entityType = "role"
schemaVersion = "role.v1"
slug = "role-27-1025-00"
socCode = "27-1025.00"
title = "Interior Designers"
summary = "Plan, design, and furnish the internal space of rooms or buildings. Design interior environments or create physical layouts that are practical, aesthetic, and conducive to the intended purposes. May specialize in a particular field, style, or phase of interior design."
aliases = ["Designer", "Interior Design Consultant", "Interior Design Coordinator", "Interior Designer", "Certified Kitchen Designer", "Color and Materials Designer", "Commercial Interior Designer", "Decorating Consultant", "Interior Decorator", "Registered Interior Designer", "Bathroom Designer (Bath Designer)", "Decorator"]

[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 = 84

[[preparation.educationDistribution]]
label = "Some College Courses"
percentage = 4

[[preparation.educationDistribution]]
label = "Associate's Degree (or other 2-year degree)"
percentage = 4

[[preparation.educationDistribution]]
label = "Master's Degree"
percentage = 4

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

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

[market]
medianWage = 63490
meanWage = 71430
pct10Wage = 38480
pct25Wage = 49770
pct75Wage = 80830
pct90Wage = 106090
employment = 69580
areaTitle = "U.S."

[industries]
count = 19

[[industries.top]]
naics = "54"
slug = "54"
title = "Professional, Scientific, and Technical Services"
level = "Sector"
employment = 43100
medianWage = 70810
lq = 8.87

[[industries.top]]
naics = "44-45"
slug = "44-45"
title = "Retail Trade"
level = "Sector"
employment = 11280
medianWage = 49770
lq = 1.6

[[industries.top]]
naics = "23"
slug = "23"
title = "Construction"
level = "Sector"
employment = 5830
medianWage = 60170
lq = 1.59

[[industries.top]]
naics = "42"
slug = "42"
title = "Wholesale Trade"
level = "Sector"
employment = 3600
medianWage = 71750
lq = 1.32

[[industries.top]]
naics = "55"
slug = "55"
title = "Management of Companies and Enterprises"
level = "Sector"
employment = 1590
medianWage = 80600
lq = 1.25

[[industries.top]]
naics = "31-33"
slug = "31-33"
title = "Manufacturing"
level = "Sector"
employment = 960
medianWage = 58500
lq = 0.17

[[industries.top]]
naics = "541330"
slug = "541330"
title = "Engineering Services"
level = "National industry"
employment = 960
medianWage = 80430
lq = 1.84

[[industries.top]]
naics = "53"
slug = "53"
title = "Real Estate and Rental and Leasing"
level = "Sector"
employment = 820
medianWage = 65280
lq = 0.77

[[industries.top]]
naics = "56"
slug = "56"
title = "Administrative and Support and Waste Management and Remediation Services"
level = "Sector"
employment = 610
medianWage = 66750
lq = 0.15

[[industries.top]]
naics = "81"
slug = "81"
title = "Other Services (except Public Administration)"
level = "Sector"
employment = 370
medianWage = 61390
lq = 0.19

[[industries.top]]
naics = "561320"
slug = "561320"
title = "Temporary Help Services"
level = "National industry"
employment = 290
medianWage = 66750
lq = 0.24

[[industries.top]]
naics = "62"
slug = "62"
title = "Health Care and Social Assistance"
level = "Sector"
employment = 250
medianWage = 64520
lq = 0.02

[[industries.concentrated]]
naics = "54"
slug = "54"
title = "Professional, Scientific, and Technical Services"
level = "Sector"
employment = 43100
lq = 8.87

[[industries.concentrated]]
naics = "541330"
slug = "541330"
title = "Engineering Services"
level = "National industry"
employment = 960
lq = 1.84

[[industries.concentrated]]
naics = "44-45"
slug = "44-45"
title = "Retail Trade"
level = "Sector"
employment = 11280
lq = 1.6

[[industries.concentrated]]
naics = "23"
slug = "23"
title = "Construction"
level = "Sector"
employment = 5830
lq = 1.59

[[industries.concentrated]]
naics = "42"
slug = "42"
title = "Wholesale Trade"
level = "Sector"
employment = 3600
lq = 1.32

[[industries.concentrated]]
naics = "55"
slug = "55"
title = "Management of Companies and Enterprises"
level = "Sector"
employment = 1590
lq = 1.25

[[industries.concentrated]]
naics = "53"
slug = "53"
title = "Real Estate and Rental and Leasing"
level = "Sector"
employment = 820
lq = 0.77

[[industries.concentrated]]
naics = "561320"
slug = "561320"
title = "Temporary Help Services"
level = "National industry"
employment = 290
lq = 0.24

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

[aiOutlook.index]
value = 81
percentile = 85
band = "High"
version = "ai-exposure-index-v1"
componentCount = 3

[[aiOutlook.index.components]]
percentile = 79
source = "felten_aioe"

[[aiOutlook.index.components]]
percentile = 95
source = "openai_gpts_are_gpts"

[[aiOutlook.index.components]]
percentile = 70
source = "microsoft_working_with_ai"

[aiOutlook.freyHistorical]
source = "frey"
label = "Computerization probability (Frey & Osborne, 2013)"
value = 0.022
percentile = 15
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
beta = 0.5
gamma = 1

[aiOutlook.bls]
growthPercent = 3.2
growthPercentile = 54
direction = "About average"
annualOpeningsThousands = 7.8
annualOpeningsPercentile = 57
employment2024Thousands = 87.1
employment2034Thousands = 89.9

[[aiOutlook.exposure]]
source = "felten_aioe"
label = "Overall AI exposure (Felten et al.)"
value = 1.12168
percentile = 79
band = "High"
note = "How much this job's abilities overlap with what AI systems can do, across many AI capabilities. A relative research score, not a forecast of job loss."

[[aiOutlook.exposure]]
source = "eloundou_gamma"
label = "LLM task exposure, γ (OpenAI / Eloundou)"
value = 1
percentile = 95
band = "High"
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 = 0.20665794873886234
percentile = 70
band = "High"
note = "How applicable today's AI assistants are to this job's activities, measured from real Microsoft Copilot conversations. Applicability is not the same as replacement."

[[aiOutlook.usageTasks]]
task = "Estimate material requirements and costs, and present design to client for approval."
usagePercent = 0.008011207473840326
importance = 3.88

[[aiOutlook.usageTasks]]
task = "Formulate environmental plan to be practical, esthetic, and conducive to intended purposes, such as raising productivity or selling merchandise."
usagePercent = 0.002464986915027793
importance = 3.68

[[aiOutlook.usageTasks]]
task = "Subcontract fabrication, installation, and arrangement of carpeting, fixtures, accessories, draperies, paint and wall coverings, art work, furniture, and related items."
usagePercent = 0.0018487401862708444
importance = 4.05

[[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 = 4
totalSample = 333
autonomyMedian = 4
dominantCollaboration = "task iteration"
automationShare = 27.49
augmentationShare = 60.48
workUsePercent = 17.18
release = "2026-01-15-v4-plus-2025-03-27-v2"

[[aiPlaybook.collaboration]]
label = "task iteration"
percent = 36.43

[[aiPlaybook.collaboration]]
label = "learning"
percent = 24.05

[[aiPlaybook.collaboration]]
label = "directive"
percent = 21.65

[[aiPlaybook.collaboration]]
label = "feedback loop"
percent = 5.84

[[aiPlaybook.useCase]]
label = "personal"
percent = 78.35

[[aiPlaybook.useCase]]
label = "work"
percent = 17.18

[[aiPlaybook.delegatedTasks]]
task = "Advise client on interior design factors such as space planning, layout and use of furnishings or equipment, and color coordination."
usagePercent = 0.023102887860982625
collaboration = "task iteration"
autonomyMedian = 4
sampleCount = 231

[[aiPlaybook.delegatedTasks]]
task = "Confer with client to determine factors affecting planning interior environments, such as budget, architectural preferences, and purpose and function."
usagePercent = 0.006000750093761721
collaboration = "task iteration"
autonomyMedian = 4
sampleCount = 60

[[aiPlaybook.boundaryTasks]]
task = "Advise client on interior design factors such as space planning, layout and use of furnishings or equipment, and color coordination."
humanNeededPercent = 96.53679653679653
sampleCount = 231

[[aiPlaybook.boundaryTasks]]
task = "Confer with client to determine factors affecting planning interior environments, such as budget, architectural preferences, and purpose and function."
humanNeededPercent = 95
sampleCount = 60

[[aiPlaybook.seedPrompts]]
prompt = "Let's work through this together, step by step: advise client on interior design factors such as space planning, layout and use of furnishings or equipment, and color coordination. I'll give feedback as we go."
collaboration = "task iteration"

[[aiPlaybook.seedPrompts]]
prompt = "Let's work through this together, step by step: confer with client to determine factors affecting planning interior environments, such as budget, architectural preferences, and purpose and function. I'll give feedback as we go."
collaboration = "task iteration"

[counts]
tasks = 16
skills = 45
capabilities = 120
tools = 30
relatedRoles = 20

[source]
dataset = "gold.onet_role_starter_surface"
version = "30.3"
generatedAt = "2026-06-02T21:00:32.945303+00:00"
contentHash = "0aceb25e92560a58"

[[tasks]]
text = "Design plans to be safe and to be compliant with the American Disabilities Act (ADA)."
type = "Core"
iwa = "4.A.3.b.2.b"

[[tasks]]
text = "Use computer-aided drafting (CAD) and related software to produce construction documents."
type = "Core"
iwa = "4.A.2.b.2.o"

[[tasks]]
text = "Research health and safety code requirements to inform design."
type = "Core"
iwa = "4.A.2.b.3.a"

[[tasks]]
text = "Confer with client to determine factors affecting planning of interior environments, such as budget, architectural preferences, purpose, and function."
type = "Core"
iwa = "4.A.4.a.2.j"

[[tasks]]
text = "Advise client on interior design factors, such as space planning, layout and use of furnishings or equipment, and color coordination."
type = "Core"
iwa = "4.A.3.b.2.b"

[[tasks]]
text = "Coordinate with other professionals, such as contractors, architects, engineers, and plumbers, to ensure job success."
type = "Core"
iwa = "4.A.4.b.4.i"

[[tasks]]
text = "Review and detail shop drawings for construction plans."
type = "Core"
iwa = "4.A.1.a.1.b"

[[tasks]]
text = "Inspect construction work on site to ensure its adherence to the design plans."
type = "Core"
iwa = "4.A.1.b.2.e"

[[tasks]]
text = "Render design ideas in form of paste-ups or drawings."
type = "Core"
iwa = "4.A.2.b.2.o"

[[tasks]]
text = "Subcontract fabrication, installation, and arrangement of carpeting, fixtures, accessories, draperies, paint and wall coverings, art work, furniture, and related items."
type = "Core"
iwa = "4.A.4.b.4.i"

[[tasks]]
text = "Select or design, and purchase furnishings, art work, and accessories."
type = "Core"
iwa = "4.A.2.b.1.j"

[[tasks]]
text = "Estimate material requirements and costs, and present design to client for approval."
type = "Core"
iwa = "4.A.1.b.3.b"

[[emergingTasks]]
text = "Review contractor bids to subcontract fabrication, installation, and arrangement of carpeting, fixtures, accessories, draperies, paint and wall coverings, art work, furniture, and related items."

[[activities]]
name = "Estimate costs for projects or productions."
iwa = "4.A.1.b.3.b"

[[activities]]
name = "Present work to clients for approval."
iwa = "4.A.4.a.1.a"

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

[[activities]]
name = "Plan facility layouts or designs."
iwa = "4.A.3.b.2.b"

[[activities]]
name = "Discuss designs or plans with clients."
iwa = "4.A.4.a.2.j"

[[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 = "Monitor environmental impacts of production or development activities."
iwa = "4.A.1.a.1.j"

[[activities]]
name = "Evaluate environmental impact of operational or development activities."
iwa = "4.A.1.a.1.j"

[[activities]]
name = "Coordinate construction or installation activities."
iwa = "4.A.4.b.4.i"

[[activities]]
name = "Draw detailed or technical illustrations."
iwa = "4.A.2.b.2.o"

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

[[activities]]
name = "Review details of technical drawings or specifications."
iwa = "4.A.1.a.1.b"

[[activities]]
name = "Inspect facilities or sites to determine if they meet specifications or standards."
iwa = "4.A.1.b.2.e"

[[activities]]
name = "Incorporate green features into the design of structures or facilities."
iwa = "4.A.3.b.2.b"

[[activities]]
name = "Conduct research to inform art, designs, or other work."
iwa = "4.A.2.b.3.a"

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

[[capabilities]]
name = "Design"
family = "knowledge"
value = 4.88

[[capabilities]]
name = "Customer and Personal Service"
family = "knowledge"
value = 4.48

[[capabilities]]
name = "Building and Construction"
family = "knowledge"
value = 4.24

[[capabilities]]
name = "English Language"
family = "knowledge"
value = 4.12

[[capabilities]]
name = "Fluency of Ideas"
family = "ability"
value = 4.12

[[capabilities]]
name = "Originality"
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 = "Speaking"
family = "essential_skill"
value = 4

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

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

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

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

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

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

[[capabilities]]
name = "Sales and Marketing"
family = "knowledge"
value = 3.76

[[capabilities]]
name = "Social Perceptiveness"
family = "transferable_skill"
value = 3.75

[[capabilities]]
name = "Coordination"
family = "transferable_skill"
value = 3.75

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

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

[[capabilities]]
name = "Visual Color Discrimination"
family = "ability"
value = 3.75

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

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

[[capabilities]]
name = "Administration and Management"
family = "knowledge"
value = 3.64

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

[[capabilities]]
name = "Complex Problem Solving"
family = "transferable_skill"
value = 3.62

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

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

[[capabilities]]
name = "Computers and Electronics"
family = "knowledge"
value = 3.52

[[capabilities]]
name = "Persuasion"
family = "transferable_skill"
value = 3.5

[[capabilities]]
name = "Judgment and Decision Making"
family = "transferable_skill"
value = 3.5

[[capabilities]]
name = "Public Safety and Security"
family = "knowledge"
value = 3.4

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

[[capabilities]]
name = "Category Flexibility"
family = "ability"
value = 3.38

[[capabilities]]
name = "Fine Arts"
family = "knowledge"
value = 3.3

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

[[skills]]
name = "Autodesk Revit"
type = "Specialized Skill"

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

[[skills]]
name = "IBM Notes"
type = "Specialized Skill"

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

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

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

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

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

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

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

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

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

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

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

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

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

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

[[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 = "Trimble SketchUp Pro"
category = "Computer aided design CAD software"
hot = true
inDemand = true

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

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

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

[[tools]]
example = "20-20 Technologies 20-20 Design"
category = "Computer aided design CAD software"
hot = false
inDemand = false

[[tools]]
example = "Autodesk 3ds Max"
category = "Video creation and editing software"
hot = false
inDemand = false

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

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

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

[[tools]]
example = "AutoDesSys form Z"
category = "Computer aided design CAD software"
hot = false
inDemand = false

[[tools]]
example = "Computer aided design and drafting software CADD"
category = "Computer aided design CAD software"
hot = false
inDemand = false

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

[[tools]]
example = "Graphisoft ArchiCAD"
category = "Computer aided design CAD software"
hot = false
inDemand = false

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

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

[[tools]]
example = "Maxon Cinema 4D"
category = "Video creation and editing software"
hot = false
inDemand = false

[[tools]]
example = "McNeel Rhinoceros 3D"
category = "Computer aided design CAD software"
hot = false
inDemand = false

[[tools]]
example = "Vectorworks Designer"
category = "Computer aided design CAD software"
hot = false
inDemand = false

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

[[workContext]]
name = "E-Mail"
value = 4.96

[[workContext]]
name = "Telephone Conversations"
value = 4.88

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

[[workContext]]
name = "Contact With Others"
value = 4.52

[[workContext]]
name = "Work With or Contribute to a Work Group or Team"
value = 4.46

[[workContext]]
name = "Indoors, Environmentally Controlled"
value = 4.43

[[workContext]]
name = "Importance of Being Exact or Accurate"
value = 4.16

[[workContext]]
name = "Time Pressure"
value = 4.16

[[workContext]]
name = "Spend Time Sitting"
value = 4.08

[[workContext]]
name = "Deal With External Customers or the Public in General"
value = 4

[[workContext]]
name = "Determine Tasks, Priorities and Goals"
value = 3.92

[[workContext]]
name = "Freedom to Make Decisions"
value = 3.88

[[workContext]]
name = "Level of Competition"
value = 3.88

[[workContext]]
name = "Written Letters and Memos"
value = 3.83

[[workContext]]
name = "Coordinate or Lead Others in Accomplishing Work Activities"
value = 3.78

[[workContext]]
name = "Frequency of Decision Making"
value = 3.75

[[workContext]]
name = "Physical Proximity"
value = 3.46

[[workContext]]
name = "Impact of Decisions on Co-workers or Company Results"
value = 3.44

[[workContext]]
name = "Work Outcomes and Results of Other Workers"
value = 3.38

[[workContext]]
name = "Health and Safety of Other Workers"
value = 2.96

[[workContext]]
name = "Conflict Situations"
value = 2.92

[[workContext]]
name = "Importance of Repeating Same Tasks"
value = 2.88

[[workContext]]
name = "In an Enclosed Vehicle or Operate Enclosed Equipment"
value = 2.8

[[workContext]]
name = "Spend Time Standing"
value = 2.75

[[workContext]]
name = "Public Speaking"
value = 2.68

[[workContext]]
name = "Dealing With Unpleasant, Angry, or Discourteous People"
value = 2.62

[[workContext]]
name = "Exposed to Sounds, Noise Levels that are Distracting or Uncomfortable"
value = 2.6

[[workContext]]
name = "Spend Time Using Your Hands to Handle, Control, or Feel Objects, Tools, or Controls"
value = 2.4

[[workContext]]
name = "Spend Time Making Repetitive Motions"
value = 2.36

[[workContext]]
name = "Consequence of Error"
value = 2.29

[[workContext]]
name = "Wear Common Protective or Safety Equipment such as Safety Shoes, Glasses, Gloves, Hearing Protection, Hard Hats, or Life Jackets"
value = 2.25

[[workContext]]
name = "Indoors, Not Environmentally Controlled"
value = 2.12

[[workContext]]
name = "Degree of Automation"
value = 2.04

[[workContext]]
name = "Outdoors, Under Cover"
value = 1.92

[[workContext]]
name = "Outdoors, Exposed to All Weather Conditions"
value = 1.79

[[workContext]]
name = "Spend Time Walking or Running"
value = 1.78

[[workContext]]
name = "Exposed to Very Hot or Cold Temperatures"
value = 1.61

[[workContext]]
name = "Exposed to Extremely Bright or Inadequate Lighting Conditions"
value = 1.61

[[workContext]]
name = "Spend Time Kneeling, Crouching, Stooping, or Crawling"
value = 1.58

[[workContext]]
name = "Spend Time Bending or Twisting Your Body"
value = 1.57

[[personFit]]
name = "Applied Arts and Design"
family = "specific_interest_area"
value = 6.62

[[personFit]]
name = "Artistic"
family = "career_interest_type"
value = 5.56

[[personFit]]
name = "Visual Arts"
family = "specific_interest_area"
value = 5.16

[[personFit]]
name = "Realistic"
family = "career_interest_type"
value = 4.12

[[personFit]]
name = "Conventional"
family = "career_interest_type"
value = 3.82

[[personFit]]
name = "Enterprising"
family = "career_interest_type"
value = 3.7

[[personFit]]
name = "Investigative"
family = "career_interest_type"
value = 3.07

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

[[personFit]]
name = "Construction/Woodwork"
family = "specific_interest_area"
value = 2.92

[[personFit]]
name = "Personal Service"
family = "specific_interest_area"
value = 2.79

[[personFit]]
name = "Management/Administration"
family = "specific_interest_area"
value = 2.69

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

[[personFit]]
name = "Marketing/Advertising"
family = "specific_interest_area"
value = 2.53

[[personFit]]
name = "Sales"
family = "specific_interest_area"
value = 2.47

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

[[personFit]]
name = "Engineering"
family = "specific_interest_area"
value = 2.44

[[relatedRoles]]
socCode = "27-1021.00"
slug = "role-27-1021-00"
title = "Commercial and Industrial Designers"
tier = "Primary-Short"

[[relatedRoles]]
socCode = "27-1012.00"
slug = "role-27-1012-00"
title = "Craft Artists"
tier = "Primary-Short"

[[relatedRoles]]
socCode = "17-1012.00"
slug = "role-17-1012-00"
title = "Landscape Architects"
tier = "Primary-Short"

[[relatedRoles]]
socCode = "27-1022.00"
slug = "role-27-1022-00"
title = "Fashion Designers"
tier = "Primary-Short"

[[relatedRoles]]
socCode = "27-1026.00"
slug = "role-27-1026-00"
title = "Merchandise Displayers and Window Trimmers"
tier = "Primary-Short"

[[relatedRoles]]
socCode = "27-1027.00"
slug = "role-27-1027-00"
title = "Set and Exhibit Designers"
tier = "Primary-Long"

[[relatedRoles]]
socCode = "17-3011.00"
slug = "role-17-3011-00"
title = "Architectural and Civil Drafters"
tier = "Primary-Long"

[[relatedRoles]]
socCode = "27-1024.00"
slug = "role-27-1024-00"
title = "Graphic Designers"
tier = "Primary-Long"

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

[[relatedRoles]]
socCode = "17-3013.00"
slug = "role-17-3013-00"
title = "Mechanical Drafters"
tier = "Primary-Long"

[[relatedRoles]]
socCode = "17-1011.00"
slug = "role-17-1011-00"
title = "Architects, Except Landscape and Naval"
tier = "Supplemental"

[[relatedRoles]]
socCode = "51-7031.00"
slug = "role-51-7031-00"
title = "Model Makers, Wood"
tier = "Supplemental"

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

[[studyPrograms]]
title = "Architecture and Related Services"
slug = "architecture-and-related-services"

[[studyPrograms]]
title = "Family and Consumer Sciences/Human Sciences"
slug = "family-and-consumer-sciences-human-sciences"

[[studyPrograms]]
title = "Multi/Interdisciplinary Studies"
slug = "multi-interdisciplinary-studies"

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

[[aiSignals]]
source = "frey_osborne"
label = "Computerization probability"
score = 0.022
scale = "0-1 probability"
release = "2013-baseline-2016-employment-snapshot"

[[aiSignals]]
source = "felten_aioe"
label = "AI occupational exposure"
score = 1.12168
scale = "relative exposure score"
release = "2021-plus-generative-ai-workbooks"

[[aiSignals]]
source = "felten_image_generation_aioe"
label = "Image generation occupational exposure"
score = 2.420953
scale = "relative exposure score"
release = "2021-plus-generative-ai-workbooks"

[[aiSignals]]
source = "felten_language_modeling_aioe"
label = "Language modeling occupational exposure"
score = 0.8219336
scale = "relative exposure score"
release = "2021-plus-generative-ai-workbooks"
