entityType = "role"
schemaVersion = "role.v1"
slug = "role-27-4014-00"
socCode = "27-4014.00"
title = "Sound Engineering Technicians"
summary = "Assemble and operate equipment to record, synchronize, mix, edit, or reproduce sound, including music, voices, or sound effects, for theater, video, film, television, podcasts, sporting events, and other productions."
aliases = ["Audio Engineer", "Mixing Engineer", "Recording Engineer", "Sound Engineer", "Audio Operator", "Mastering Engineer", "Mixing Technician (Mixing Tech)", "Music Producer", "Sound Editor", "Sound Technician (Sound Tech)", "Acoustical Consultant", "Acoustical Engineer"]
emergingTasks = []

[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 = 32

[[preparation.educationDistribution]]
label = "Post-Secondary Certificate"
percentage = 20

[[preparation.educationDistribution]]
label = "Bachelor's Degree"
percentage = 20

[[preparation.educationDistribution]]
label = "Associate's Degree (or other 2-year degree)"
percentage = 12

[[preparation.educationDistribution]]
label = "Some College Courses"
percentage = 8

[[preparation.educationDistribution]]
label = "Post-Master's Certificate"
percentage = 4

[[preparation.educationDistribution]]
label = "First Professional Degree"
percentage = 4

[educationLevel]
category = "Postsecondary nondegree award"
slug = "postsecondary-nondegree-award"

[market]
medianWage = 66430
meanWage = 79280
pct10Wage = 36600
pct25Wage = 47680
pct75Wage = 99950
pct90Wage = 134980
employment = 13050
areaTitle = "U.S."

[industries]
count = 18

[[industries.top]]
naics = "51"
slug = "51"
title = "Information"
level = "Sector"
employment = 6750
medianWage = 77590
lq = 27.43

[[industries.top]]
naics = "71"
slug = "71"
title = "Arts, Entertainment, and Recreation"
level = "Sector"
employment = 2200
medianWage = 58380
lq = 9.84

[[industries.top]]
naics = "54"
slug = "54"
title = "Professional, Scientific, and Technical Services"
level = "Sector"
employment = 680
medianWage = 91170
lq = 0.75

[[industries.top]]
naics = "61"
slug = "61"
title = "Educational Services"
level = "Sector"
employment = 650
medianWage = 46770
lq = 0.56

[[industries.top]]
naics = "711110"
slug = "711110"
title = "Theater Companies and Dinner Theaters"
level = "National industry"
employment = 580
medianWage = 65410
lq = 94.66

[[industries.top]]
naics = "56"
slug = "56"
title = "Administrative and Support and Waste Management and Remediation Services"
level = "Sector"
employment = 540
medianWage = 97450
lq = 0.71

[[industries.top]]
naics = "516110"
slug = "516110"
title = "Radio Broadcasting Stations"
level = "National industry"
employment = 410
medianWage = 61450
lq = 93.55

[[industries.top]]
naics = "81"
slug = "81"
title = "Other Services (except Public Administration)"
level = "Sector"
employment = 370
medianWage = 34320
lq = 0.99

[[industries.top]]
naics = "561320"
slug = "561320"
title = "Temporary Help Services"
level = "National industry"
employment = 220
medianWage = 123850
lq = 0.98

[[industries.top]]
naics = "516120"
slug = "516120"
title = "Television Broadcasting Stations"
level = "National industry"
employment = 180
medianWage = 77580
lq = 32.76

[[industries.top]]
naics = "53"
slug = "53"
title = "Real Estate and Rental and Leasing"
level = "Sector"
employment = 180
medianWage = 56340
lq = 0.9

[[industries.top]]
naics = "31-33"
slug = "31-33"
title = "Manufacturing"
level = "Sector"
employment = 130
medianWage = 86880
lq = 0.12

[[industries.concentrated]]
naics = "711110"
slug = "711110"
title = "Theater Companies and Dinner Theaters"
level = "National industry"
employment = 580
lq = 94.66

[[industries.concentrated]]
naics = "516110"
slug = "516110"
title = "Radio Broadcasting Stations"
level = "National industry"
employment = 410
lq = 93.55

[[industries.concentrated]]
naics = "516120"
slug = "516120"
title = "Television Broadcasting Stations"
level = "National industry"
employment = 180
lq = 32.76

[[industries.concentrated]]
naics = "51"
slug = "51"
title = "Information"
level = "Sector"
employment = 6750
lq = 27.43

[[industries.concentrated]]
naics = "71"
slug = "71"
title = "Arts, Entertainment, and Recreation"
level = "Sector"
employment = 2200
lq = 9.84

[[industries.concentrated]]
naics = "81"
slug = "81"
title = "Other Services (except Public Administration)"
level = "Sector"
employment = 370
lq = 0.99

[[industries.concentrated]]
naics = "561320"
slug = "561320"
title = "Temporary Help Services"
level = "National industry"
employment = 220
lq = 0.98

[[industries.concentrated]]
naics = "53"
slug = "53"
title = "Real Estate and Rental and Leasing"
level = "Sector"
employment = 180
lq = 0.9

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

[aiOutlook.index]
value = 47
percentile = 46
band = "Moderate"
version = "ai-exposure-index-v1"
componentCount = 3

[[aiOutlook.index.components]]
percentile = 59
source = "felten_aioe"

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

[[aiOutlook.index.components]]
percentile = 19
source = "microsoft_working_with_ai"

[aiOutlook.freyHistorical]
source = "frey"
label = "Computerization probability (Frey & Osborne, 2013)"
value = 0.13
percentile = 30
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 = 0.07407407407407407
beta = 0.42592592592592593
gamma = 0.7777777777777777

[aiOutlook.bls]
growthPercent = -1.7
growthPercentile = 20
direction = "Declining"
annualOpeningsThousands = 1.2
annualOpeningsPercentile = 18
employment2024Thousands = 16.9
employment2034Thousands = 16.6

[[aiOutlook.exposure]]
source = "felten_aioe"
label = "Overall AI exposure (Felten et al.)"
value = 0.4715462
percentile = 59
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 = 0.7777777777777777
percentile = 62
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 = 0.07238097288181083
percentile = 19
band = "Low"
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 = "Create musical instrument digital interface programs for music projects, commercials, or film postproduction."
usagePercent = 0.0033893570081632153
importance = 3.07

[[aiOutlook.usageTasks]]
task = "Confer with producers, performers, and others to determine and achieve the desired sound for a production, such as a musical recording or a film."
usagePercent = 0.002464986915027793
importance = 4.83

[[aiOutlook.usageTasks]]
task = "Convert video and audio recordings into digital formats for editing or archiving."
usagePercent = 0.0016433246100185286
importance = 3.62

[[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 = 3
taskCount = 4
totalSample = 189
autonomyMedian = 4
dominantCollaboration = "learning"
automationShare = 12.88
augmentationShare = 37.42
workUsePercent = 9.2
release = "2026-01-15-v4-plus-2025-03-27-v2"

[[aiPlaybook.collaboration]]
label = "learning"
percent = 19.63

[[aiPlaybook.collaboration]]
label = "task iteration"
percent = 17.79

[[aiPlaybook.collaboration]]
label = "directive"
percent = 12.88

[[aiPlaybook.useCase]]
label = "personal"
percent = 83.44

[[aiPlaybook.useCase]]
label = "work"
percent = 9.2

[[aiPlaybook.delegatedTasks]]
task = "Confer with producers, performers, and others to determine and achieve the desired sound for a production, such as a musical recording or a film."
usagePercent = 0.009501187648456056
collaboration = "learning"
autonomyMedian = 4
sampleCount = 95

[[aiPlaybook.delegatedTasks]]
task = "Create musical instrument digital interface programs for music projects, commercials, or film postproduction."
usagePercent = 0.003600450056257032
autonomyMedian = 4
sampleCount = 36

[[aiPlaybook.delegatedTasks]]
task = "Convert video and audio recordings into digital formats for editing or archiving."
usagePercent = 0.003200400050006251
collaboration = "directive"
autonomyMedian = 3
sampleCount = 32

[[aiPlaybook.boundaryTasks]]
task = "Confer with producers, performers, and others to determine and achieve the desired sound for a production, such as a musical recording or a film."
humanNeededPercent = 97.89473684210527
sampleCount = 95

[[aiPlaybook.boundaryTasks]]
task = "Convert video and audio recordings into digital formats for editing or archiving."
humanNeededPercent = 93.75
sampleCount = 32

[[aiPlaybook.boundaryTasks]]
task = "Create musical instrument digital interface programs for music projects, commercials, or film postproduction."
humanNeededPercent = 83.33333333333334
sampleCount = 36

[[aiPlaybook.seedPrompts]]
prompt = "Teach me how to confer with producers, performers, and others to determine and achieve the desired sound for a production, such as a musical recording or a film, then check my work as I try it myself."
collaboration = "learning"

[[aiPlaybook.seedPrompts]]
prompt = "Help me with this part of my job: create musical instrument digital interface programs for music projects, commercials, or film postproduction"

[[aiPlaybook.seedPrompts]]
prompt = "Do this for me: convert video and audio recordings into digital formats for editing or archiving. Give me a finished draft I can review and adjust."
collaboration = "directive"

[counts]
tasks = 14
skills = 47
capabilities = 120
tools = 32
relatedRoles = 20

[source]
dataset = "gold.onet_role_starter_surface"
version = "30.3"
generatedAt = "2026-06-02T21:00:32.945303+00:00"
contentHash = "7ac8a0df04b0ec2c"

[[tasks]]
text = "Confer with producers, performers, and others to determine and achieve the desired sound for a production, such as a musical recording or a film."
type = "Core"
iwa = "4.A.4.a.2.h"

[[tasks]]
text = "Regulate volume level and sound quality during recording sessions, using control consoles."
type = "Core"
iwa = "4.A.3.a.3.e"

[[tasks]]
text = "Record speech, music, and other sounds on recording media, using recording equipment."
type = "Core"
iwa = "4.A.3.a.3.e"

[[tasks]]
text = "Separate instruments, vocals, and other sounds, and combine sounds during the mixing or postproduction stage."
type = "Core"
iwa = "4.A.2.b.1.k"

[[tasks]]
text = "Set up, test, and adjust recording equipment for recording sessions and live performances."
type = "Core"
iwa = "4.A.3.a.3.e"

[[tasks]]
text = "Report equipment problems and ensure that required repairs are made."
type = "Core"
iwa = "4.A.4.a.2.g"

[[tasks]]
text = "Prepare for recording sessions by performing such activities as selecting and setting up microphones."
type = "Core"
iwa = "4.A.2.b.1.j"

[[tasks]]
text = "Mix and edit voices, music, and taped sound effects for live performances and for prerecorded events, using sound mixing boards."
type = "Core"
iwa = "4.A.2.b.1.k"

[[tasks]]
text = "Keep logs of recordings."
type = "Core"
iwa = "4.A.3.b.6.h"

[[tasks]]
text = "Tear down equipment after event completion."
type = "Core"
iwa = "4.A.3.a.2.s"

[[tasks]]
text = "Synchronize and equalize prerecorded dialogue, music, and sound effects with visual action of motion pictures or television productions, using control consoles."
type = "Core"
iwa = "4.A.3.a.3.e"

[[tasks]]
text = "Reproduce and duplicate sound recordings from original recording media, using sound editing and duplication equipment."
type = "Core"
iwa = "4.A.2.b.1.k"

[[activities]]
name = "Dismantle equipment or temporary structures."
iwa = "4.A.3.a.2.s"

[[activities]]
name = "Convert data among multiple digital or analog formats."
iwa = "4.A.3.b.1.f"

[[activities]]
name = "Operate audio recording equipment."
iwa = "4.A.3.a.3.e"

[[activities]]
name = "Collaborate with others to determine technical details of productions."
iwa = "4.A.4.a.2.h"

[[activities]]
name = "Operate control consoles for sound, lighting or video."
iwa = "4.A.3.a.3.e"

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

[[activities]]
name = "Notify others of equipment problems."
iwa = "4.A.4.a.2.g"

[[activities]]
name = "Mix sound inputs."
iwa = "4.A.2.b.1.k"

[[activities]]
name = "Maintain logs of production activities."
iwa = "4.A.3.b.6.h"

[[capabilities]]
name = "Computers and Electronics"
family = "knowledge"
value = 4.6

[[capabilities]]
name = "Hearing Sensitivity"
family = "ability"
value = 4.12

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

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

[[capabilities]]
name = "Near Vision"
family = "ability"
value = 4

[[capabilities]]
name = "Auditory Attention"
family = "ability"
value = 4

[[capabilities]]
name = "Customer and Personal Service"
family = "knowledge"
value = 3.88

[[capabilities]]
name = "Fine Arts"
family = "knowledge"
value = 3.76

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

[[capabilities]]
name = "English Language"
family = "knowledge"
value = 3.68

[[capabilities]]
name = "Engineering and Technology"
family = "knowledge"
value = 3.67

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

[[capabilities]]
name = "Critical Thinking"
family = "essential_skill"
value = 3.5

[[capabilities]]
name = "Communications and Media"
family = "knowledge"
value = 3.5

[[capabilities]]
name = "Fluency of Ideas"
family = "ability"
value = 3.5

[[capabilities]]
name = "Selective Attention"
family = "ability"
value = 3.5

[[capabilities]]
name = "Complex Problem Solving"
family = "transferable_skill"
value = 3.38

[[capabilities]]
name = "Written Comprehension"
family = "ability"
value = 3.38

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

[[capabilities]]
name = "Deductive Reasoning"
family = "ability"
value = 3.38

[[capabilities]]
name = "Production and Processing"
family = "knowledge"
value = 3.28

[[capabilities]]
name = "Reading Comprehension"
family = "essential_skill"
value = 3.25

[[capabilities]]
name = "Operations Monitoring"
family = "transferable_skill"
value = 3.25

[[capabilities]]
name = "Operation and Control"
family = "transferable_skill"
value = 3.25

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

[[capabilities]]
name = "Written Expression"
family = "ability"
value = 3.25

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

[[capabilities]]
name = "Speed of Closure"
family = "ability"
value = 3.25

[[capabilities]]
name = "Flexibility of Closure"
family = "ability"
value = 3.25

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

[[capabilities]]
name = "Writing"
family = "essential_skill"
value = 3.12

[[capabilities]]
name = "Active Learning"
family = "essential_skill"
value = 3.12

[[capabilities]]
name = "Monitoring"
family = "essential_skill"
value = 3.12

[[capabilities]]
name = "Coordination"
family = "transferable_skill"
value = 3.12

[[capabilities]]
name = "Service Orientation"
family = "transferable_skill"
value = 3.12

[[capabilities]]
name = "Systems Analysis"
family = "transferable_skill"
value = 3.12

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

[[capabilities]]
name = "Problem Sensitivity"
family = "ability"
value = 3.12

[[capabilities]]
name = "Inductive Reasoning"
family = "ability"
value = 3.12

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

[[skills]]
name = "Cisco IOS"
type = "Specialized Skill"

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

[[skills]]
name = "Adobe Premiere Pro"
type = "Specialized Skill"

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

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

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

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

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

[[tools]]
example = "Autodesk AutoCAD"
category = "Computer aided design CAD software"
hot = true
inDemand = false

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

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

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

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

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

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

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

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

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

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

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

[[tools]]
example = "Avid Pro Tools"
category = "Music or sound editing software"
hot = false
inDemand = false

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

[[tools]]
example = "Avid Technology Pro Tools"
category = "Music or sound editing software"
hot = false
inDemand = false

[[tools]]
example = "Cisco IOS"
category = "Operating system software"
hot = false
inDemand = false

[[tools]]
example = "IBM Middleware"
category = "Transaction server software"
hot = false
inDemand = false

[[tools]]
example = "Musical instrument digital interface MIDI software"
category = "Music or sound editing software"
hot = false
inDemand = false

[[tools]]
example = "Perforce software"
category = "Metadata management software"
hot = false
inDemand = false

[[tools]]
example = "Real time operating system RTOS software"
category = "Operating system software"
hot = false
inDemand = false

[[tools]]
example = "Unity Technologies Unity"
category = "Development environment software"
hot = false
inDemand = false

[[tools]]
example = "VMware"
category = "Clustering software"
hot = false
inDemand = false

[[tools]]
example = "Voice over internet protocol VoIP system software"
category = "Internet protocol IP multimedia subsystem software"
hot = false
inDemand = false

[[workContext]]
name = "E-Mail"
value = 4.88

[[workContext]]
name = "Indoors, Environmentally Controlled"
value = 4.74

[[workContext]]
name = "Importance of Being Exact or Accurate"
value = 4.6

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

[[workContext]]
name = "Face-to-Face Discussions with Individuals and Within Teams"
value = 4.43

[[workContext]]
name = "Spend Time Using Your Hands to Handle, Control, or Feel Objects, Tools, or Controls"
value = 4.4

[[workContext]]
name = "Spend Time Sitting"
value = 4.28

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

[[workContext]]
name = "Freedom to Make Decisions"
value = 4.24

[[workContext]]
name = "Time Pressure"
value = 4.2

[[workContext]]
name = "Contact With Others"
value = 4.08

[[workContext]]
name = "Work With or Contribute to a Work Group or Team"
value = 4

[[workContext]]
name = "Determine Tasks, Priorities and Goals"
value = 3.72

[[workContext]]
name = "Physical Proximity"
value = 3.62

[[workContext]]
name = "Spend Time Making Repetitive Motions"
value = 3.56

[[workContext]]
name = "Impact of Decisions on Co-workers or Company Results"
value = 3.56

[[workContext]]
name = "Coordinate or Lead Others in Accomplishing Work Activities"
value = 3.52

[[workContext]]
name = "Exposed to Sounds, Noise Levels that are Distracting or Uncomfortable"
value = 3.44

[[workContext]]
name = "Work Outcomes and Results of Other Workers"
value = 3.41

[[workContext]]
name = "Frequency of Decision Making"
value = 3.29

[[workContext]]
name = "Importance of Repeating Same Tasks"
value = 3.25

[[workContext]]
name = "Conflict Situations"
value = 2.83

[[workContext]]
name = "Dealing With Unpleasant, Angry, or Discourteous People"
value = 2.74

[[workContext]]
name = "Written Letters and Memos"
value = 2.67

[[workContext]]
name = "Consequence of Error"
value = 2.62

[[workContext]]
name = "Deal With External Customers or the Public in General"
value = 2.48

[[workContext]]
name = "Health and Safety of Other Workers"
value = 2.4

[[workContext]]
name = "Exposed to Extremely Bright or Inadequate Lighting Conditions"
value = 2.32

[[workContext]]
name = "Spend Time Standing"
value = 2.21

[[workContext]]
name = "Indoors, Not Environmentally Controlled"
value = 2.08

[[workContext]]
name = "Outdoors, Under Cover"
value = 2.08

[[workContext]]
name = "Degree of Automation"
value = 2

[[workContext]]
name = "Outdoors, Exposed to All Weather Conditions"
value = 1.96

[[workContext]]
name = "Wear Common Protective or Safety Equipment such as Safety Shoes, Glasses, Gloves, Hearing Protection, Hard Hats, or Life Jackets"
value = 1.92

[[workContext]]
name = "Public Speaking"
value = 1.88

[[workContext]]
name = "Exposed to Cramped Work Space, Awkward Positions"
value = 1.76

[[workContext]]
name = "In an Enclosed Vehicle or Operate Enclosed Equipment"
value = 1.71

[[workContext]]
name = "Exposed to Contaminants"
value = 1.67

[[workContext]]
name = "Spend Time Kneeling, Crouching, Stooping, or Crawling"
value = 1.64

[[workContext]]
name = "Exposed to Very Hot or Cold Temperatures"
value = 1.62

[[personFit]]
name = "Media"
family = "specific_interest_area"
value = 6.12

[[personFit]]
name = "Realistic"
family = "career_interest_type"
value = 5.14

[[personFit]]
name = "Mechanics/Electronics"
family = "specific_interest_area"
value = 4.61

[[personFit]]
name = "Artistic"
family = "career_interest_type"
value = 4.45

[[personFit]]
name = "Conventional"
family = "career_interest_type"
value = 4.22

[[personFit]]
name = "Performing Arts"
family = "specific_interest_area"
value = 3.86

[[personFit]]
name = "Applied Arts and Design"
family = "specific_interest_area"
value = 3.83

[[personFit]]
name = "Music"
family = "specific_interest_area"
value = 3.69

[[personFit]]
name = "Engineering"
family = "specific_interest_area"
value = 3.53

[[personFit]]
name = "Information Technology"
family = "specific_interest_area"
value = 2.73

[[personFit]]
name = "Investigative"
family = "career_interest_type"
value = 2.68

[[personFit]]
name = "Attention to Detail"
family = "work_style"
value = 2.57

[[personFit]]
name = "Dependability"
family = "work_style"
value = 2.41

[[personFit]]
name = "Enterprising"
family = "career_interest_type"
value = 2.16

[[personFit]]
name = "Physical/Manual Labor"
family = "specific_interest_area"
value = 2.05

[[personFit]]
name = "Visual Arts"
family = "specific_interest_area"
value = 1.97

[[relatedRoles]]
socCode = "27-4011.00"
slug = "role-27-4011-00"
title = "Audio and Video Technicians"
tier = "Primary-Short"

[[relatedRoles]]
socCode = "27-4012.00"
slug = "role-27-4012-00"
title = "Broadcast Technicians"
tier = "Primary-Short"

[[relatedRoles]]
socCode = "27-4015.00"
slug = "role-27-4015-00"
title = "Lighting Technicians"
tier = "Primary-Short"

[[relatedRoles]]
socCode = "17-3023.00"
slug = "role-17-3023-00"
title = "Electrical and Electronic Engineering Technologists and Technicians"
tier = "Primary-Short"

[[relatedRoles]]
socCode = "49-2097.00"
slug = "role-49-2097-00"
title = "Audiovisual Equipment Installers and Repairers"
tier = "Primary-Short"

[[relatedRoles]]
socCode = "17-3028.00"
slug = "role-17-3028-00"
title = "Calibration Technologists and Technicians"
tier = "Primary-Long"

[[relatedRoles]]
socCode = "27-2012.05"
slug = "role-27-2012-05"
title = "Media Technical Directors/Managers"
tier = "Primary-Long"

[[relatedRoles]]
socCode = "27-4031.00"
slug = "role-27-4031-00"
title = "Camera Operators, Television, Video, and Film"
tier = "Primary-Long"

[[relatedRoles]]
socCode = "27-4032.00"
slug = "role-27-4032-00"
title = "Film and Video Editors"
tier = "Primary-Long"

[[relatedRoles]]
socCode = "49-2094.00"
slug = "role-49-2094-00"
title = "Electrical and Electronics Repairers, Commercial and Industrial Equipment"
tier = "Primary-Long"

[[relatedRoles]]
socCode = "17-3024.01"
slug = "role-17-3024-01"
title = "Robotics Technicians"
tier = "Supplemental"

[[relatedRoles]]
socCode = "49-9063.00"
slug = "role-49-9063-00"
title = "Musical Instrument Repairers and Tuners"
tier = "Supplemental"

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

[[studyPrograms]]
title = "Communications Technologies/Technicians and Support Services"
slug = "communications-technologies-technicians-and-support-services"

[[studyPrograms]]
title = "Engineering/Engineering-Related Technologies/Technicians"
slug = "engineering-engineering-related-technologies-technicians"

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

[[aiSignals]]
source = "frey_osborne"
label = "Computerization probability"
score = 0.13
scale = "0-1 probability"
release = "2013-baseline-2016-employment-snapshot"

[[aiSignals]]
source = "felten_aioe"
label = "AI occupational exposure"
score = 0.4715462
scale = "relative exposure score"
release = "2021-plus-generative-ai-workbooks"

[[aiSignals]]
source = "felten_image_generation_aioe"
label = "Image generation occupational exposure"
score = 0.4526318
scale = "relative exposure score"
release = "2021-plus-generative-ai-workbooks"

[[aiSignals]]
source = "felten_language_modeling_aioe"
label = "Language modeling occupational exposure"
score = 0.3384944
scale = "relative exposure score"
release = "2021-plus-generative-ai-workbooks"
