entityType = "role"
schemaVersion = "role.v1"
slug = "role-27-4012-00"
socCode = "27-4012.00"
title = "Broadcast Technicians"
summary = "Set up, operate, and maintain the electronic equipment used to acquire, edit, and transmit audio and video for radio or television programs. Control and adjust incoming and outgoing broadcast signals to regulate sound volume, signal strength, and signal clarity. Operate satellite, microwave, or other transmitter equipment to broadcast radio or television programs."
aliases = ["Board Operator", "Broadcast Engineer", "Broadcast Technician", "Control Operator", "Audio Engineer", "Broadcast Maintenance Engineer", "Broadcast Operations Engineer", "Production Engineer", "Audio Operator", "Broadcast Operations Technician", "Color Technician", "Control Engineer"]

[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 = "Associate's Degree (or other 2-year degree)"
percentage = 43.37

[[preparation.educationDistribution]]
label = "Some College Courses"
percentage = 26.62

[[preparation.educationDistribution]]
label = "High School Diploma"
percentage = 17.42

[[preparation.educationDistribution]]
label = "Post-Secondary Certificate"
percentage = 10.2

[[preparation.educationDistribution]]
label = "Bachelor's Degree"
percentage = 2.39

[educationLevel]
category = "Associate's degree"
slug = "associate-s-degree"

[market]
medianWage = 53920
meanWage = 64220
pct10Wage = 29190
pct25Wage = 36900
pct75Wage = 80390
pct90Wage = 115400
employment = 21080
areaTitle = "U.S."

[industries]
count = 12

[[industries.top]]
naics = "51"
slug = "51"
title = "Information"
level = "Sector"
employment = 16640
medianWage = 49840
lq = 41.86

[[industries.top]]
naics = "516120"
slug = "516120"
title = "Television Broadcasting Stations"
level = "National industry"
employment = 4830
medianWage = 50250
lq = 544.18

[[industries.top]]
naics = "516110"
slug = "516110"
title = "Radio Broadcasting Stations"
level = "National industry"
employment = 3850
medianWage = 35720
lq = 543.84

[[industries.top]]
naics = "71"
slug = "71"
title = "Arts, Entertainment, and Recreation"
level = "Sector"
employment = 1460
medianWage = 66470
lq = 4.04

[[industries.top]]
naics = "61"
slug = "61"
title = "Educational Services"
level = "Sector"
employment = 1270
medianWage = 64590
lq = 0.68

[[industries.top]]
naics = "54"
slug = "54"
title = "Professional, Scientific, and Technical Services"
level = "Sector"
employment = 640
medianWage = 45660
lq = 0.43

[[industries.top]]
naics = "56"
slug = "56"
title = "Administrative and Support and Waste Management and Remediation Services"
level = "Sector"
employment = 120
medianWage = 77020
lq = 0.1

[[industries.top]]
naics = "81"
slug = "81"
title = "Other Services (except Public Administration)"
level = "Sector"
employment = 120
medianWage = 51900
lq = 0.2

[[industries.top]]
naics = "561320"
slug = "561320"
title = "Temporary Help Services"
level = "National industry"
employment = 110
medianWage = 77020
lq = 0.3

[[industries.top]]
naics = "55"
slug = "55"
title = "Management of Companies and Enterprises"
level = "Sector"
employment = 60
medianWage = 75720

[[industries.top]]
naics = "62"
slug = "62"
title = "Health Care and Social Assistance"
level = "Sector"
employment = 50
medianWage = 40850

[[industries.top]]
naics = "711110"
slug = "711110"
title = "Theater Companies and Dinner Theaters"
level = "National industry"
employment = 50
medianWage = 75670

[[industries.concentrated]]
naics = "516120"
slug = "516120"
title = "Television Broadcasting Stations"
level = "National industry"
employment = 4830
lq = 544.18

[[industries.concentrated]]
naics = "516110"
slug = "516110"
title = "Radio Broadcasting Stations"
level = "National industry"
employment = 3850
lq = 543.84

[[industries.concentrated]]
naics = "51"
slug = "51"
title = "Information"
level = "Sector"
employment = 16640
lq = 41.86

[[industries.concentrated]]
naics = "71"
slug = "71"
title = "Arts, Entertainment, and Recreation"
level = "Sector"
employment = 1460
lq = 4.04

[[industries.concentrated]]
naics = "61"
slug = "61"
title = "Educational Services"
level = "Sector"
employment = 1270
lq = 0.68

[[industries.concentrated]]
naics = "54"
slug = "54"
title = "Professional, Scientific, and Technical Services"
level = "Sector"
employment = 640
lq = 0.43

[[industries.concentrated]]
naics = "561320"
slug = "561320"
title = "Temporary Help Services"
level = "National industry"
employment = 110
lq = 0.3

[[industries.concentrated]]
naics = "81"
slug = "81"
title = "Other Services (except Public Administration)"
level = "Sector"
employment = 120
lq = 0.2

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

[aiOutlook.index]
value = 52
percentile = 51
band = "Moderate"
version = "ai-exposure-index-v1"
componentCount = 3

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

[[aiOutlook.index.components]]
percentile = 60
source = "openai_gpts_are_gpts"

[[aiOutlook.index.components]]
percentile = 46
source = "microsoft_working_with_ai"

[aiOutlook.freyHistorical]
source = "frey"
label = "Computerization probability (Frey & Osborne, 2013)"
value = 0.74
percentile = 60
band = "Moderate"
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 = 0.2857142857142857
beta = 0.5238095238095237
gamma = 0.7619047619047619

[aiOutlook.bls]
growthPercent = -2.8
growthPercentile = 17
direction = "Declining"
annualOpeningsThousands = 1.8
annualOpeningsPercentile = 26
employment2024Thousands = 24.8
employment2034Thousands = 24.2

[[aiOutlook.exposure]]
source = "felten_aioe"
label = "Overall AI exposure (Felten et al.)"
value = 0.1222249
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 = 0.7619047619047619
percentile = 60
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 = 0.14022984071327635
percentile = 46
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 = "Prepare reports outlining past and future programs, including content."
usagePercent = 0.03625584920853378
importance = 3.36

[[aiOutlook.usageTasks]]
task = "Edit broadcast material electronically, using computers."
usagePercent = 0.002875818067532425
importance = 4.01

[[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 = 1
taskCount = 3
totalSample = 90
autonomyMedian = 3
dominantCollaboration = "directive"
automationShare = 53.19
augmentationShare = 36.17
workUsePercent = 82.98
release = "2026-01-15-v4-plus-2025-03-27-v2"

[[aiPlaybook.collaboration]]
label = "directive"
percent = 53.19

[[aiPlaybook.collaboration]]
label = "task iteration"
percent = 36.17

[[aiPlaybook.useCase]]
label = "work"
percent = 82.98

[[aiPlaybook.delegatedTasks]]
task = "Prepare reports outlining past and future programs, including content."
usagePercent = 0.004700587573446681
collaboration = "directive"
autonomyMedian = 3
sampleCount = 47

[[aiPlaybook.boundaryTasks]]
task = "Prepare reports outlining past and future programs, including content."
humanNeededPercent = 93.61702127659575
sampleCount = 47

[[aiPlaybook.seedPrompts]]
prompt = "Do this for me: prepare reports outlining past and future programs, including content. Give me a finished draft I can review and adjust."
collaboration = "directive"

[counts]
tasks = 27
skills = 47
capabilities = 120
tools = 23
relatedRoles = 20

[source]
dataset = "gold.onet_role_starter_surface"
version = "30.3"
generatedAt = "2026-06-02T21:00:32.945303+00:00"
contentHash = "65dccd802ad1aae6"

[[tasks]]
text = "Report equipment problems, ensure that repairs are made, and make emergency repairs to equipment when necessary and possible."
type = "Core"
iwa = "4.A.3.b.5.c"

[[tasks]]
text = "Monitor and log transmitter readings."
type = "Core"
iwa = "4.A.3.b.6.h"

[[tasks]]
text = "Maintain programming logs as required by station management and the Federal Communications Commission."
type = "Core"
iwa = "4.A.3.b.6.h"

[[tasks]]
text = "Monitor strength, clarity, and reliability of incoming and outgoing signals, and adjust equipment as necessary to maintain quality broadcasts."
type = "Core"
iwa = "4.A.1.a.2.a"

[[tasks]]
text = "Observe monitors and converse with station personnel to determine audio and video levels and to ascertain that programs are airing."
type = "Core"
iwa = "4.A.1.a.2.a"

[[tasks]]
text = "Preview scheduled programs to ensure that signals are functioning and programs are ready for transmission."
type = "Core"
iwa = "4.A.1.a.2.a"

[[tasks]]
text = "Play and record broadcast programs, using automation systems."
type = "Core"
iwa = "4.A.3.a.3.j"

[[tasks]]
text = "Set up, operate, and maintain broadcast station computers and networks."
type = "Core"
iwa = "4.A.3.a.3.j"

[[tasks]]
text = "Record sound onto tape or film for radio or television, checking its quality and making adjustments where necessary."
type = "Supplemental"
iwa = "4.A.3.a.3.e"

[[tasks]]
text = "Schedule programming or read television programming logs to determine which programs are to be recorded or aired."
type = "Supplemental"
iwa = "4.A.1.a.1.b"

[[tasks]]
text = "Select sources from which programming will be received or through which programming will be transmitted."
type = "Core"
iwa = "4.A.3.a.3.j"

[[tasks]]
text = "Install broadcast equipment, troubleshoot equipment problems, and perform maintenance or minor repairs, using hand tools."
type = "Core"
iwa = "4.A.3.a.3.j"

[[emergingTasks]]
text = "Develop budgets."

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

[[activities]]
name = "Operate communications, transmissions, or broadcasting equipment."
iwa = "4.A.3.a.3.j"

[[activities]]
name = "Maintain recording or broadcasting equipment."
iwa = "4.A.3.b.5.c"

[[activities]]
name = "Coordinate activities of production personnel."
iwa = "4.A.4.b.4.j"

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

[[activities]]
name = "Monitor broadcasting operations to ensure proper functioning."
iwa = "4.A.1.a.2.a"

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

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

[[activities]]
name = "Direct productions or performances."
iwa = "4.A.4.b.1.d"

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

[[activities]]
name = "Read materials to determine needed actions."
iwa = "4.A.1.a.1.b"

[[activities]]
name = "Schedule operational activities."
iwa = "4.A.2.b.5.b"

[[activities]]
name = "Edit audio or video recordings."
iwa = "4.A.2.b.1.k"

[[activities]]
name = "Determine technical requirements of productions or projects."
iwa = "4.A.2.b.1.d"

[[activities]]
name = "Design tools, fixtures, or other devices for production equipment."
iwa = "4.A.3.b.2.c"

[[activities]]
name = "Design electrical equipment or systems."
iwa = "4.A.3.b.2.e"

[[activities]]
name = "Confer with clients to determine needs."
iwa = "4.A.4.a.2.j"

[[capabilities]]
name = "Computers and Electronics"
family = "knowledge"
value = 4.51

[[capabilities]]
name = "Telecommunications"
family = "knowledge"
value = 4.2

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

[[capabilities]]
name = "Engineering and Technology"
family = "knowledge"
value = 3.81

[[capabilities]]
name = "Critical Thinking"
family = "essential_skill"
value = 3.75

[[capabilities]]
name = "Active Listening"
family = "essential_skill"
value = 3.62

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

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

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

[[capabilities]]
name = "Communications and Media"
family = "knowledge"
value = 3.54

[[capabilities]]
name = "Monitoring"
family = "essential_skill"
value = 3.5

[[capabilities]]
name = "Operations Monitoring"
family = "transferable_skill"
value = 3.5

[[capabilities]]
name = "English Language"
family = "knowledge"
value = 3.45

[[capabilities]]
name = "Writing"
family = "essential_skill"
value = 3.25

[[capabilities]]
name = "Complex Problem Solving"
family = "transferable_skill"
value = 3.25

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

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

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

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

[[capabilities]]
name = "Reading Comprehension"
family = "essential_skill"
value = 3.12

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

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

[[capabilities]]
name = "Equipment Maintenance"
family = "transferable_skill"
value = 3.12

[[capabilities]]
name = "Judgment and Decision Making"
family = "transferable_skill"
value = 3.12

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

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

[[capabilities]]
name = "Flexibility of Closure"
family = "ability"
value = 3.12

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

[[capabilities]]
name = "Visual Color Discrimination"
family = "ability"
value = 3.12

[[capabilities]]
name = "Speech Recognition"
family = "ability"
value = 3.12

[[capabilities]]
name = "Speech Clarity"
family = "ability"
value = 3.12

[[capabilities]]
name = "Social Perceptiveness"
family = "transferable_skill"
value = 3

[[capabilities]]
name = "Coordination"
family = "transferable_skill"
value = 3

[[capabilities]]
name = "Operation and Control"
family = "transferable_skill"
value = 3

[[capabilities]]
name = "Troubleshooting"
family = "transferable_skill"
value = 3

[[capabilities]]
name = "Fluency of Ideas"
family = "ability"
value = 3

[[capabilities]]
name = "Originality"
family = "ability"
value = 3

[[capabilities]]
name = "Category Flexibility"
family = "ability"
value = 3

[[capabilities]]
name = "Perceptual Speed"
family = "ability"
value = 3

[[capabilities]]
name = "Visualization"
family = "ability"
value = 3

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

[[skills]]
name = "Adobe Audition"
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 = "Adobe After Effects"
category = "Video creation and editing software"
hot = true
inDemand = false

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

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

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

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

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

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

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

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

[[tools]]
example = "Dassault Systemes CATIA"
category = "Computer aided design CAD software"
hot = false
inDemand = false

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

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

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

[[workContext]]
name = "E-Mail"
value = 4.97

[[workContext]]
name = "Indoors, Environmentally Controlled"
value = 4.95

[[workContext]]
name = "Face-to-Face Discussions with Individuals and Within Teams"
value = 4.79

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

[[workContext]]
name = "Work With or Contribute to a Work Group or Team"
value = 4.53

[[workContext]]
name = "Contact With Others"
value = 4.2

[[workContext]]
name = "Impact of Decisions on Co-workers or Company Results"
value = 4.15

[[workContext]]
name = "Importance of Being Exact or Accurate"
value = 4.15

[[workContext]]
name = "Spend Time Sitting"
value = 4.09

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

[[workContext]]
name = "Time Pressure"
value = 3.92

[[workContext]]
name = "Determine Tasks, Priorities and Goals"
value = 3.87

[[workContext]]
name = "Freedom to Make Decisions"
value = 3.84

[[workContext]]
name = "Work Outcomes and Results of Other Workers"
value = 3.68

[[workContext]]
name = "Spend Time Using Your Hands to Handle, Control, or Feel Objects, Tools, or Controls"
value = 3.5

[[workContext]]
name = "Exposed to Sounds, Noise Levels that are Distracting or Uncomfortable"
value = 3.32

[[workContext]]
name = "Written Letters and Memos"
value = 3.2

[[workContext]]
name = "Consequence of Error"
value = 3.17

[[workContext]]
name = "Importance of Repeating Same Tasks"
value = 3.07

[[workContext]]
name = "Physical Proximity"
value = 3.05

[[workContext]]
name = "Deal With External Customers or the Public in General"
value = 3.01

[[workContext]]
name = "Coordinate or Lead Others in Accomplishing Work Activities"
value = 2.82

[[workContext]]
name = "Level of Competition"
value = 2.71

[[workContext]]
name = "Degree of Automation"
value = 2.69

[[workContext]]
name = "Health and Safety of Other Workers"
value = 2.65

[[workContext]]
name = "Dealing With Unpleasant, Angry, or Discourteous People"
value = 2.57

[[workContext]]
name = "In an Enclosed Vehicle or Operate Enclosed Equipment"
value = 2.56

[[workContext]]
name = "Outdoors, Exposed to All Weather Conditions"
value = 2.43

[[workContext]]
name = "Spend Time Standing"
value = 2.43

[[workContext]]
name = "Conflict Situations"
value = 2.37

[[workContext]]
name = "Exposed to Cramped Work Space, Awkward Positions"
value = 2.29

[[workContext]]
name = "Pace Determined by Speed of Equipment"
value = 2.24

[[workContext]]
name = "Spend Time Making Repetitive Motions"
value = 2.21

[[workContext]]
name = "Exposed to High Places"
value = 2.17

[[workContext]]
name = "Indoors, Not Environmentally Controlled"
value = 2.02

[[workContext]]
name = "Spend Time Walking or Running"
value = 2.02

[[workContext]]
name = "Exposed to Hazardous Equipment"
value = 2

[[workContext]]
name = "Public Speaking"
value = 1.98

[[workContext]]
name = "Outdoors, Under Cover"
value = 1.98

[[workContext]]
name = "Wear Common Protective or Safety Equipment such as Safety Shoes, Glasses, Gloves, Hearing Protection, Hard Hats, or Life Jackets"
value = 1.94

[[personFit]]
name = "Mechanics/Electronics"
family = "specific_interest_area"
value = 5.63

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

[[personFit]]
name = "Realistic"
family = "career_interest_type"
value = 4.8

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

[[personFit]]
name = "Engineering"
family = "specific_interest_area"
value = 4.05

[[personFit]]
name = "Information Technology"
family = "specific_interest_area"
value = 3.92

[[personFit]]
name = "Investigative"
family = "career_interest_type"
value = 2.99

[[personFit]]
name = "Artistic"
family = "career_interest_type"
value = 2.82

[[personFit]]
name = "Dependability"
family = "work_style"
value = 2.56

[[personFit]]
name = "Enterprising"
family = "career_interest_type"
value = 2.5

[[personFit]]
name = "Attention to Detail"
family = "work_style"
value = 2.47

[[personFit]]
name = "Social"
family = "career_interest_type"
value = 2.13

[[personFit]]
name = "Physical/Manual Labor"
family = "specific_interest_area"
value = 2.02

[[personFit]]
name = "Music"
family = "specific_interest_area"
value = 1.9

[[personFit]]
name = "Cautiousness"
family = "work_style"
value = 1.82

[[personFit]]
name = "Integrity"
family = "work_style"
value = 1.7

[[relatedRoles]]
socCode = "27-4011.00"
slug = "role-27-4011-00"
title = "Audio and Video 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 = "49-2094.00"
slug = "role-49-2094-00"
title = "Electrical and Electronics Repairers, Commercial and Industrial Equipment"
tier = "Primary-Short"

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

[[relatedRoles]]
socCode = "51-8012.00"
slug = "role-51-8012-00"
title = "Power Distributors and Dispatchers"
tier = "Primary-Short"

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

[[relatedRoles]]
socCode = "27-4014.00"
slug = "role-27-4014-00"
title = "Sound Engineering Technicians"
tier = "Primary-Long"

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

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

[[relatedRoles]]
socCode = "15-1241.01"
slug = "role-15-1241-01"
title = "Telecommunications Engineering Specialists"
tier = "Primary-Long"

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

[[relatedRoles]]
socCode = "17-2072.00"
slug = "role-17-2072-00"
title = "Electronics Engineers, Except Computer"
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"

[[aiSignals]]
source = "frey_osborne"
label = "Computerization probability"
score = 0.74
scale = "0-1 probability"
release = "2013-baseline-2016-employment-snapshot"

[[aiSignals]]
source = "felten_aioe"
label = "AI occupational exposure"
score = 0.1222249
scale = "relative exposure score"
release = "2021-plus-generative-ai-workbooks"

[[aiSignals]]
source = "felten_image_generation_aioe"
label = "Image generation occupational exposure"
score = 0.5763181
scale = "relative exposure score"
release = "2021-plus-generative-ai-workbooks"

[[aiSignals]]
source = "felten_language_modeling_aioe"
label = "Language modeling occupational exposure"
score = -0.1105672
scale = "relative exposure score"
release = "2021-plus-generative-ai-workbooks"
