entityType = "role"
schemaVersion = "role.v1"
slug = "role-27-2032-00"
socCode = "27-2032.00"
title = "Choreographers"
summary = "Create new dance routines. Rehearse performance of routines. May direct and stage presentations."
aliases = ["Choreographer", "Dance Director", "Dance Maker", "Opera Choreographer", "Ballet Director", "Musical Choreographer", "Choreography Director", "Dance Choreographer", "Dance Instructor", "Dance Master", "Dancing Master", "Teaching Choreographer"]

[preparation]
jobZone = "3"
jobZoneName = "Job Zone Three: Medium Preparation Needed"
education = "Most occupations in this zone require training in vocational schools, related on-the-job experience, or an associate's degree."
experience = "Previous work-related skill, knowledge, or experience is required for these occupations. For example, an electrician must have completed three or four years of apprenticeship or several years of vocational training, and often must have passed a licensing exam, in order to perform the job."
svpRange = "(6.0 to < 7.0)"

[[preparation.educationDistribution]]
label = "High School Diploma"
percentage = 33.33

[[preparation.educationDistribution]]
label = "Post-Secondary Certificate"
percentage = 19.05

[[preparation.educationDistribution]]
label = "Bachelor's Degree"
percentage = 19.05

[[preparation.educationDistribution]]
label = "Less than a High School Diploma"
percentage = 9.52

[[preparation.educationDistribution]]
label = "Associate's Degree (or other 2-year degree)"
percentage = 9.52

[[preparation.educationDistribution]]
label = "Some College Courses"
percentage = 4.76

[[preparation.educationDistribution]]
label = "Master's Degree"
percentage = 4.76

[educationLevel]
category = "High school diploma or equivalent"
slug = "high-school-diploma-or-equivalent"

[market]
medianWage = 55600
meanWage = 62020
pct10Wage = 33080
pct25Wage = 39600
pct75Wage = 71190
pct90Wage = 94090
employment = 3430
areaTitle = "U.S."

[industries]
count = 4

[[industries.top]]
naics = "61"
slug = "61"
title = "Educational Services"
level = "Sector"
employment = 1860
medianWage = 50970
lq = 6.13

[[industries.top]]
naics = "71"
slug = "71"
title = "Arts, Entertainment, and Recreation"
level = "Sector"
employment = 1440
medianWage = 61680
lq = 24.5

[[industries.top]]
naics = "711110"
slug = "711110"
title = "Theater Companies and Dinner Theaters"
level = "National industry"
employment = 190
medianWage = 58500
lq = 117.98

[[industries.top]]
naics = "713940"
slug = "713940"
title = "Fitness and Recreational Sports Centers"
level = "National industry"
employment = 70
medianWage = 48470

[[industries.concentrated]]
naics = "711110"
slug = "711110"
title = "Theater Companies and Dinner Theaters"
level = "National industry"
employment = 190
lq = 117.98

[[industries.concentrated]]
naics = "71"
slug = "71"
title = "Arts, Entertainment, and Recreation"
level = "Sector"
employment = 1440
lq = 24.5

[[industries.concentrated]]
naics = "61"
slug = "61"
title = "Educational Services"
level = "Sector"
employment = 1860
lq = 6.13

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

[aiOutlook.index]
value = 34
percentile = 32
band = "Low"
version = "ai-exposure-index-v1"
componentCount = 3

[[aiOutlook.index.components]]
percentile = 5
source = "felten_aioe"

[[aiOutlook.index.components]]
percentile = 43
source = "openai_gpts_are_gpts"

[[aiOutlook.index.components]]
percentile = 53
source = "microsoft_working_with_ai"

[aiOutlook.freyHistorical]
source = "frey"
label = "Computerization probability (Frey & Osborne, 2013)"
value = 0.004
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 = 0.05714285714285714
beta = 0.2714285714285714
gamma = 0.4857142857142857

[aiOutlook.bls]
growthPercent = 6.1
growthPercentile = 81
direction = "About average"
annualOpeningsThousands = 0.7
annualOpeningsPercentile = 11
employment2024Thousands = 4.6
employment2034Thousands = 4.9

[[aiOutlook.exposure]]
source = "felten_aioe"
label = "Overall AI exposure (Felten et al.)"
value = -1.575769
percentile = 5
band = "Low"
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 = 0.4857142857142857
percentile = 43
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 = 0.15736673695937986
percentile = 53
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 = "Develop ideas for creating dances, keeping notes and sketches to record influences."
usagePercent = 0.07785250339962779
importance = 3.9

[[aiOutlook.usageTasks]]
task = "Teach students, dancers, and other performers about rhythm and interpretive movement."
usagePercent = 0.0026704024912801087
importance = 4.35

[[aiOutlook.usageTasks]]
task = "Assess students' dancing abilities to determine where improvement or change is needed."
usagePercent = 0.002464986915027793
importance = 3.74

[[aiOutlook.usageTasks]]
task = "Read and study story lines and musical scores to determine how to translate ideas and moods into dance movements."
usagePercent = 0.0015406168218923706
importance = 3.57

[[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 = 2
taskCount = 3
totalSample = 1357
autonomyMedian = 4
dominantCollaboration = "task iteration"
automationShare = 40.69
augmentationShare = 54.52
workUsePercent = 21.99
release = "2026-01-15-v4-plus-2025-03-27-v2"

[[aiPlaybook.collaboration]]
label = "task iteration"
percent = 45.92

[[aiPlaybook.collaboration]]
label = "directive"
percent = 40.69

[[aiPlaybook.collaboration]]
label = "learning"
percent = 7.18

[[aiPlaybook.collaboration]]
label = "none"
percent = 3.07

[[aiPlaybook.collaboration]]
label = "validation"
percent = 1.42

[[aiPlaybook.useCase]]
label = "personal"
percent = 75.99

[[aiPlaybook.useCase]]
label = "work"
percent = 21.99

[[aiPlaybook.useCase]]
label = "coursework"
percent = 1.57

[[aiPlaybook.delegatedTasks]]
task = "Develop ideas for creating dances, keeping notes and sketches to record influences."
usagePercent = 0.12931616452056507
collaboration = "task iteration"
autonomyMedian = 4
sampleCount = 1293

[[aiPlaybook.delegatedTasks]]
task = "Teach students, dancers, and other performers about rhythm and interpretive movement."
usagePercent = 0.004400550068758595
collaboration = "learning"
autonomyMedian = 4
sampleCount = 44

[[aiPlaybook.boundaryTasks]]
task = "Teach students, dancers, and other performers about rhythm and interpretive movement."
humanNeededPercent = 97.72727272727273
sampleCount = 44

[[aiPlaybook.boundaryTasks]]
task = "Develop ideas for creating dances, keeping notes and sketches to record influences."
humanNeededPercent = 94.50889404485692
sampleCount = 1293

[[aiPlaybook.seedPrompts]]
prompt = "Let's work through this together, step by step: develop ideas for creating dances, keeping notes and sketches to record influences. I'll give feedback as we go."
collaboration = "task iteration"

[[aiPlaybook.seedPrompts]]
prompt = "Teach me how to teach students, dancers, and other performers about rhythm and interpretive movement, then check my work as I try it myself."
collaboration = "learning"

[counts]
tasks = 18
skills = 37
capabilities = 120
tools = 13
relatedRoles = 20

[source]
dataset = "gold.onet_role_starter_surface"
version = "30.3"
generatedAt = "2026-06-02T21:00:32.945303+00:00"
contentHash = "9c97270d91adaaf6"

[[tasks]]
text = "Direct rehearsals to instruct dancers in dance steps and in techniques to achieve desired effects."
type = "Core"
iwa = "4.A.4.b.3.d"

[[tasks]]
text = "Advise dancers on standing and moving properly, teaching correct dance techniques to help prevent injuries."
type = "Core"
iwa = "4.A.4.b.3.d"

[[tasks]]
text = "Teach students, dancers, and other performers about rhythm and interpretive movement."
type = "Core"
iwa = "4.A.4.b.3.d"

[[tasks]]
text = "Direct and stage dance presentations for various forms of entertainment."
type = "Core"
iwa = "4.A.4.b.1.d"

[[tasks]]
text = "Record dance movements and their technical aspects, using a technical understanding of the patterns and formations of choreography."
type = "Core"
iwa = "4.A.2.b.2.t"

[[tasks]]
text = "Choose the music, sound effects, or spoken narrative to accompany a dance."
type = "Core"
iwa = "4.A.2.b.2.r"

[[tasks]]
text = "Experiment with different types of dancers, steps, dances, and placements, testing ideas informally to get feedback from dancers."
type = "Core"
iwa = "4.A.2.b.2.t"

[[tasks]]
text = "Seek influences from other art forms, such as theatre, the visual arts, and architecture."
type = "Core"
iwa = "4.A.1.a.2.h"

[[tasks]]
text = "Develop ideas for creating dances, keeping notes and sketches to record influences."
type = "Core"
iwa = "4.A.2.b.2.t"

[[tasks]]
text = "Coordinate production music with music directors."
type = "Core"
iwa = "4.A.4.b.1.d"

[[tasks]]
text = "Design dances for individual dancers, dance companies, musical theatre, opera, fashion shows, film, television productions, and special events, and for dancers ranging from beginners to professionals."
type = "Core"
iwa = "4.A.2.b.2.t"

[[tasks]]
text = "Audition performers for one or more dance parts."
type = "Core"
iwa = "4.A.4.c.2.a"

[[emergingTasks]]
text = "Plan and direct rehearsals to instruct dancers in dance steps and in techniques to achieve desired effects."

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

[[activities]]
name = "Study scripts to determine project requirements."
iwa = "4.A.1.a.1.a"

[[activities]]
name = "Choreograph dances."
iwa = "4.A.2.b.2.t"

[[activities]]
name = "Determine presentation subjects or content."
iwa = "4.A.2.b.2.r"

[[activities]]
name = "Coordinate artistic activities."
iwa = "4.A.4.b.1.d"

[[activities]]
name = "Audition or interview potential performers or staff members."
iwa = "4.A.4.c.2.a"

[[activities]]
name = "Practice athletic or artistic skills."
iwa = "4.A.3.a.1.p"

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

[[activities]]
name = "Monitor current trends."
iwa = "4.A.1.a.2.h"

[[activities]]
name = "Develop artistic or design concepts for decoration, exhibition, or commercial purposes."
iwa = "4.A.2.b.2.t"

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

[[capabilities]]
name = "Fine Arts"
family = "knowledge"
value = 4.52

[[capabilities]]
name = "Gross Body Coordination"
family = "ability"
value = 4.12

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

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

[[capabilities]]
name = "Originality"
family = "ability"
value = 4

[[capabilities]]
name = "Gross Body Equilibrium"
family = "ability"
value = 4

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

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

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

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

[[capabilities]]
name = "Fluency of Ideas"
family = "ability"
value = 3.88

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

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

[[capabilities]]
name = "Dynamic Strength"
family = "ability"
value = 3.75

[[capabilities]]
name = "Trunk Strength"
family = "ability"
value = 3.75

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

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

[[capabilities]]
name = "Learning Strategies"
family = "essential_skill"
value = 3.62

[[capabilities]]
name = "Social Perceptiveness"
family = "transferable_skill"
value = 3.62

[[capabilities]]
name = "Written Comprehension"
family = "ability"
value = 3.62

[[capabilities]]
name = "Problem Sensitivity"
family = "ability"
value = 3.62

[[capabilities]]
name = "Deductive Reasoning"
family = "ability"
value = 3.62

[[capabilities]]
name = "Multilimb Coordination"
family = "ability"
value = 3.62

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

[[capabilities]]
name = "Reading Comprehension"
family = "essential_skill"
value = 3.5

[[capabilities]]
name = "Critical Thinking"
family = "essential_skill"
value = 3.38

[[capabilities]]
name = "Time Management"
family = "transferable_skill"
value = 3.38

[[capabilities]]
name = "Education and Training"
family = "knowledge"
value = 3.29

[[capabilities]]
name = "Active Learning"
family = "essential_skill"
value = 3.25

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

[[capabilities]]
name = "Judgment and Decision Making"
family = "transferable_skill"
value = 3.25

[[capabilities]]
name = "Administration and Management"
family = "knowledge"
value = 3.25

[[capabilities]]
name = "Production and Processing"
family = "knowledge"
value = 3.25

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

[[capabilities]]
name = "Information Ordering"
family = "ability"
value = 3.25

[[capabilities]]
name = "Dynamic Flexibility"
family = "ability"
value = 3.25

[[capabilities]]
name = "Speech Recognition"
family = "ability"
value = 3.25

[[capabilities]]
name = "Management of Personnel Resources"
family = "transferable_skill"
value = 3.12

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

[[tools]]
example = "Salesforce software"
category = "Customer relationship management CRM software"
hot = true
inDemand = false

[[tools]]
example = "Chorel Technology Dance Designer"
category = "Graphics or photo imaging software"
hot = false
inDemand = false

[[tools]]
example = "Credo Interactive DanceForms"
category = "Graphics or photo imaging software"
hot = false
inDemand = false

[[tools]]
example = "Email software"
category = "Electronic mail software"
hot = false
inDemand = false

[[tools]]
example = "Salesforce Visualforce"
category = "Graphical user interface development software"
hot = false
inDemand = false

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

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

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

[[workContext]]
name = "Physical Proximity"
value = 5

[[workContext]]
name = "E-Mail"
value = 4.76

[[workContext]]
name = "Face-to-Face Discussions with Individuals and Within Teams"
value = 4.75

[[workContext]]
name = "Contact With Others"
value = 4.71

[[workContext]]
name = "Spend Time Bending or Twisting Your Body"
value = 4.57

[[workContext]]
name = "Work With or Contribute to a Work Group or Team"
value = 4.52

[[workContext]]
name = "Indoors, Environmentally Controlled"
value = 4.48

[[workContext]]
name = "Level of Competition"
value = 4.48

[[workContext]]
name = "Spend Time Standing"
value = 4.43

[[workContext]]
name = "Telephone Conversations"
value = 4.24

[[workContext]]
name = "Spend Time Making Repetitive Motions"
value = 4.19

[[workContext]]
name = "Work Outcomes and Results of Other Workers"
value = 4.14

[[workContext]]
name = "Spend Time Keeping or Regaining Balance"
value = 4.05

[[workContext]]
name = "Freedom to Make Decisions"
value = 4.05

[[workContext]]
name = "Coordinate or Lead Others in Accomplishing Work Activities"
value = 3.95

[[workContext]]
name = "Health and Safety of Other Workers"
value = 3.95

[[workContext]]
name = "Time Pressure"
value = 3.9

[[workContext]]
name = "Determine Tasks, Priorities and Goals"
value = 3.86

[[workContext]]
name = "Importance of Being Exact or Accurate"
value = 3.71

[[workContext]]
name = "Written Letters and Memos"
value = 3.6

[[workContext]]
name = "Public Speaking"
value = 3.33

[[workContext]]
name = "Spend Time Walking or Running"
value = 3.24

[[workContext]]
name = "Conflict Situations"
value = 3.14

[[workContext]]
name = "Deal With External Customers or the Public in General"
value = 3.05

[[workContext]]
name = "Spend Time Kneeling, Crouching, Stooping, or Crawling"
value = 3.05

[[workContext]]
name = "Impact of Decisions on Co-workers or Company Results"
value = 3

[[workContext]]
name = "Frequency of Decision Making"
value = 2.95

[[workContext]]
name = "Importance of Repeating Same Tasks"
value = 2.9

[[workContext]]
name = "Dealing With Unpleasant, Angry, or Discourteous People"
value = 2.52

[[workContext]]
name = "Exposed to Sounds, Noise Levels that are Distracting or Uncomfortable"
value = 2.29

[[workContext]]
name = "Indoors, Not Environmentally Controlled"
value = 2.24

[[workContext]]
name = "Spend Time Using Your Hands to Handle, Control, or Feel Objects, Tools, or Controls"
value = 2.14

[[workContext]]
name = "Outdoors, Under Cover"
value = 1.95

[[workContext]]
name = "Exposed to Extremely Bright or Inadequate Lighting Conditions"
value = 1.9

[[workContext]]
name = "Consequence of Error"
value = 1.9

[[workContext]]
name = "Outdoors, Exposed to All Weather Conditions"
value = 1.76

[[workContext]]
name = "Spend Time Sitting"
value = 1.71

[[workContext]]
name = "Exposed to Very Hot or Cold Temperatures"
value = 1.67

[[workContext]]
name = "Exposed to Cramped Work Space, Awkward Positions"
value = 1.52

[[workContext]]
name = "Exposed to Whole Body Vibration"
value = 1.52

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

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

[[personFit]]
name = "Performing Arts"
family = "specific_interest_area"
value = 7

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

[[personFit]]
name = "Social Orientation"
family = "work_style"
value = 6

[[personFit]]
name = "Perseverance"
family = "work_style"
value = 5

[[personFit]]
name = "Music"
family = "specific_interest_area"
value = 4.74

[[personFit]]
name = "Applied Arts and Design"
family = "specific_interest_area"
value = 4.69

[[personFit]]
name = "Teaching/Education"
family = "specific_interest_area"
value = 4.69

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

[[personFit]]
name = "Social"
family = "career_interest_type"
value = 3.96

[[personFit]]
name = "Enterprising"
family = "career_interest_type"
value = 3.77

[[personFit]]
name = "Visual Arts"
family = "specific_interest_area"
value = 3.7

[[personFit]]
name = "Realistic"
family = "career_interest_type"
value = 3.63

[[personFit]]
name = "Athletics"
family = "specific_interest_area"
value = 3.62

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

[[relatedRoles]]
socCode = "27-2031.00"
slug = "role-27-2031-00"
title = "Dancers"
tier = "Primary-Short"

[[relatedRoles]]
socCode = "27-2041.00"
slug = "role-27-2041-00"
title = "Music Directors and Composers"
tier = "Primary-Short"

[[relatedRoles]]
socCode = "27-2042.00"
slug = "role-27-2042-00"
title = "Musicians and Singers"
tier = "Primary-Short"

[[relatedRoles]]
socCode = "27-2011.00"
slug = "role-27-2011-00"
title = "Actors"
tier = "Primary-Short"

[[relatedRoles]]
socCode = "25-1121.00"
slug = "role-25-1121-00"
title = "Art, Drama, and Music Teachers, Postsecondary"
tier = "Primary-Short"

[[relatedRoles]]
socCode = "27-2012.04"
slug = "role-27-2012-04"
title = "Talent Directors"
tier = "Primary-Long"

[[relatedRoles]]
socCode = "27-1011.00"
slug = "role-27-1011-00"
title = "Art Directors"
tier = "Primary-Long"

[[relatedRoles]]
socCode = "27-2012.00"
slug = "role-27-2012-00"
title = "Producers and Directors"
tier = "Primary-Long"

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

[[relatedRoles]]
socCode = "29-1129.02"
slug = "role-29-1129-02"
title = "Music Therapists"
tier = "Primary-Long"

[[relatedRoles]]
socCode = "27-1013.00"
slug = "role-27-1013-00"
title = "Fine Artists, Including Painters, Sculptors, and Illustrators"
tier = "Supplemental"

[[relatedRoles]]
socCode = "39-3092.00"
slug = "role-39-3092-00"
title = "Costume Attendants"
tier = "Supplemental"

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

[[studyPrograms]]
title = "Visual and Performing Arts"
slug = "visual-and-performing-arts"

[[aiSignals]]
source = "frey_osborne"
label = "Computerization probability"
score = 0.004
scale = "0-1 probability"
release = "2013-baseline-2016-employment-snapshot"

[[aiSignals]]
source = "felten_aioe"
label = "AI occupational exposure"
score = -1.575769
scale = "relative exposure score"
release = "2021-plus-generative-ai-workbooks"

[[aiSignals]]
source = "felten_image_generation_aioe"
label = "Image generation occupational exposure"
score = -2.266936
scale = "relative exposure score"
release = "2021-plus-generative-ai-workbooks"

[[aiSignals]]
source = "felten_language_modeling_aioe"
label = "Language modeling occupational exposure"
score = -0.8860701
scale = "relative exposure score"
release = "2021-plus-generative-ai-workbooks"
