration]]
label = "learning"
percent = 11.16

[[aiPlaybook.collaboration]]
label = "validation"
percent = 5.34

[[aiPlaybook.collaboration]]
label = "feedback loop"
percent = 1.5

[[aiPlaybook.collaboration]]
label = "none"
percent = 1.3

[[aiPlaybook.useCase]]
label = "work"
percent = 58.6

[[aiPlaybook.useCase]]
label = "personal"
percent = 29.26

[[aiPlaybook.useCase]]
label = "coursework"
percent = 11.84

[[aiPlaybook.delegatedTasks]]
task = "Instruct individuals in career development techniques such as job search and application strategies, resume writing, and interview skills."
usagePercent = 1.0667333416677085
collaboration = "task iteration"
autonomyMedian = 4
sampleCount = 10666

[[aiPlaybook.delegatedTasks]]
task = "Provide students with information on such topics as college degree programs and admission requirements, financial aid opportunities, trade and technical schools, and apprenticeship programs."
usagePercent = 0.044305538192274035
collaboration = "directive"
autonomyMedian = 3
sampleCount = 443

[[aiPlaybook.delegatedTasks]]
task = "Teach classes and present self-help or information sessions on subjects related to education and career planning."
usagePercent = 0.04320540067508438
collaboration = "learning"
autonomyMedian = 4
sampleCount = 432

[[aiPlaybook.delegatedTasks]]
task = "Counsel students regarding educational issues, such as course and program selection, class scheduling and registration, school adjustment, truancy, study habits, and career planning."
usagePercent = 0.042905363170396296
collaboration = "task iteration"
autonomyMedian = 4
sampleCount = 429

[[aiPlaybook.delegatedTasks]]
task = "Counsel individuals to help them understand and overcome personal, social, or behavioral problems affecting their educational or vocational situations."
usagePercent = 0.03260407550943868
collaboration = "learning"
autonomyMedian = 4
sampleCount = 326

[[aiPlaybook.delegatedTasks]]
task = "Compile and study occupational, educational, and economic information to assist counselees in determining and carrying out vocational and educational objectives."
usagePercent = 0.024203025378172274
collaboration = "directive"
autonomyMedian = 4
sampleCount = 242

[[aiPlaybook.delegatedTasks]]
task = "Evaluate students' or individuals' abilities, interests, and personality characteristics using tests, records, interviews, or professional sources."
usagePercent = 0.019202400300037503
collaboration = "directive"
autonomyMedian = 4
sampleCount = 192

[[aiPlaybook.delegatedTasks]]
task = "Provide information for teachers and staff members involved in helping students or graduates identify and pursue employment opportunities."
usagePercent = 0.008201025128141018
collaboration = "directive"
autonomyMedian = 4
sampleCount = 82

[[aiPlaybook.boundaryTasks]]
task = "Provide students with information on such topics as college degree programs and admission requirements, financial aid opportunities, trade and technical schools, and apprenticeship programs."
humanNeededPercent = 99.54853273137697
sampleCount = 443

[[aiPlaybook.boundaryTasks]]
task = "Instruct individuals in career development techniques such as job search and application strategies, resume writing, and interview skills."
humanNeededPercent = 98.29364335270955
sampleCount = 10666

[[aiPlaybook.boundaryTasks]]
task = "Counsel students regarding educational issues, such as course and program selection, class scheduling and registration, school adjustment, truancy, study habits, and career planning."
humanNeededPercent = 98.13519813519814
sampleCount = 429

[[aiPlaybook.boundaryTasks]]
task = "Refer qualified counselees to employers or employment services for job placement."
humanNeededPercent = 97.82608695652173
sampleCount = 46

[[aiPlaybook.boundaryTasks]]
task = "Plan and promote career and employment-related programs and events, such as career planning presentations, work-experience programs, job fairs, and career workshops."
humanNeededPercent = 97.77777777777777
sampleCount = 45

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

[[aiPlaybook.seedPrompts]]
prompt = "Let's work through this together, step by step: instruct individuals in career development techniques such as job search and application strategies, resume writing, and interview skills. I'll give feedback as we go."
collaboration = "task iteration"

[[aiPlaybook.seedPrompts]]
prompt = "Do this for me: provide students with information on such topics as college degree programs and admission requirements, financial aid opportunities, trade and technical schools, and apprenticeship programs. Give me a finished draft I can review and adjust."
collaboration = "directive"

[[aiPlaybook.seedPrompts]]
prompt = "Teach me how to teach classes and present self-help or information sessions on subjects related to education and career planning, then check my work as I try it myself."
collaboration = "learning"

[[aiPlaybook.seedPrompts]]
prompt = "Let's work through this together, step by step: counsel students regarding educational issues, such as course and program selection, class scheduling and registration, school adjustment, truancy, study habits, and career planning. I'll give feedback as we go."
collaboration = "task iteration"

[[aiPlaybook.seedPrompts]]
prompt = "Teach me how to counsel individuals to help them understand and overcome personal, social, or behavioral problems affecting their educational or vocational situations, then check my work as I try it myself."
collaboration = "learning"

[counts]
tasks = 35
skills = 57
capabilities = 120
tools = 76
relatedRoles = 20

[source]
dataset = "gold.onet_role_starter_surface"
version = "30.3"
generatedAt = "2026-06-02T21:00:32.945303+00:00"
contentHash = "df67e38570f8ab76"

[[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.n"

[[tasks]]
text = "Counsel students regarding educational issues, such as course and program selection, class scheduling and registration, school adjustment, truancy, study habits, and career planning."
type = "Core"
iwa = "4.A.4.b.6.g"

[[tasks]]
text = "Counsel individuals or groups to help them understand and overcome personal, social, or behavioral problems affecting their educational or vocational situations."
type = "Core"
iwa = "4.A.4.b.6.g"

[[tasks]]
text = "Provide crisis intervention to students when difficult situations occur at schools."
type = "Core"
iwa = "4.A.4.b.6.j"

[[tasks]]
text = "Review transcripts to ensure that students meet graduation or college entrance requirements, and write letters of recommendation."
type = "Core"
iwa = "4.A.2.a.1.a"

[[tasks]]
text = "Identify cases of domestic abuse or other family problems and encourage students or parents to seek additional assistance from mental health professionals."
type = "Supplemental"
iwa = "4.A.2.a.1.a"

[[tasks]]
text = "Refer students to outside counseling services."
type = "Core"
iwa = "4.A.4.a.5.a"

[[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.6.g"

[[tasks]]
text = "Confer with parents or guardians, teachers, administrators, and other professionals to discuss children's progress, resolve behavioral, academic, and other problems, and to determine priorities for students and their resource needs."
type = "Supplemental"
iwa = "4.A.4.a.1.e"

[[tasks]]
text = "Refer students to degree programs based on interests, aptitudes, or educational assessments."
type = "Core"
iwa = "4.A.4.a.5.a"

[[tasks]]
text = "Evaluate students' or individuals' abilities, interests, and personality characteristics, using tests, records, interviews, or professional sources."
type = "Core"
iwa = "4.A.2.a.1.a"

[[tasks]]
text = "Provide special services such as alcohol and drug prevention programs and classes that teach students to handle conflicts without resorting to violence."
type = "Supplemental"
iwa = "4.A.2.b.2.l"

[[activities]]
name = "Confer with family members to discuss client treatment plans or progress."
iwa = "4.A.4.a.1.e"

[[activities]]
name = "Collaborate with other professionals to assess client needs or plan treatments."
iwa = "4.A.4.a.2.d"

[[activities]]
name = "Evaluate characteristics of individuals to determine needs or eligibility."
iwa = "4.A.2.a.1.a"

[[activities]]
name = "Evaluate potential problems in home or work environments of clients."
iwa = "4.A.2.a.1.a"

[[activities]]
name = "Counsel clients regarding interpersonal issues."
iwa = "4.A.4.b.6.j"

[[activities]]
name = "Counsel clients regarding educational or vocational issues."
iwa = "4.A.4.b.6.g"

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

[[activities]]
name = "Observe individuals' activities to gather information or compile evidence."
iwa = "4.A.1.a.1.o"

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

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

[[activities]]
name = "Maintain professional social services knowledge."
iwa = "4.A.2.b.3.a"

[[activities]]
name = "Plan programs to address community mental wellness needs."
iwa = "4.A.2.b.2.n"

[[activities]]
name = "Present social services program information to the public."
iwa = "4.A.4.a.3.b"

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

[[activities]]
name = "Develop working relationships with others to facilitate program activities."
iwa = "4.A.4.a.4.a"

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

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

[[activities]]
name = "Supervise workers providing client or patient services."
iwa = "4.A.4.b.4.a"

[[activities]]
name = "Counsel clients or patients regarding personal issues."
iwa = "4.A.4.b.6.j"

[[activities]]
name = "Help clients get needed services or resources."
iwa = "4.A.4.a.5.a"

[[activities]]
name = "Complete documentation required by programs or regulations."
iwa = "4.A.3.b.6.n"

[[activities]]
name = "Intervene in crisis situations to assist clients."
iwa = "4.A.4.b.6.j"

[[activities]]
name = "Lead classes or community events."
iwa = "4.A.4.b.3.b"

[[activities]]
name = "Interview clients to gather information about their backgrounds, needs, or progress."
iwa = "4.A.1.a.1.w"

[[activities]]
name = "Write reports or evaluations."
iwa = "4.A.3.b.6.c"

[[activities]]
name = "Assess individual or community needs for educational or social services."
iwa = "4.A.2.a.1.a"

[[activities]]
name = "Refer individuals to educational or work programs."
iwa = "4.A.4.a.5.a"

[[activities]]
name = "Refer clients to community or social service programs."
iwa = "4.A.4.a.5.a"

[[activities]]
name = "Teach life skills or strategies to clients or their families."
iwa = "4.A.4.b.3.a"

[[activities]]
name = "Compile data or documentation."
iwa = "4.A.2.a.2.c"

[[activities]]
name = "Analyze market conditions or trends."
iwa = "4.A.2.a.4.b"

[[activities]]
name = "Update professional knowledge."
iwa = "4.A.2.b.3.a"

[[activities]]
name = "Advise others on social or educational issues."
iwa = "4.A.4.b.6.g"

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

[[activities]]
name = "Assist clients in handling details of daily life."
iwa = "4.A.4.a.5.i"

[[capabilities]]
name = "Active Listening"
family = "essential_skill"
value = 4.38

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

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

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

[[capabilities]]
name = "Social Perceptiveness"
family = "transferable_skill"
value = 4.12

[[capabilities]]
name = "Customer and Personal Service"
family = "knowledge"
value = 4.06

[[capabilities]]
name = "Service Orientation"
family = "transferable_skill"
value = 4

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

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

[[capabilities]]
name = "English Language"
family = "knowledge"
value = 3.9

[[capabilities]]
name = "Reading Comprehension"
family = "essential_skill"
value = 3.88

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

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

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

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

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

[[capabilities]]
name = "Complex Problem Solving"
family = "transferable_skill"
value = 3.75

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

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

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

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

[[capabilities]]
name = "Coordination"
family = "transferable_skill"
value = 3.62

[[capabilities]]
name = "Persuasion"
family = "transferable_skill"
value = 3.62

[[capabilities]]
name = "Instructing"
family = "transferable_skill"
value = 3.62

[[capabilities]]
name = "Judgment and Decision Making"
family = "transferable_skill"
value = 3.62

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

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

[[capabilities]]
name = "Therapy and Counseling"
family = "knowledge"
value = 3.59

[[capabilities]]
name = "Education and Training"
family = "knowledge"
value = 3.44

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

[[capabilities]]
name = "Information Ordering"
family = "ability"
value = 3.38

[[capabilities]]
name = "Near Vision"
family = "ability"
value = 3.38

[[capabilities]]
name = "Psychology"
family = "knowledge"
value = 3.14

[[capabilities]]
name = "Time Management"
family = "transferable_skill"
value = 3.12

[[capabilities]]
name = "Originality"
family = "ability"
value = 3.12

[[capabilities]]
name = "Category Flexibility"
family = "ability"
value = 3.12

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

[[capabilities]]
name = "Administrative"
family = "knowledge"
value = 3.11

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

[[skills]]
name = "Microsoft Internet Explorer"
type = "Common Skill"

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

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

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

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

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

[[skills]]
name = "Google Classroom"
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 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 Docs"
category = "Word processing 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 SQL Server Reporting Services SSRS"
category = "Data base reporting software"
hot = true
inDemand = false

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

[[tools]]
example = "Oracle PeopleSoft"
category = "Enterprise resource planning ERP software"
hot = true
inDemand = false

[[tools]]
example = "ACT Discover"
category = "Data base user interface and query software"
hot = false
inDemand = false

[[tools]]
example = "ACT WorkKeys"
category = "Analytical or scientific software"
hot = false
inDemand = false

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

[[tools]]
example = "Athena Software Penelope Case Management"
category = "Medical software"
hot = false
inDemand = false

[[tools]]
example = "Blackbaud The Raiser's Edge"
category = "Customer relationship management CRM software"
hot = false
inDemand = false

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

[[tools]]
example = "Blackboard Wimba"
category = "Presentation software"
hot = false
inDemand = false

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

[[tools]]
example = "Career Cruising"
category = "Data base user interface and query software"
hot = false
inDemand = false

[[tools]]
example = "Career decision-making programs"
category = "Data base user interface and query software"
hot = false
inDemand = false

[[tools]]
example = "Career Dimensions Focus 2"
category = "Analytical or scientific software"
hot = false
inDemand = false

[[tools]]
example = "Career management systems CMS"
category = "Data base user interface and query software"
hot = false
inDemand = false

[[tools]]
example = "Career Zone"
category = "Data base user interface and query software"
hot = false
inDemand = false

[[tools]]
example = "Centers for Disease Control and Prevention CDC WONDER"
category = "Data base user interface and query software"
hot = false
inDemand = false

[[tools]]
example = "Centers for Disease Control and Prevention Epi Info"
category = "Analytical or scientific software"
hot = false
inDemand = false

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

[[tools]]
example = "Coin Educational Products Climb K-5 Online"
category = "Data base user interface and query software"
hot = false
inDemand = false

[[tools]]
example = "Coin Educational Products Coin Jr."
category = "Data base user interface and query software"
hot = false
inDemand = false

[[tools]]
example = "College Central Network Career Services Central"
category = "Data base user interface and query software"
hot = false
inDemand = false

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

[[tools]]
example = "Computer-assisted career guidance software"
category = "Data base user interface and query software"
hot = false
inDemand = false

[[tools]]
example = "Computer-assisted live supervision"
category = "Network monitoring software"
hot = false
inDemand = false

[[tools]]
example = "Computerized diagnostic programs"
category = "Analytical or scientific software"
hot = false
inDemand = false

[[tools]]
example = "Computerized statistical packages"
category = "Analytical or scientific software"
hot = false
inDemand = false

[[tools]]
example = "Computerized testing programs"
category = "Analytical or scientific software"
hot = false
inDemand = false

[[tools]]
example = "Counseling software"
category = "Analytical or scientific software"
hot = false
inDemand = false

[[tools]]
example = "Database application software"
category = "Data base user interface and query software"
hot = false
inDemand = false

[[workContext]]
name = "Face-to-Face Discussions with Individuals and Within Teams"
value = 4.98

[[workContext]]
name = "Telephone Conversations"
value = 4.95

[[workContext]]
name = "E-Mail"
value = 4.93

[[workContext]]
name = "Contact With Others"
value = 4.87

[[workContext]]
name = "Work With or Contribute to a Work Group or Team"
value = 4.85

[[workContext]]
name = "Indoors, Environmentally Controlled"
value = 4.66

[[workContext]]
name = "Coordinate or Lead Others in Accomplishing Work Activities"
value = 4.6

[[workContext]]
name = "Spend Time Sitting"
value = 4.27

[[workContext]]
name = "Impact of Decisions on Co-workers or Company Results"
value = 4.16

[[workContext]]
name = "Determine Tasks, Priorities and Goals"
value = 4.15

[[workContext]]
name = "Conflict Situations"
value = 4.11

[[workContext]]
name = "Deal With External Customers or the Public in General"
value = 4.09

[[workContext]]
name = "Freedom to Make Decisions"
value = 4.01

[[workContext]]
name = "Importance of Being Exact or Accurate"
value = 3.99

[[workContext]]
name = "Frequency of Decision Making"
value = 3.92

[[workContext]]
name = "Dealing With Unpleasant, Angry, or Discourteous People"
value = 3.76

[[workContext]]
name = "Time Pressure"
value = 3.76

[[workContext]]
name = "Importance of Repeating Same Tasks"
value = 3.44

[[workContext]]
name = "Physical Proximity"
value = 3.42

[[workContext]]
name = "Written Letters and Memos"
value = 3.23

[[workContext]]
name = "Consequence of Error"
value = 2.96

[[workContext]]
name = "Health and Safety of Other Workers"
value = 2.8

[[workContext]]
name = "Work Outcomes and Results of Other Workers"
value = 2.8

[[workContext]]
name = "Level of Competition"
value = 2.76

[[workContext]]
name = "Exposed to Sounds, Noise Levels that are Distracting or Uncomfortable"
value = 2.75

[[workContext]]
name = "Public Speaking"
value = 2.69

[[workContext]]
name = "Spend Time Making Repetitive Motions"
value = 2.32

[[workContext]]
name = "Spend Time Standing"
value = 2.26

[[workContext]]
name = "Exposed to Disease or Infections"
value = 2.19

[[workContext]]
name = "Spend Time Using Your Hands to Handle, Control, or Feel Objects, Tools, or Controls"
value = 2.18

[[workContext]]
name = "Dealing with Violent or Physically Aggressive People"
value = 2.03

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

[[workContext]]
name = "Exposed to Extremely Bright or Inadequate Lighting Conditions"
value = 1.65

[[workContext]]
name = "Exposed to Contaminants"
value = 1.62

[[workContext]]
name = "Spend Time Bending or Twisting Your Body"
value = 1.54

[[workContext]]
name = "Degree of Automation"
value = 1.52

[[workContext]]
name = "In an Enclosed Vehicle or Operate Enclosed Equipment"
value = 1.4

[[workContext]]
name = "Outdoors, Under Cover"
value = 1.39

[[workContext]]
name = "Exposed to Very Hot or Cold Temperatures"
value = 1.34

[[workContext]]
name = "Spend Time Kneeling, Crouching, Stooping, or Crawling"
value = 1.34

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

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

[[personFit]]
name = "Professional Advising"
family = "specific_interest_area"
value = 7

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

[[personFit]]
name = "Social Service"
family = "specific_interest_area"
value = 6.6

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

[[personFit]]
name = "Personal Service"
family = "specific_interest_area"
value = 5

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

[[personFit]]
name = "Teaching/Education"
family = "specific_interest_area"
value = 4.85

[[personFit]]
name = "Public Speaking"
family = "specific_interest_area"
value = 4.29

[[personFit]]
name = "Conventional"
family = "career_interest_type"
value = 4.09

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

[[personFit]]
name = "Enterprising"
family = "career_interest_type"
value = 3.92

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

[[personFit]]
name = "Investigative"
family = "career_interest_type"
value = 3.3

[[personFit]]
name = "Artistic"
family = "career_interest_type"
value = 3.13

[[relatedRoles]]
socCode = "21-1015.00"
slug = "role-21-1015-00"
title = "Rehabilitation Counselors"
tier = "Primary-Short"

[[relatedRoles]]
socCode = "19-3034.00"
slug = "role-19-3034-00"
title = "School Psychologists"
tier = "Primary-Short"

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

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

[[relatedRoles]]
socCode = "21-1021.00"
slug = "role-21-1021-00"
title = "Child, Family, and School Social Workers"
tier = "Primary-Short"

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

[[relatedRoles]]
socCode = "21-1093.00"
slug = "role-21-1093-00"
title = "Social and Human Service Assistants"
tier = "Primary-Long"

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

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

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

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

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

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

[[careerClusters]]
cluster = "Healthcare & Human Services"
slug = "healthcare-human-services"

[[studyPrograms]]
title = "Business, Management, Marketing, and Related Support Services"
slug = "business-management-marketing-and-related-support-services"

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

[[studyPrograms]]
title = "Psychology"
slug = "psychology"

[[aiSignals]]
source = "frey_osborne"
label = "Computerization probability"
score = 0.0085
scale = "0-1 probability"
release = "2013-baseline-2016-employment-snapshot"

[[aiSignals]]
source = "felten_aioe"
label = "AI occupational exposure"
score = 0.9739287
scale = "relative exposure score"
release = "2021-plus-generative-ai-workbooks"

[[aiSignals]]
source = "felten_image_generation_aioe"
label = "Image generation occupational exposure"
score = 0.428781
scale = "relative exposure score"
release = "2021-plus-generative-ai-workbooks"

[[aiSignals]]
source = "felten_language_modeling_aioe"
label = "Language modeling occupational exposure"
score = 1.196385
scale = "relative exposure score"
release = "2021-plus-generative-ai-workbooks"
