entityType = "role"
schemaVersion = "role.v1"
slug = "role-27-2022-00"
socCode = "27-2022.00"
title = "Coaches and Scouts"
summary = "Instruct or coach groups or individuals in the fundamentals of sports for the primary purpose of competition. Demonstrate techniques and methods of participation. May evaluate athletes' strengths and weaknesses as possible recruits or to improve the athletes' technique to prepare them for competition. Those required to hold teaching certifications should be reported in the appropriate teaching category."
aliases = ["Basketball Coach", "Coach", "Football Coach", "Track and Field Coach", "Baseball Coach", "Cross Country Coach", "Gymnastics Coach", "Soccer Coach", "Softball Coach", "Volleyball Coach", "Athletic Coach", "Athletic Instructor"]
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 = 48.89

[[preparation.educationDistribution]]
label = "Master's Degree"
percentage = 19.37

[[preparation.educationDistribution]]
label = "Associate's Degree (or other 2-year degree)"
percentage = 17.41

[[preparation.educationDistribution]]
label = "High School Diploma"
percentage = 8.86

[[preparation.educationDistribution]]
label = "Less than a High School Diploma"
percentage = 3.65

[[preparation.educationDistribution]]
label = "Doctoral Degree"
percentage = 1.81

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

[market]
medianWage = 45920
meanWage = 58910
pct10Wage = 27490
pct25Wage = 33960
pct75Wage = 61930
pct90Wage = 93980
employment = 250940
areaTitle = "U.S."

[industries]
count = 14

[[industries.top]]
naics = "61"
slug = "61"
title = "Educational Services"
level = "Sector"
employment = 174730
medianWage = 45810
lq = 7.87

[[industries.top]]
naics = "71"
slug = "71"
title = "Arts, Entertainment, and Recreation"
level = "Sector"
employment = 63720
medianWage = 46550
lq = 14.82

[[industries.top]]
naics = "713940"
slug = "713940"
title = "Fitness and Recreational Sports Centers"
level = "National industry"
employment = 23930
medianWage = 41620
lq = 23.32

[[industries.top]]
naics = "81"
slug = "81"
title = "Other Services (except Public Administration)"
level = "Sector"
employment = 5940
medianWage = 41780
lq = 0.82

[[industries.top]]
naics = "56"
slug = "56"
title = "Administrative and Support and Waste Management and Remediation Services"
level = "Sector"
employment = 800
medianWage = 62410
lq = 0.05

[[industries.top]]
naics = "62"
slug = "62"
title = "Health Care and Social Assistance"
level = "Sector"
employment = 710
medianWage = 47410
lq = 0.02

[[industries.top]]
naics = "72"
slug = "72"
title = "Accommodation and Food Services"
level = "Sector"
employment = 710
medianWage = 52360
lq = 0.03

[[industries.top]]
naics = "44-45"
slug = "44-45"
title = "Retail Trade"
level = "Sector"
employment = 70
medianWage = 37160

[[industries.top]]
naics = "459110"
slug = "459110"
title = "Sporting Goods Retailers"
level = "National industry"
employment = 70
medianWage = 37240

[[industries.top]]
naics = "51"
slug = "51"
title = "Information"
level = "Sector"
medianWage = 101210

[[industries.top]]
naics = "53"
slug = "53"
title = "Real Estate and Rental and Leasing"
level = "Sector"
medianWage = 49810

[[industries.top]]
naics = "55"
slug = "55"
title = "Management of Companies and Enterprises"
level = "Sector"
medianWage = 37410

[[industries.concentrated]]
naics = "713940"
slug = "713940"
title = "Fitness and Recreational Sports Centers"
level = "National industry"
employment = 23930
lq = 23.32

[[industries.concentrated]]
naics = "71"
slug = "71"
title = "Arts, Entertainment, and Recreation"
level = "Sector"
employment = 63720
lq = 14.82

[[industries.concentrated]]
naics = "61"
slug = "61"
title = "Educational Services"
level = "Sector"
employment = 174730
lq = 7.87

[[industries.concentrated]]
naics = "81"
slug = "81"
title = "Other Services (except Public Administration)"
level = "Sector"
employment = 5940
lq = 0.82

[[industries.concentrated]]
naics = "56"
slug = "56"
title = "Administrative and Support and Waste Management and Remediation Services"
level = "Sector"
employment = 800
lq = 0.05

[[industries.concentrated]]
naics = "72"
slug = "72"
title = "Accommodation and Food Services"
level = "Sector"
employment = 710
lq = 0.03

[[industries.concentrated]]
naics = "62"
slug = "62"
title = "Health Care and Social Assistance"
level = "Sector"
employment = 710
lq = 0.02

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

[aiOutlook.index]
value = 51
percentile = 51
band = "Moderate"
version = "ai-exposure-index-v1"
componentCount = 3

[[aiOutlook.index.components]]
percentile = 51
source = "felten_aioe"

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

[[aiOutlook.index.components]]
percentile = 58
source = "microsoft_working_with_ai"

[aiOutlook.freyHistorical]
source = "frey"
label = "Computerization probability (Frey & Osborne, 2013)"
value = 0.013
percentile = 8
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 = 0.06666666666666667
beta = 0.3
gamma = 0.5333333333333333

[aiOutlook.bls]
growthPercent = 6.4
growthPercentile = 83
direction = "About average"
annualOpeningsThousands = 41.8
annualOpeningsPercentile = 88
employment2024Thousands = 306.5
employment2034Thousands = 326

[[aiOutlook.exposure]]
source = "felten_aioe"
label = "Overall AI exposure (Felten et al.)"
value = 0.1168668
percentile = 51
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 = 0.5333333333333333
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 = 0.16944716004958688
percentile = 58
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 = "Explain and enforce safety rules and regulations."
usagePercent = 0.006778714016326431
importance = 4.08

[[aiOutlook.usageTasks]]
task = "Explain and demonstrate the use of sports and training equipment, such as trampolines or weights."
usagePercent = 0.004313727101298638
importance = 3.59

[[aiOutlook.usageTasks]]
task = "Instruct individuals or groups in sports rules, game strategies, and performance principles, such as specific ways of moving the body, hands, or feet, to achieve desired results."
usagePercent = 0.003286649220037057
importance = 4.41

[[aiOutlook.usageTasks]]
task = "Provide training direction, encouragement, motivation, and nutritional advice to prepare athletes for games, competitive events, or tours."
usagePercent = 0.002567694703153951
importance = 4.5

[[aiOutlook.usageTasks]]
task = "Plan and direct physical conditioning programs that will enable athletes to achieve maximum performance."
usagePercent = 0.0022595713387754766
importance = 4.19

[[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 = 8
taskCount = 10
totalSample = 709
autonomyMedian = 4
dominantCollaboration = "learning"
automationShare = 28.65
augmentationShare = 55.19
workUsePercent = 5.34
release = "2026-01-15-v4-plus-2025-03-27-v2"

[[aiPlaybook.collaboration]]
label = "learning"
percent = 27.9

[[aiPlaybook.collaboration]]
label = "task iteration"
percent = 25

[[aiPlaybook.collaboration]]
label = "directive"
percent = 19.66

[[aiPlaybook.collaboration]]
label = "feedback loop"
percent = 8.99

[[aiPlaybook.collaboration]]
label = "validation"
percent = 2.29

[[aiPlaybook.useCase]]
label = "personal"
percent = 80.95

[[aiPlaybook.useCase]]
label = "work"
percent = 5.34

[[aiPlaybook.useCase]]
label = "coursework"
percent = 5.03

[[aiPlaybook.delegatedTasks]]
task = "Instruct individuals or groups in sports rules, game strategies, and performance principles, such as specific ways of moving the body, hands, or feet, to achieve desired results."
usagePercent = 0.02160270033754219
collaboration = "learning"
autonomyMedian = 4
sampleCount = 216

[[aiPlaybook.delegatedTasks]]
task = "Provide training direction, encouragement, motivation, and nutritional advice to prepare athletes for games, competitive events, or tours."
usagePercent = 0.012501562695336917
collaboration = "task iteration"
autonomyMedian = 4
sampleCount = 125

[[aiPlaybook.delegatedTasks]]
task = "Plan and direct physical conditioning programs that will enable athletes to achieve maximum performance."
usagePercent = 0.01050131266408301
collaboration = "task iteration"
autonomyMedian = 4
sampleCount = 105

[[aiPlaybook.delegatedTasks]]
task = "Plan, organize, and conduct practice sessions."
usagePercent = 0.005100637579697462
collaboration = "task iteration"
autonomyMedian = 4
sampleCount = 51

[[aiPlaybook.delegatedTasks]]
task = "Explain and demonstrate the use of sports and training equipment, such as trampolines or weights."
usagePercent = 0.004800600075009376
collaboration = "learning"
autonomyMedian = 4
sampleCount = 48

[[aiPlaybook.delegatedTasks]]
task = "Teach instructional courses and advise students."
usagePercent = 0.0043005375671959
collaboration = "directive"
autonomyMedian = 4
sampleCount = 43

[[aiPlaybook.delegatedTasks]]
task = "Explain and enforce safety rules and regulations."
usagePercent = 0.0037004625578197278
collaboration = "learning"
autonomyMedian = 3
sampleCount = 37

[[aiPlaybook.delegatedTasks]]
task = "Evaluate athletes' skills and review performance records to determine their fitness and potential in a particular area of athletics."
usagePercent = 0.0031003875484435553
autonomyMedian = 4
sampleCount = 31

[[aiPlaybook.boundaryTasks]]
task = "Explain and enforce safety rules and regulations."
humanNeededPercent = 100
sampleCount = 37

[[aiPlaybook.boundaryTasks]]
task = "Explain and demonstrate the use of sports and training equipment, such as trampolines or weights."
humanNeededPercent = 97.91666666666666
sampleCount = 48

[[aiPlaybook.boundaryTasks]]
task = "Teach instructional courses and advise students."
humanNeededPercent = 97.67441860465115
sampleCount = 43

[[aiPlaybook.boundaryTasks]]
task = "Plan, organize, and conduct practice sessions."
humanNeededPercent = 96.07843137254902
sampleCount = 51

[[aiPlaybook.boundaryTasks]]
task = "Provide training direction, encouragement, motivation, and nutritional advice to prepare athletes for games, competitive events, or tours."
humanNeededPercent = 92.80000000000001
sampleCount = 125

[[aiPlaybook.boundaryTasks]]
task = "Instruct individuals or groups in sports rules, game strategies, and performance principles, such as specific ways of moving the body, hands, or feet, to achieve desired results."
humanNeededPercent = 92.5925925925926
sampleCount = 216

[[aiPlaybook.seedPrompts]]
prompt = "Teach me how to instruct individuals or groups in sports rules, game strategies, and performance principles, such as specific ways of moving the body, hands, or feet, to achieve desired results, then check my work as I try it myself."
collaboration = "learning"

[[aiPlaybook.seedPrompts]]
prompt = "Let's work through this together, step by step: provide training direction, encouragement, motivation, and nutritional advice to prepare athletes for games, competitive events, or tours. I'll give feedback as we go."
collaboration = "task iteration"

[[aiPlaybook.seedPrompts]]
prompt = "Let's work through this together, step by step: plan and direct physical conditioning programs that will enable athletes to achieve maximum performance. I'll give feedback as we go."
collaboration = "task iteration"

[[aiPlaybook.seedPrompts]]
prompt = "Let's work through this together, step by step: plan, organize, and conduct practice sessions. I'll give feedback as we go."
collaboration = "task iteration"

[[aiPlaybook.seedPrompts]]
prompt = "Teach me how to explain and demonstrate the use of sports and training equipment, such as trampolines or weights, then check my work as I try it myself."
collaboration = "learning"

[counts]
tasks = 27
skills = 46
capabilities = 120
tools = 39
relatedRoles = 20

[source]
dataset = "gold.onet_role_starter_surface"
version = "30.3"
generatedAt = "2026-06-02T21:00:32.945303+00:00"
contentHash = "05d68db2c4514921"

[[tasks]]
text = "Plan, organize, and conduct practice sessions."
type = "Core"
iwa = "4.A.4.b.1.d"

[[tasks]]
text = "Provide training direction, encouragement, motivation, and nutritional advice to prepare athletes for games, competitive events, or tours."
type = "Core"
iwa = "4.A.4.b.3.d"

[[tasks]]
text = "Adjust coaching techniques, based on the strengths and weaknesses of athletes."
type = "Core"
iwa = "4.A.4.b.5.a"

[[tasks]]
text = "Instruct individuals or groups in sports rules, game strategies, and performance principles, such as specific ways of moving the body, hands, or feet, to achieve desired results."
type = "Core"
iwa = "4.A.4.b.3.d"

[[tasks]]
text = "Plan strategies and choose team members for individual games or sports seasons."
type = "Core"
iwa = "4.A.4.c.2.a"

[[tasks]]
text = "Monitor the academic eligibility of student athletes."
type = "Core"
iwa = "4.A.1.a.2.f"

[[tasks]]
text = "Counsel student athletes on academic, athletic, and personal issues."
type = "Core"
iwa = "4.A.4.b.5.a"

[[tasks]]
text = "Analyze the strengths and weaknesses of opposing teams to develop game strategies."
type = "Core"
iwa = "4.A.2.a.1.d"

[[tasks]]
text = "Coordinate travel arrangements and travel with team to away contests."
type = "Core"
iwa = "4.A.4.b.4.j"

[[tasks]]
text = "Plan and direct physical conditioning programs that will enable athletes to achieve maximum performance."
type = "Supplemental"
iwa = "4.A.4.b.1.d"

[[tasks]]
text = "Evaluate athletes' skills and review performance records to determine their fitness and potential in a particular area of athletics."
type = "Core"
iwa = "4.A.2.a.1.d"

[[tasks]]
text = "Identify and recruit potential athletes by sending recruitment letters, meeting with recruits, and arranging and offering incentives, such as athletic scholarships."
type = "Supplemental"
iwa = "4.A.4.c.2.a"

[[activities]]
name = "Coordinate athletic or sporting events or activities."
iwa = "4.A.4.b.1.d"

[[activities]]
name = "Select staff, team members, or performers."
iwa = "4.A.4.c.2.a"

[[activities]]
name = "Coach others."
iwa = "4.A.4.b.5.a"

[[activities]]
name = "Evaluate skills of athletes or performers."
iwa = "4.A.2.a.1.d"

[[activities]]
name = "Train others on performance techniques."
iwa = "4.A.4.b.3.d"

[[activities]]
name = "Maintain knowledge of laws or regulations."
iwa = "4.A.2.b.3.a"

[[activities]]
name = "Monitor performance of organizational members or partners."
iwa = "4.A.1.a.2.f"

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

[[activities]]
name = "Advise athletes, coaches, or trainers on exercise regimens, nutrition, or equipment use."
iwa = "4.A.4.b.6.f"

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

[[activities]]
name = "Maintain inventories of materials, equipment, or products."
iwa = "4.A.4.c.3.a"

[[activities]]
name = "Provide educational information to the public."
iwa = "4.A.4.a.3.b"

[[activities]]
name = "Coordinate logistics for productions or events."
iwa = "4.A.4.b.4.j"

[[activities]]
name = "Maintain records, documents, or other files."
iwa = "4.A.3.b.6.h"

[[activities]]
name = "Promote products, activities, or organizations."
iwa = "4.A.4.a.6.c"

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

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

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

[[activities]]
name = "Participate in staffing decisions."
iwa = "4.A.4.c.2.a"

[[activities]]
name = "Recruit personnel."
iwa = "4.A.4.c.2.a"

[[activities]]
name = "Manage operations of artistic or entertainment departments or organizations."
iwa = "4.A.4.b.4.j"

[[capabilities]]
name = "Instructing"
family = "transferable_skill"
value = 4.75

[[capabilities]]
name = "Oral Expression"
family = "ability"
value = 4.62

[[capabilities]]
name = "Speaking"
family = "essential_skill"
value = 4.38

[[capabilities]]
name = "Learning Strategies"
family = "essential_skill"
value = 4.12

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

[[capabilities]]
name = "Oral Comprehension"
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 = "Critical Thinking"
family = "essential_skill"
value = 4

[[capabilities]]
name = "Social Perceptiveness"
family = "transferable_skill"
value = 4

[[capabilities]]
name = "Judgment and Decision Making"
family = "transferable_skill"
value = 4

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

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

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

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

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

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

[[capabilities]]
name = "Systems Analysis"
family = "transferable_skill"
value = 3.88

[[capabilities]]
name = "Time Management"
family = "transferable_skill"
value = 3.88

[[capabilities]]
name = "Management of Personnel Resources"
family = "transferable_skill"
value = 3.88

[[capabilities]]
name = "Originality"
family = "ability"
value = 3.88

[[capabilities]]
name = "Information Ordering"
family = "ability"
value = 3.88

[[capabilities]]
name = "Education and Training"
family = "knowledge"
value = 3.83

[[capabilities]]
name = "Service Orientation"
family = "transferable_skill"
value = 3.75

[[capabilities]]
name = "Written Comprehension"
family = "ability"
value = 3.75

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

[[capabilities]]
name = "English Language"
family = "knowledge"
value = 3.69

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

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

[[capabilities]]
name = "Systems Evaluation"
family = "transferable_skill"
value = 3.62

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

[[capabilities]]
name = "Administration and Management"
family = "knowledge"
value = 3.58

[[capabilities]]
name = "Psychology"
family = "knowledge"
value = 3.56

[[capabilities]]
name = "Customer and Personal Service"
family = "knowledge"
value = 3.52

[[capabilities]]
name = "Written Expression"
family = "ability"
value = 3.5

[[capabilities]]
name = "Visualization"
family = "ability"
value = 3.38

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

[[skills]]
name = "Video Editing Software"
type = "Specialized Skill"

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

[[tools]]
example = "Google Drive"
category = "Cloud-based data access and sharing software"
hot = false
inDemand = false

[[tools]]
example = "Google Meet"
category = "Video conferencing software"
hot = false
inDemand = false

[[tools]]
example = "Graphics creation software"
category = "Graphics or photo imaging software"
hot = false
inDemand = false

[[tools]]
example = "GroupMe"
category = "Instant messaging software"
hot = false
inDemand = false

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

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

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

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

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

[[tools]]
example = "Pear Deck"
category = "Presentation software"
hot = false
inDemand = false

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

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

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

[[tools]]
example = "Screencast-O-Matic"
category = "Video creation and editing software"
hot = false
inDemand = false

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

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

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

[[tools]]
example = "Twitter"
category = "Instant messaging software"
hot = false
inDemand = false

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

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

[[tools]]
example = "Video file conversion software"
category = "Data conversion software"
hot = false
inDemand = false

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

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

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

[[workContext]]
name = "Contact With Others"
value = 4.75

[[workContext]]
name = "E-Mail"
value = 4.66

[[workContext]]
name = "Work With or Contribute to a Work Group or Team"
value = 4.44

[[workContext]]
name = "Indoors, Environmentally Controlled"
value = 4.3

[[workContext]]
name = "Face-to-Face Discussions with Individuals and Within Teams"
value = 4.22

[[workContext]]
name = "Determine Tasks, Priorities and Goals"
value = 4.16

[[workContext]]
name = "Frequency of Decision Making"
value = 4.09

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

[[workContext]]
name = "Public Speaking"
value = 3.98

[[workContext]]
name = "Physical Proximity"
value = 3.94

[[workContext]]
name = "Level of Competition"
value = 3.92

[[workContext]]
name = "Spend Time Standing"
value = 3.75

[[workContext]]
name = "Conflict Situations"
value = 3.67

[[workContext]]
name = "Time Pressure"
value = 3.67

[[workContext]]
name = "Telephone Conversations"
value = 3.63

[[workContext]]
name = "Importance of Being Exact or Accurate"
value = 3.62

[[workContext]]
name = "Coordinate or Lead Others in Accomplishing Work Activities"
value = 3.56

[[workContext]]
name = "Health and Safety of Other Workers"
value = 3.42

[[workContext]]
name = "Outdoors, Exposed to All Weather Conditions"
value = 3.26

[[workContext]]
name = "Impact of Decisions on Co-workers or Company Results"
value = 3.25

[[workContext]]
name = "Work Outcomes and Results of Other Workers"
value = 3.06

[[workContext]]
name = "Exposed to Sounds, Noise Levels that are Distracting or Uncomfortable"
value = 3.04

[[workContext]]
name = "Deal With External Customers or the Public in General"
value = 2.96

[[workContext]]
name = "Spend Time Walking or Running"
value = 2.95

[[workContext]]
name = "Dealing With Unpleasant, Angry, or Discourteous People"
value = 2.94

[[workContext]]
name = "Exposed to Very Hot or Cold Temperatures"
value = 2.79

[[workContext]]
name = "Spend Time Making Repetitive Motions"
value = 2.66

[[workContext]]
name = "Consequence of Error"
value = 2.65

[[workContext]]
name = "Spend Time Sitting"
value = 2.61

[[workContext]]
name = "Written Letters and Memos"
value = 2.58

[[workContext]]
name = "In an Enclosed Vehicle or Operate Enclosed Equipment"
value = 2.46

[[workContext]]
name = "Spend Time Using Your Hands to Handle, Control, or Feel Objects, Tools, or Controls"
value = 2.45

[[workContext]]
name = "Indoors, Not Environmentally Controlled"
value = 2.37

[[workContext]]
name = "Importance of Repeating Same Tasks"
value = 2.35

[[workContext]]
name = "Exposed to Minor Burns, Cuts, Bites, or Stings"
value = 2.09

[[workContext]]
name = "Spend Time Bending or Twisting Your Body"
value = 2.04

[[workContext]]
name = "Exposed to Extremely Bright or Inadequate Lighting Conditions"
value = 1.98

[[workContext]]
name = "Exposed to Contaminants"
value = 1.97

[[workContext]]
name = "Spend Time Kneeling, Crouching, Stooping, or Crawling"
value = 1.68

[[workContext]]
name = "Spend Time Keeping or Regaining Balance"
value = 1.61

[[personFit]]
name = "Dependability"
family = "work_style"
value = 10

[[personFit]]
name = "Cooperation"
family = "work_style"
value = 9

[[personFit]]
name = "Achievement Orientation"
family = "work_style"
value = 8

[[personFit]]
name = "Social Orientation"
family = "work_style"
value = 7

[[personFit]]
name = "Athletics"
family = "specific_interest_area"
value = 6.78

[[personFit]]
name = "Self-Control"
family = "work_style"
value = 6

[[personFit]]
name = "Teaching/Education"
family = "specific_interest_area"
value = 5.47

[[personFit]]
name = "Social"
family = "career_interest_type"
value = 5.31

[[personFit]]
name = "Enterprising"
family = "career_interest_type"
value = 5.15

[[personFit]]
name = "Professional Advising"
family = "specific_interest_area"
value = 5.07

[[personFit]]
name = "Public Speaking"
family = "specific_interest_area"
value = 5

[[personFit]]
name = "Stress Tolerance"
family = "work_style"
value = 5

[[personFit]]
name = "Realistic"
family = "career_interest_type"
value = 4.25

[[personFit]]
name = "Management/Administration"
family = "specific_interest_area"
value = 4.22

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

[[personFit]]
name = "Social Service"
family = "specific_interest_area"
value = 3.93

[[relatedRoles]]
socCode = "27-2023.00"
slug = "role-27-2023-00"
title = "Umpires, Referees, and Other Sports Officials"
tier = "Primary-Short"

[[relatedRoles]]
socCode = "27-2021.00"
slug = "role-27-2021-00"
title = "Athletes and Sports Competitors"
tier = "Primary-Short"

[[relatedRoles]]
socCode = "39-9031.00"
slug = "role-39-9031-00"
title = "Exercise Trainers and Group Fitness Instructors"
tier = "Primary-Short"

[[relatedRoles]]
socCode = "29-9091.00"
slug = "role-29-9091-00"
title = "Athletic Trainers"
tier = "Primary-Short"

[[relatedRoles]]
socCode = "25-3021.00"
slug = "role-25-3021-00"
title = "Self-Enrichment Teachers"
tier = "Primary-Short"

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

[[relatedRoles]]
socCode = "11-9179.01"
slug = "role-11-9179-01"
title = "Fitness and Wellness Coordinators"
tier = "Primary-Long"

[[relatedRoles]]
socCode = "39-9032.00"
slug = "role-39-9032-00"
title = "Recreation Workers"
tier = "Primary-Long"

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

[[relatedRoles]]
socCode = "25-1193.00"
slug = "role-25-1193-00"
title = "Recreation and Fitness Studies Teachers, Postsecondary"
tier = "Primary-Long"

[[relatedRoles]]
socCode = "11-9032.00"
slug = "role-11-9032-00"
title = "Education Administrators, Kindergarten through Secondary"
tier = "Supplemental"

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

[[careerClusters]]
cluster = "Arts, Entertainment, & Design"
slug = "arts-entertainment-design"

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

[[studyPrograms]]
title = "Parks, Recreation, Leisure, Fitness, and Kinesiology"
slug = "parks-recreation-leisure-fitness-and-kinesiology"

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

[[aiSignals]]
source = "frey_osborne"
label = "Computerization probability"
score = 0.013
scale = "0-1 probability"
release = "2013-baseline-2016-employment-snapshot"

[[aiSignals]]
source = "felten_aioe"
label = "AI occupational exposure"
score = 0.1168668
scale = "relative exposure score"
release = "2021-plus-generative-ai-workbooks"

[[aiSignals]]
source = "felten_image_generation_aioe"
label = "Image generation occupational exposure"
score = 0.0731837
scale = "relative exposure score"
release = "2021-plus-generative-ai-workbooks"

[[aiSignals]]
source = "felten_language_modeling_aioe"
label = "Language modeling occupational exposure"
score = 0.3188508
scale = "relative exposure score"
release = "2021-plus-generative-ai-workbooks"
