entityType = "role"
schemaVersion = "role.v1"
slug = "role-27-1022-00"
socCode = "27-1022.00"
title = "Fashion Designers"
summary = "Design clothing and accessories. Create original designs or adapt fashion trends."
aliases = ["Apparel Designer", "Costume Designer", "Designer", "Fashion Designer", "Apparel and Accessories Designer", "Fashion Design Contractor", "Fashion Graphic Designer", "Fashion Stylist", "Handbag Designer", "Product Developer", "Accessories Designer", "Apparel Accessories Specialist"]
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 = "Bachelor's Degree"
percentage = 50.67

[[preparation.educationDistribution]]
label = "Associate's Degree (or other 2-year degree)"
percentage = 44.02

[[preparation.educationDistribution]]
label = "High School Diploma"
percentage = 3.62

[[preparation.educationDistribution]]
label = "Some College Courses"
percentage = 1.07

[[preparation.educationDistribution]]
label = "Less than a High School Diploma"
percentage = 0.63

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

[market]
medianWage = 80690
meanWage = 122430
pct10Wage = 35970
pct25Wage = 53730
pct75Wage = 107990
pct90Wage = 169620
employment = 20910
areaTitle = "U.S."

[industries]
count = 11

[[industries.top]]
naics = "42"
slug = "42"
title = "Wholesale Trade"
level = "Sector"
employment = 5930
medianWage = 81030
lq = 7.24

[[industries.top]]
naics = "44-45"
slug = "44-45"
title = "Retail Trade"
level = "Sector"
employment = 4540
medianWage = 40040
lq = 2.15

[[industries.top]]
naics = "55"
slug = "55"
title = "Management of Companies and Enterprises"
level = "Sector"
employment = 4490
medianWage = 100670
lq = 11.79

[[industries.top]]
naics = "31-33"
slug = "31-33"
title = "Manufacturing"
level = "Sector"
employment = 2360
medianWage = 76080
lq = 1.36

[[industries.top]]
naics = "54"
slug = "54"
title = "Professional, Scientific, and Technical Services"
level = "Sector"
employment = 1410
lq = 0.97

[[industries.top]]
naics = "51"
slug = "51"
title = "Information"
level = "Sector"
employment = 1130
medianWage = 93990
lq = 2.87

[[industries.top]]
naics = "71"
slug = "71"
title = "Arts, Entertainment, and Recreation"
level = "Sector"
employment = 620
medianWage = 54350
lq = 1.73

[[industries.top]]
naics = "711110"
slug = "711110"
title = "Theater Companies and Dinner Theaters"
level = "National industry"
employment = 240
medianWage = 48530
lq = 24.45

[[industries.top]]
naics = "56"
slug = "56"
title = "Administrative and Support and Waste Management and Remediation Services"
level = "Sector"
employment = 200
medianWage = 85550
lq = 0.16

[[industries.top]]
naics = "561320"
slug = "561320"
title = "Temporary Help Services"
level = "National industry"
employment = 200
medianWage = 85540
lq = 0.56

[[industries.top]]
naics = "61"
slug = "61"
title = "Educational Services"
level = "Sector"
employment = 160
medianWage = 52320
lq = 0.09

[[industries.concentrated]]
naics = "711110"
slug = "711110"
title = "Theater Companies and Dinner Theaters"
level = "National industry"
employment = 240
lq = 24.45

[[industries.concentrated]]
naics = "55"
slug = "55"
title = "Management of Companies and Enterprises"
level = "Sector"
employment = 4490
lq = 11.79

[[industries.concentrated]]
naics = "42"
slug = "42"
title = "Wholesale Trade"
level = "Sector"
employment = 5930
lq = 7.24

[[industries.concentrated]]
naics = "51"
slug = "51"
title = "Information"
level = "Sector"
employment = 1130
lq = 2.87

[[industries.concentrated]]
naics = "44-45"
slug = "44-45"
title = "Retail Trade"
level = "Sector"
employment = 4540
lq = 2.15

[[industries.concentrated]]
naics = "71"
slug = "71"
title = "Arts, Entertainment, and Recreation"
level = "Sector"
employment = 620
lq = 1.73

[[industries.concentrated]]
naics = "31-33"
slug = "31-33"
title = "Manufacturing"
level = "Sector"
employment = 2360
lq = 1.36

[[industries.concentrated]]
naics = "54"
slug = "54"
title = "Professional, Scientific, and Technical Services"
level = "Sector"
employment = 1410
lq = 0.97

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

[aiOutlook.index]
value = 70
percentile = 70
band = "High"
version = "ai-exposure-index-v1"
componentCount = 3

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

[[aiOutlook.index.components]]
percentile = 63
source = "openai_gpts_are_gpts"

[[aiOutlook.index.components]]
percentile = 84
source = "microsoft_working_with_ai"

[aiOutlook.freyHistorical]
source = "frey"
label = "Computerization probability (Frey & Osborne, 2013)"
value = 0.021
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 = 0.390625
gamma = 0.78125

[aiOutlook.bls]
growthPercent = 2
growthPercentile = 40
direction = "About average"
annualOpeningsThousands = 2.3
annualOpeningsPercentile = 31
employment2024Thousands = 25.7
employment2034Thousands = 26.2

[[aiOutlook.exposure]]
source = "felten_aioe"
label = "Overall AI exposure (Felten et al.)"
value = 0.5801539
percentile = 62
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 = 0.78125
percentile = 63
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 = 0.2709395823849275
percentile = 84
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 = "Design custom clothing and accessories for individuals, retailers, or theatrical, television, or film productions."
usagePercent = 0.011092441117625067
importance = 3.62

[[aiOutlook.usageTasks]]
task = "Read scripts and consult directors and other production staff to develop design concepts and plan productions."
usagePercent = 0.010784317753246593
importance = 3.36

[[aiOutlook.usageTasks]]
task = "Sketch rough and detailed drawings of apparel or accessories, and write specifications such as color schemes, construction, material types, and accessory requirements."
usagePercent = 0.005854343923191008
importance = 4.81

[[aiOutlook.usageTasks]]
task = "Identify target markets for designs, looking at factors such as age, gender, and socioeconomic status."
usagePercent = 0.00523809719443406
importance = 3.91

[[aiOutlook.usageTasks]]
task = "Visit textile showrooms to keep up-to-date on the latest fabrics."
usagePercent = 0.004519142677550953
importance = 3.47

[[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 = 5
totalSample = 261
autonomyMedian = 4
dominantCollaboration = "task iteration"
automationShare = 38.39
augmentationShare = 45.09
workUsePercent = 30.8
release = "2026-01-15-v4-plus-2025-03-27-v2"

[[aiPlaybook.collaboration]]
label = "task iteration"
percent = 45.09

[[aiPlaybook.collaboration]]
label = "directive"
percent = 38.39

[[aiPlaybook.useCase]]
label = "personal"
percent = 62.5

[[aiPlaybook.useCase]]
label = "work"
percent = 30.8

[[aiPlaybook.delegatedTasks]]
task = "Read scripts and consult directors and other production staff to develop design concepts and plan productions."
usagePercent = 0.011501437679709963
collaboration = "directive"
autonomyMedian = 4
sampleCount = 115

[[aiPlaybook.delegatedTasks]]
task = "Sketch rough and detailed drawings of apparel or accessories, and write specifications such as color schemes, construction, material types, and accessory requirements."
usagePercent = 0.006300787598449806
collaboration = "task iteration"
autonomyMedian = 4
sampleCount = 63

[[aiPlaybook.delegatedTasks]]
task = "Design custom clothing and accessories for individuals, retailers, or theatrical, television, or film productions."
usagePercent = 0.004600575071883986
collaboration = "task iteration"
autonomyMedian = 4
sampleCount = 46

[[aiPlaybook.boundaryTasks]]
task = "Read scripts and consult directors and other production staff to develop design concepts and plan productions."
humanNeededPercent = 94.78260869565217
sampleCount = 115

[[aiPlaybook.boundaryTasks]]
task = "Design custom clothing and accessories for individuals, retailers, or theatrical, television, or film productions."
humanNeededPercent = 93.47826086956522
sampleCount = 46

[[aiPlaybook.boundaryTasks]]
task = "Sketch rough and detailed drawings of apparel or accessories, and write specifications such as color schemes, construction, material types, and accessory requirements."
humanNeededPercent = 85.71428571428571
sampleCount = 63

[[aiPlaybook.seedPrompts]]
prompt = "Do this for me: read scripts and consult directors and other production staff to develop design concepts and plan productions. Give me a finished draft I can review and adjust."
collaboration = "directive"

[[aiPlaybook.seedPrompts]]
prompt = "Let's work through this together, step by step: sketch rough and detailed drawings of apparel or accessories, and write specifications such as color schemes, construction, material types, and accessory requirements. I'll give feedback as we go."
collaboration = "task iteration"

[[aiPlaybook.seedPrompts]]
prompt = "Let's work through this together, step by step: design custom clothing and accessories for individuals, retailers, or theatrical, television, or film productions. I'll give feedback as we go."
collaboration = "task iteration"

[counts]
tasks = 20
skills = 44
capabilities = 120
tools = 29
relatedRoles = 20

[source]
dataset = "gold.onet_role_starter_surface"
version = "30.3"
generatedAt = "2026-06-02T21:00:32.945303+00:00"
contentHash = "71a6996440f591a4"

[[tasks]]
text = "Sketch rough and detailed drawings of apparel or accessories, and write specifications such as color schemes, construction, material types, and accessory requirements."
type = "Core"
iwa = "4.A.2.b.2.o"

[[tasks]]
text = "Examine sample garments on and off models, modifying designs to achieve desired effects."
type = "Core"
iwa = "4.A.2.b.2.t"

[[tasks]]
text = "Determine prices for styles."
type = "Supplemental"
iwa = "4.A.2.b.1.a"

[[tasks]]
text = "Confer with sales and management executives or with clients to discuss design ideas."
type = "Core"
iwa = "4.A.4.a.2.h"

[[tasks]]
text = "Select materials and production techniques to be used for products."
type = "Core"
iwa = "4.A.2.b.1.j"

[[tasks]]
text = "Provide sample garments to agents and sales representatives, and arrange for showings of sample garments at sales meetings or fashion shows."
type = "Core"
iwa = "4.A.4.a.6.c"

[[tasks]]
text = "Direct and coordinate workers involved in drawing and cutting patterns and constructing samples or finished garments."
type = "Core"
iwa = "4.A.4.b.4.e"

[[tasks]]
text = "Develop a group of products or accessories, and market them through venues such as boutiques or mail-order catalogs."
type = "Supplemental"
iwa = "4.A.2.b.2.t"

[[tasks]]
text = "Identify target markets for designs, looking at factors such as age, gender, and socioeconomic status."
type = "Core"
iwa = "4.A.1.a.1.n"

[[tasks]]
text = "Draw patterns for articles designed, cut patterns, and cut material according to patterns, using measuring instruments and scissors."
type = "Supplemental"
iwa = "4.A.3.a.2.aj"

[[tasks]]
text = "Collaborate with other designers to coordinate special products and designs."
type = "Core"
iwa = "4.A.4.a.2.h"

[[tasks]]
text = "Attend fashion shows and review garment magazines and manuals to gather information about fashion trends and consumer preferences."
type = "Core"
iwa = "4.A.1.a.2.h"

[[activities]]
name = "Coordinate design activities."
iwa = "4.A.4.b.4.e"

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

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

[[activities]]
name = "Write informational material."
iwa = "4.A.3.b.6.l"

[[activities]]
name = "Collaborate with others to develop or refine designs."
iwa = "4.A.4.a.2.h"

[[activities]]
name = "Conduct market research."
iwa = "4.A.1.a.1.n"

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

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

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

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

[[activities]]
name = "Determine the value of goods or services."
iwa = "4.A.2.b.1.a"

[[activities]]
name = "Calculate costs of goods or services."
iwa = "4.A.2.b.1.a"

[[activities]]
name = "Build models, patterns, or templates."
iwa = "4.A.3.a.2.aj"

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

[[activities]]
name = "Test materials, solutions, or samples."
iwa = "4.A.1.b.2.c"

[[activities]]
name = "Test characteristics of materials or structures."
iwa = "4.A.1.b.2.c"

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

[[capabilities]]
name = "Design"
family = "knowledge"
value = 4.41

[[capabilities]]
name = "Originality"
family = "ability"
value = 4.25

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

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

[[capabilities]]
name = "Critical Thinking"
family = "essential_skill"
value = 3.88

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

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

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

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

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

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

[[capabilities]]
name = "Judgment and Decision Making"
family = "transferable_skill"
value = 3.75

[[capabilities]]
name = "Time Management"
family = "transferable_skill"
value = 3.75

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

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

[[capabilities]]
name = "Near Vision"
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 = "Reading Comprehension"
family = "essential_skill"
value = 3.62

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

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

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

[[capabilities]]
name = "Category Flexibility"
family = "ability"
value = 3.62

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

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

[[capabilities]]
name = "Service Orientation"
family = "transferable_skill"
value = 3.5

[[capabilities]]
name = "Management of Personnel Resources"
family = "transferable_skill"
value = 3.5

[[capabilities]]
name = "Inductive Reasoning"
family = "ability"
value = 3.5

[[capabilities]]
name = "Writing"
family = "essential_skill"
value = 3.38

[[capabilities]]
name = "Speech Clarity"
family = "ability"
value = 3.38

[[capabilities]]
name = "Computers and Electronics"
family = "knowledge"
value = 3.35

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

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

[[capabilities]]
name = "Sales and Marketing"
family = "knowledge"
value = 3.19

[[capabilities]]
name = "English Language"
family = "knowledge"
value = 3.13

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

[[skills]]
name = "Corel Painter"
type = "Specialized Skill"

[[skills]]
name = "Autodesk SketchBook Pro"
type = "Specialized Skill"

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

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

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

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

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

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

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

[[skills]]
name = "Chemistry"
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 = "Microsoft Excel"
category = "Spreadsheet software"
hot = true
inDemand = true

[[tools]]
example = "Microsoft Office software"
category = "Office suite software"
hot = true
inDemand = true

[[tools]]
example = "Microsoft PowerPoint"
category = "Presentation software"
hot = true
inDemand = true

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

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

[[tools]]
example = "JavaScript"
category = "Web platform development software"
hot = true
inDemand = false

[[tools]]
example = "Microsoft Outlook"
category = "Electronic mail software"
hot = true
inDemand = false

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

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

[[tools]]
example = "Trimble SketchUp Pro"
category = "Computer aided design CAD software"
hot = true
inDemand = false

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

[[tools]]
example = "Autodesk SketchBook Pro"
category = "Graphics or photo imaging software"
hot = false
inDemand = false

[[tools]]
example = "C-DESIGN Fashion"
category = "Computer aided design CAD software"
hot = false
inDemand = false

[[tools]]
example = "CLO Virtual Fashion Marvelous Designer"
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 = "Corel CorelDraw Graphics Suite"
category = "Graphics or photo imaging software"
hot = false
inDemand = false

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

[[tools]]
example = "Fashion Toolbox"
category = "Computer aided design CAD software"
hot = false
inDemand = false

[[tools]]
example = "Financial accounting software"
category = "Accounting software"
hot = false
inDemand = false

[[tools]]
example = "Lectra Prima Vision Print Repeat"
category = "Graphics or photo imaging software"
hot = false
inDemand = false

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

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

[[tools]]
example = "StartingAClothingLine.com Digital Fashion Pro"
category = "Computer aided design CAD software"
hot = false
inDemand = false

[[tools]]
example = "User interface design software"
category = "Program testing software"
hot = false
inDemand = false

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

[[workContext]]
name = "E-Mail"
value = 4.73

[[workContext]]
name = "Time Pressure"
value = 4.09

[[workContext]]
name = "Spend Time Sitting"
value = 3.96

[[workContext]]
name = "Contact With Others"
value = 3.95

[[workContext]]
name = "Face-to-Face Discussions with Individuals and Within Teams"
value = 3.88

[[workContext]]
name = "Indoors, Environmentally Controlled"
value = 3.83

[[workContext]]
name = "Importance of Being Exact or Accurate"
value = 3.65

[[workContext]]
name = "Determine Tasks, Priorities and Goals"
value = 3.64

[[workContext]]
name = "Freedom to Make Decisions"
value = 3.59

[[workContext]]
name = "Work Outcomes and Results of Other Workers"
value = 3.51

[[workContext]]
name = "Work With or Contribute to a Work Group or Team"
value = 3.5

[[workContext]]
name = "Impact of Decisions on Co-workers or Company Results"
value = 3.41

[[workContext]]
name = "Spend Time Using Your Hands to Handle, Control, or Feel Objects, Tools, or Controls"
value = 3.32

[[workContext]]
name = "Level of Competition"
value = 3.3

[[workContext]]
name = "Physical Proximity"
value = 3.24

[[workContext]]
name = "Coordinate or Lead Others in Accomplishing Work Activities"
value = 3.23

[[workContext]]
name = "Health and Safety of Other Workers"
value = 3.19

[[workContext]]
name = "Deal With External Customers or the Public in General"
value = 3.17

[[workContext]]
name = "Telephone Conversations"
value = 3.12

[[workContext]]
name = "Spend Time Making Repetitive Motions"
value = 3

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

[[workContext]]
name = "Importance of Repeating Same Tasks"
value = 2.94

[[workContext]]
name = "Frequency of Decision Making"
value = 2.72

[[workContext]]
name = "Written Letters and Memos"
value = 2.66

[[workContext]]
name = "Pace Determined by Speed of Equipment"
value = 2.66

[[workContext]]
name = "Spend Time Standing"
value = 2.64

[[workContext]]
name = "Exposed to Sounds, Noise Levels that are Distracting or Uncomfortable"
value = 2.51

[[workContext]]
name = "Spend Time Bending or Twisting Your Body"
value = 2.5

[[workContext]]
name = "Conflict Situations"
value = 2.41

[[workContext]]
name = "Degree of Automation"
value = 2.05

[[workContext]]
name = "Public Speaking"
value = 1.99

[[workContext]]
name = "Spend Time Walking or Running"
value = 1.88

[[workContext]]
name = "In an Enclosed Vehicle or Operate Enclosed Equipment"
value = 1.86

[[workContext]]
name = "Exposed to Contaminants"
value = 1.86

[[workContext]]
name = "Consequence of Error"
value = 1.85

[[workContext]]
name = "Indoors, Not Environmentally Controlled"
value = 1.75

[[workContext]]
name = "Spend Time Kneeling, Crouching, Stooping, or Crawling"
value = 1.74

[[workContext]]
name = "Spend Time Keeping or Regaining Balance"
value = 1.67

[[workContext]]
name = "Exposed to Extremely Bright or Inadequate Lighting Conditions"
value = 1.66

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

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

[[personFit]]
name = "Applied Arts and Design"
family = "specific_interest_area"
value = 6.58

[[personFit]]
name = "Visual Arts"
family = "specific_interest_area"
value = 5.85

[[personFit]]
name = "Realistic"
family = "career_interest_type"
value = 4.34

[[personFit]]
name = "Attention to Detail"
family = "work_style"
value = 4

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

[[personFit]]
name = "Marketing/Advertising"
family = "specific_interest_area"
value = 3.55

[[personFit]]
name = "Achievement Orientation"
family = "work_style"
value = 3

[[personFit]]
name = "Conventional"
family = "career_interest_type"
value = 2.94

[[personFit]]
name = "Management/Administration"
family = "specific_interest_area"
value = 2.93

[[personFit]]
name = "Sales"
family = "specific_interest_area"
value = 2.7

[[personFit]]
name = "Innovation"
family = "work_style"
value = 2.64

[[personFit]]
name = "Public Speaking"
family = "specific_interest_area"
value = 2.62

[[personFit]]
name = "Social"
family = "career_interest_type"
value = 2.35

[[personFit]]
name = "Business Initiatives"
family = "specific_interest_area"
value = 2.29

[[personFit]]
name = "Adaptability"
family = "work_style"
value = 2.21

[[relatedRoles]]
socCode = "51-6092.00"
slug = "role-51-6092-00"
title = "Fabric and Apparel Patternmakers"
tier = "Primary-Short"

[[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 = "27-1024.00"
slug = "role-27-1024-00"
title = "Graphic Designers"
tier = "Primary-Short"

[[relatedRoles]]
socCode = "51-6052.00"
slug = "role-51-6052-00"
title = "Tailors, Dressmakers, and Custom Sewers"
tier = "Primary-Short"

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

[[relatedRoles]]
socCode = "27-1025.00"
slug = "role-27-1025-00"
title = "Interior Designers"
tier = "Primary-Long"

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

[[relatedRoles]]
socCode = "51-6051.00"
slug = "role-51-6051-00"
title = "Sewers, Hand"
tier = "Primary-Long"

[[relatedRoles]]
socCode = "51-9071.00"
slug = "role-51-9071-00"
title = "Jewelers and Precious Stone and Metal Workers"
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 = "27-1011.00"
slug = "role-27-1011-00"
title = "Art Directors"
tier = "Supplemental"

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

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

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

[[aiSignals]]
source = "frey_osborne"
label = "Computerization probability"
score = 0.021
scale = "0-1 probability"
release = "2013-baseline-2016-employment-snapshot"

[[aiSignals]]
source = "felten_aioe"
label = "AI occupational exposure"
score = 0.5801539
scale = "relative exposure score"
release = "2021-plus-generative-ai-workbooks"

[[aiSignals]]
source = "felten_image_generation_aioe"
label = "Image generation occupational exposure"
score = 1.301089
scale = "relative exposure score"
release = "2021-plus-generative-ai-workbooks"

[[aiSignals]]
source = "felten_language_modeling_aioe"
label = "Language modeling occupational exposure"
score = 0.5077618
scale = "relative exposure score"
release = "2021-plus-generative-ai-workbooks"
