entityType = "role"
schemaVersion = "role.v1"
slug = "role-51-6052-00"
socCode = "51-6052.00"
title = "Tailors, Dressmakers, and Custom Sewers"
summary = "Design, make, alter, repair, or fit garments."
aliases = ["Alterations Sewer", "Dressmaker", "Seamstress", "Tailor", "Alterations Expert", "Bridal Designer", "Clothing Pattern Designer", "Custom Dressmaker", "Custom Sewer", "Custom Tailor", "Alteration Tailor", "Alterations Associate"]
emergingTasks = []
studyPrograms = []

[preparation]
jobZone = "2"
jobZoneName = "Job Zone 1-2: Very Little to Some Preparation Needed"
education = "Usually requires a high school diploma or GED, though some occupations may not."
experience = "Some occupations may need little or no previous experience; others require several months to a year of experience. For example, landscaping and groundskeeping workers might require very little training or previous experience, while agricultural equipment operators can benefit from on-the job training."
svpRange = "(Below 6.0)"

[[preparation.educationDistribution]]
label = "High School Diploma"
percentage = 57.66

[[preparation.educationDistribution]]
label = "Less than a High School Diploma"
percentage = 16.87

[[preparation.educationDistribution]]
label = "Post-Secondary Certificate"
percentage = 16.01

[[preparation.educationDistribution]]
label = "Bachelor's Degree"
percentage = 9.46

[educationLevel]
category = "No formal educational credential"
slug = "no-formal-educational-credential"

[market]
medianWage = 40860
meanWage = 44050
pct10Wage = 27110
pct25Wage = 33480
pct75Wage = 49780
pct90Wage = 62490
employment = 16290
areaTitle = "U.S."

[industries]
count = 16

[[industries.top]]
naics = "44-45"
slug = "44-45"
title = "Retail Trade"
level = "Sector"
employment = 6070
medianWage = 44200
lq = 3.68

[[industries.top]]
naics = "81"
slug = "81"
title = "Other Services (except Public Administration)"
level = "Sector"
employment = 5210
medianWage = 37410
lq = 11.14

[[industries.top]]
naics = "31-33"
slug = "31-33"
title = "Manufacturing"
level = "Sector"
employment = 2110
medianWage = 43170
lq = 1.56

[[industries.top]]
naics = "42"
slug = "42"
title = "Wholesale Trade"
level = "Sector"
employment = 1010
medianWage = 35600
lq = 1.58

[[industries.top]]
naics = "72"
slug = "72"
title = "Accommodation and Food Services"
level = "Sector"
employment = 290
medianWage = 44290
lq = 0.19

[[industries.top]]
naics = "53"
slug = "53"
title = "Real Estate and Rental and Leasing"
level = "Sector"
employment = 280
medianWage = 40040
lq = 1.12

[[industries.top]]
naics = "51"
slug = "51"
title = "Information"
level = "Sector"
employment = 260
medianWage = 103130
lq = 0.85

[[industries.top]]
naics = "71"
slug = "71"
title = "Arts, Entertainment, and Recreation"
level = "Sector"
employment = 230
medianWage = 44990
lq = 0.82

[[industries.top]]
naics = "54"
slug = "54"
title = "Professional, Scientific, and Technical Services"
level = "Sector"
employment = 200
medianWage = 41590
lq = 0.18

[[industries.top]]
naics = "56"
slug = "56"
title = "Administrative and Support and Waste Management and Remediation Services"
level = "Sector"
employment = 130
medianWage = 41260
lq = 0.14

[[industries.top]]
naics = "711110"
slug = "711110"
title = "Theater Companies and Dinner Theaters"
level = "National industry"
employment = 120
medianWage = 45910
lq = 15.69

[[industries.top]]
naics = "721120"
slug = "721120"
title = "Casino Hotels"
level = "National industry"
employment = 120
medianWage = 41840
lq = 3.37

[[industries.concentrated]]
naics = "711110"
slug = "711110"
title = "Theater Companies and Dinner Theaters"
level = "National industry"
employment = 120
lq = 15.69

[[industries.concentrated]]
naics = "81"
slug = "81"
title = "Other Services (except Public Administration)"
level = "Sector"
employment = 5210
lq = 11.14

[[industries.concentrated]]
naics = "44-45"
slug = "44-45"
title = "Retail Trade"
level = "Sector"
employment = 6070
lq = 3.68

[[industries.concentrated]]
naics = "721120"
slug = "721120"
title = "Casino Hotels"
level = "National industry"
employment = 120
lq = 3.37

[[industries.concentrated]]
naics = "42"
slug = "42"
title = "Wholesale Trade"
level = "Sector"
employment = 1010
lq = 1.58

[[industries.concentrated]]
naics = "31-33"
slug = "31-33"
title = "Manufacturing"
level = "Sector"
employment = 2110
lq = 1.56

[[industries.concentrated]]
naics = "53"
slug = "53"
title = "Real Estate and Rental and Leasing"
level = "Sector"
employment = 280
lq = 1.12

[[industries.concentrated]]
naics = "51"
slug = "51"
title = "Information"
level = "Sector"
employment = 260
lq = 0.85

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

[aiOutlook.index]
value = 22
percentile = 20
band = "Low"
version = "ai-exposure-index-v1"
componentCount = 3

[[aiOutlook.index.components]]
percentile = 37
source = "felten_aioe"

[[aiOutlook.index.components]]
percentile = 18
source = "openai_gpts_are_gpts"

[[aiOutlook.index.components]]
percentile = 10
source = "microsoft_working_with_ai"

[aiOutlook.freyHistorical]
source = "frey"
label = "Computerization probability (Frey & Osborne, 2013)"
value = 0.84
percentile = 69
band = "High"
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 = 0.045454545454545456
beta = 0.09090909090909091
gamma = 0.13636363636363635

[aiOutlook.bls]
growthPercent = -4.5
growthPercentile = 13
direction = "Declining"
annualOpeningsThousands = 5
annualOpeningsPercentile = 49
employment2024Thousands = 38.8
employment2034Thousands = 37.1

[[aiOutlook.exposure]]
source = "felten_aioe"
label = "Overall AI exposure (Felten et al.)"
value = -0.4305268
percentile = 37
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 = 0.13636363636363635
percentile = 18
band = "Low"
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 = 0.04755970366120081
percentile = 10
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 = "Develop, copy, or adapt designs for garments, and design patterns to fit measurements, applying knowledge of garment design, construction, styling, and fabric."
usagePercent = 0.08288518501780953
importance = 3.92

[[aiOutlook.usageTasks]]
task = "Confer with customers to determine types of material and garment styles desired."
usagePercent = 0.007805791897588011
importance = 3.95

[[aiOutlook.usageTasks]]
task = "Fit, alter, repair, and make made-to-measure clothing, according to customers' and clothing manufacturers' specifications and fit, and applying principles of garment design, construction, and styling."
usagePercent = 0.0016433246100185286
importance = 4.09

[[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 = 2
totalSample = 867
autonomyMedian = 4
dominantCollaboration = "task iteration"
automationShare = 40.66
augmentationShare = 58.04
workUsePercent = 47.52
release = "2026-01-15-v4-plus-2025-03-27-v2"

[[aiPlaybook.collaboration]]
label = "task iteration"
percent = 47.87

[[aiPlaybook.collaboration]]
label = "directive"
percent = 36.88

[[aiPlaybook.collaboration]]
label = "learning"
percent = 5.91

[[aiPlaybook.collaboration]]
label = "validation"
percent = 4.26

[[aiPlaybook.collaboration]]
label = "feedback loop"
percent = 3.78

[[aiPlaybook.useCase]]
label = "personal"
percent = 47.99

[[aiPlaybook.useCase]]
label = "work"
percent = 47.52

[[aiPlaybook.useCase]]
label = "coursework"
percent = 4.49

[[aiPlaybook.delegatedTasks]]
task = "Develop, copy, or adapt designs for garments, and design patterns to fit measurements, applying knowledge of garment design, construction, styling, and fabric."
usagePercent = 0.08461057632204026
collaboration = "task iteration"
autonomyMedian = 4
sampleCount = 846

[[aiPlaybook.boundaryTasks]]
task = "Develop, copy, or adapt designs for garments, and design patterns to fit measurements, applying knowledge of garment design, construction, styling, and fabric."
humanNeededPercent = 90.30732860520094
sampleCount = 846

[[aiPlaybook.seedPrompts]]
prompt = "Let's work through this together, step by step: develop, copy, or adapt designs for garments, and design patterns to fit measurements, applying knowledge of garment design, construction, styling, and fabric. I'll give feedback as we go."
collaboration = "task iteration"

[counts]
tasks = 22
skills = 35
capabilities = 120
tools = 9
relatedRoles = 20

[source]
dataset = "gold.onet_role_starter_surface"
version = "30.3"
generatedAt = "2026-06-02T21:00:32.945303+00:00"
contentHash = "a82332c45d064ffc"

[[tasks]]
text = "Measure parts, such as sleeves or pant legs, and mark or pin-fold alteration lines."
type = "Core"
iwa = "4.A.1.b.3.a"

[[tasks]]
text = "Remove stitches from garments to be altered, using rippers or razor blades."
type = "Core"
iwa = "4.A.3.a.2.e"

[[tasks]]
text = "Sew garments, using needles and thread or sewing machines."
type = "Core"
iwa = "4.A.3.a.2.e"

[[tasks]]
text = "Let out or take in seams in suits and other garments to improve fit."
type = "Core"
iwa = "4.A.3.a.2.e"

[[tasks]]
text = "Fit and study garments on customers to determine required alterations."
type = "Core"
iwa = "4.A.1.b.3.e"

[[tasks]]
text = "Measure customers, using tape measures, and record measurements."
type = "Core"
iwa = "4.A.1.b.3.e"

[[tasks]]
text = "Trim excess material, using scissors."
type = "Core"
iwa = "4.A.3.a.2.l"

[[tasks]]
text = "Assemble garment parts and join parts with basting stitches, using needles and thread or sewing machines."
type = "Core"
iwa = "4.A.3.a.2.e"

[[tasks]]
text = "Maintain garment drape and proportions as alterations are performed."
type = "Core"
iwa = "4.A.3.a.2.f"

[[tasks]]
text = "Make garment style changes, such as tapering pant legs, narrowing lapels, and adding or removing padding."
type = "Core"
iwa = "4.A.3.a.2.e"

[[tasks]]
text = "Take up or let down hems to shorten or lengthen garment parts, such as sleeves."
type = "Core"
iwa = "4.A.3.a.2.e"

[[tasks]]
text = "Repair or replace defective garment parts, such as pockets, zippers, snaps, buttons, and linings."
type = "Core"
iwa = "4.A.3.a.2.e"

[[activities]]
name = "Measure clients to ensure proper product fit."
iwa = "4.A.1.b.3.e"

[[activities]]
name = "Sew clothing or other articles."
iwa = "4.A.3.a.2.e"

[[activities]]
name = "Operate sewing equipment."
iwa = "4.A.3.a.2.e"

[[activities]]
name = "Measure materials to mark reference points, cutting lines, or other indicators."
iwa = "4.A.1.b.3.a"

[[activities]]
name = "Repair textiles or apparel."
iwa = "4.A.3.a.2.e"

[[activities]]
name = "Mark products, workpieces, or equipment with identifying information."
iwa = "4.A.1.b.1.a"

[[activities]]
name = "Read work orders or other instructions to determine product specifications or materials requirements."
iwa = "4.A.1.a.1.b"

[[activities]]
name = "Adjust fabrics or other materials during garment production."
iwa = "4.A.3.a.2.f"

[[activities]]
name = "Smooth garments with irons, presses, or steamers."
iwa = "4.A.3.a.3.f"

[[activities]]
name = "Trim excess material from workpieces."
iwa = "4.A.3.a.2.l"

[[activities]]
name = "Design templates or patterns."
iwa = "4.A.2.b.2.k"

[[activities]]
name = "Record operational or production data."
iwa = "4.A.3.b.6.h"

[[activities]]
name = "Estimate costs of products, services, or materials."
iwa = "4.A.2.b.1.a"

[[activities]]
name = "Confer with customers or designers to determine order specifications."
iwa = "4.A.4.a.2.j"

[[activities]]
name = "Cut fabrics."
iwa = "4.A.3.a.2.l"

[[activities]]
name = "Position patterns on equipment, materials, or workpieces."
iwa = "4.A.3.a.2.v"

[[capabilities]]
name = "Customer and Personal Service"
family = "knowledge"
value = 4.05

[[capabilities]]
name = "Visualization"
family = "ability"
value = 3.88

[[capabilities]]
name = "Arm-Hand Steadiness"
family = "ability"
value = 3.88

[[capabilities]]
name = "Finger Dexterity"
family = "ability"
value = 3.88

[[capabilities]]
name = "Near Vision"
family = "ability"
value = 3.75

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

[[capabilities]]
name = "English Language"
family = "knowledge"
value = 3.56

[[capabilities]]
name = "Control Precision"
family = "ability"
value = 3.5

[[capabilities]]
name = "Production and Processing"
family = "knowledge"
value = 3.32

[[capabilities]]
name = "Administration and Management"
family = "knowledge"
value = 3.19

[[capabilities]]
name = "Economics and Accounting"
family = "knowledge"
value = 3.16

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

[[capabilities]]
name = "Manual Dexterity"
family = "ability"
value = 3.12

[[capabilities]]
name = "Active Listening"
family = "essential_skill"
value = 3

[[capabilities]]
name = "Speaking"
family = "essential_skill"
value = 3

[[capabilities]]
name = "Critical Thinking"
family = "essential_skill"
value = 3

[[capabilities]]
name = "Oral Expression"
family = "ability"
value = 3

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

[[capabilities]]
name = "Information Ordering"
family = "ability"
value = 3

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

[[capabilities]]
name = "Speech Recognition"
family = "ability"
value = 3

[[capabilities]]
name = "Speech Clarity"
family = "ability"
value = 3

[[capabilities]]
name = "Design"
family = "knowledge"
value = 2.96

[[capabilities]]
name = "Mathematics"
family = "knowledge"
value = 2.95

[[capabilities]]
name = "Social Perceptiveness"
family = "transferable_skill"
value = 2.88

[[capabilities]]
name = "Written Comprehension"
family = "ability"
value = 2.88

[[capabilities]]
name = "Fluency of Ideas"
family = "ability"
value = 2.88

[[capabilities]]
name = "Problem Sensitivity"
family = "ability"
value = 2.88

[[capabilities]]
name = "Selective Attention"
family = "ability"
value = 2.88

[[capabilities]]
name = "Multilimb Coordination"
family = "ability"
value = 2.88

[[capabilities]]
name = "Visual Color Discrimination"
family = "ability"
value = 2.88

[[capabilities]]
name = "Sales and Marketing"
family = "knowledge"
value = 2.76

[[capabilities]]
name = "Monitoring"
family = "essential_skill"
value = 2.75

[[capabilities]]
name = "Judgment and Decision Making"
family = "transferable_skill"
value = 2.75

[[capabilities]]
name = "Written Expression"
family = "ability"
value = 2.75

[[capabilities]]
name = "Personnel and Human Resources"
family = "knowledge"
value = 2.73

[[capabilities]]
name = "Administrative"
family = "knowledge"
value = 2.63

[[capabilities]]
name = "Reading Comprehension"
family = "essential_skill"
value = 2.62

[[capabilities]]
name = "Active Learning"
family = "essential_skill"
value = 2.62

[[capabilities]]
name = "Coordination"
family = "transferable_skill"
value = 2.62

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

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

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

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

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

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

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

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

[[skills]]
name = "Google Docs"
type = "Specialized Skill"

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

[[tools]]
example = "ArbelSoft TailorMax"
category = "Point of sale POS software"
hot = false
inDemand = false

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

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

[[tools]]
example = "Inventory tracking software"
category = "Inventory management software"
hot = false
inDemand = false

[[tools]]
example = "Tailor Master"
category = "Customer relationship management CRM software"
hot = false
inDemand = false

[[workContext]]
name = "Spend Time Using Your Hands to Handle, Control, or Feel Objects, Tools, or Controls"
value = 4.83

[[workContext]]
name = "Importance of Being Exact or Accurate"
value = 4.53

[[workContext]]
name = "Time Pressure"
value = 4.53

[[workContext]]
name = "Freedom to Make Decisions"
value = 4.4

[[workContext]]
name = "Indoors, Environmentally Controlled"
value = 4.37

[[workContext]]
name = "Impact of Decisions on Co-workers or Company Results"
value = 4.14

[[workContext]]
name = "Telephone Conversations"
value = 4.05

[[workContext]]
name = "Deal With External Customers or the Public in General"
value = 3.98

[[workContext]]
name = "Determine Tasks, Priorities and Goals"
value = 3.9

[[workContext]]
name = "Frequency of Decision Making"
value = 3.83

[[workContext]]
name = "Spend Time Sitting"
value = 3.82

[[workContext]]
name = "Contact With Others"
value = 3.8

[[workContext]]
name = "Face-to-Face Discussions with Individuals and Within Teams"
value = 3.74

[[workContext]]
name = "Pace Determined by Speed of Equipment"
value = 3.71

[[workContext]]
name = "Work With or Contribute to a Work Group or Team"
value = 3.67

[[workContext]]
name = "Physical Proximity"
value = 3.58

[[workContext]]
name = "Spend Time Making Repetitive Motions"
value = 3.58

[[workContext]]
name = "Work Outcomes and Results of Other Workers"
value = 3.53

[[workContext]]
name = "Coordinate or Lead Others in Accomplishing Work Activities"
value = 3.24

[[workContext]]
name = "Importance of Repeating Same Tasks"
value = 3.17

[[workContext]]
name = "Health and Safety of Other Workers"
value = 3.16

[[workContext]]
name = "Consequence of Error"
value = 3.01

[[workContext]]
name = "Level of Competition"
value = 2.74

[[workContext]]
name = "Spend Time Bending or Twisting Your Body"
value = 2.72

[[workContext]]
name = "E-Mail"
value = 2.65

[[workContext]]
name = "Written Letters and Memos"
value = 2.63

[[workContext]]
name = "Spend Time Standing"
value = 2.6

[[workContext]]
name = "Dealing With Unpleasant, Angry, or Discourteous People"
value = 2.42

[[workContext]]
name = "Exposed to Sounds, Noise Levels that are Distracting or Uncomfortable"
value = 2.32

[[workContext]]
name = "Exposed to Minor Burns, Cuts, Bites, or Stings"
value = 2.15

[[workContext]]
name = "Degree of Automation"
value = 2.13

[[workContext]]
name = "Spend Time Walking or Running"
value = 2.09

[[workContext]]
name = "Conflict Situations"
value = 2

[[workContext]]
name = "Wear Common Protective or Safety Equipment such as Safety Shoes, Glasses, Gloves, Hearing Protection, Hard Hats, or Life Jackets"
value = 1.98

[[workContext]]
name = "Exposed to Contaminants"
value = 1.84

[[workContext]]
name = "Exposed to Hazardous Equipment"
value = 1.82

[[workContext]]
name = "Spend Time Kneeling, Crouching, Stooping, or Crawling"
value = 1.67

[[workContext]]
name = "Public Speaking"
value = 1.65

[[workContext]]
name = "Exposed to Very Hot or Cold Temperatures"
value = 1.52

[[workContext]]
name = "Indoors, Not Environmentally Controlled"
value = 1.47

[[personFit]]
name = "Realistic"
family = "career_interest_type"
value = 5.88

[[personFit]]
name = "Applied Arts and Design"
family = "specific_interest_area"
value = 4.53

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

[[personFit]]
name = "Personal Service"
family = "specific_interest_area"
value = 3.68

[[personFit]]
name = "Visual Arts"
family = "specific_interest_area"
value = 3.36

[[personFit]]
name = "Conventional"
family = "career_interest_type"
value = 3.13

[[personFit]]
name = "Physical/Manual Labor"
family = "specific_interest_area"
value = 2.95

[[personFit]]
name = "Attention to Detail"
family = "work_style"
value = 2.63

[[personFit]]
name = "Enterprising"
family = "career_interest_type"
value = 2.44

[[personFit]]
name = "Dependability"
family = "work_style"
value = 2.16

[[personFit]]
name = "Social"
family = "career_interest_type"
value = 1.99

[[personFit]]
name = "Sales"
family = "specific_interest_area"
value = 1.58

[[personFit]]
name = "Cautiousness"
family = "work_style"
value = 1.56

[[personFit]]
name = "Marketing/Advertising"
family = "specific_interest_area"
value = 1.54

[[personFit]]
name = "Culinary Art"
family = "specific_interest_area"
value = 1.47

[[personFit]]
name = "Accounting"
family = "specific_interest_area"
value = 1.44

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

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

[[relatedRoles]]
socCode = "51-6031.00"
slug = "role-51-6031-00"
title = "Sewing Machine Operators"
tier = "Primary-Short"

[[relatedRoles]]
socCode = "51-6041.00"
slug = "role-51-6041-00"
title = "Shoe and Leather Workers and Repairers"
tier = "Primary-Short"

[[relatedRoles]]
socCode = "51-6021.00"
slug = "role-51-6021-00"
title = "Pressers, Textile, Garment, and Related Materials"
tier = "Primary-Short"

[[relatedRoles]]
socCode = "51-6042.00"
slug = "role-51-6042-00"
title = "Shoe Machine Operators and Tenders"
tier = "Primary-Long"

[[relatedRoles]]
socCode = "51-4062.00"
slug = "role-51-4062-00"
title = "Patternmakers, Metal and Plastic"
tier = "Primary-Long"

[[relatedRoles]]
socCode = "51-6093.00"
slug = "role-51-6093-00"
title = "Upholsterers"
tier = "Primary-Long"

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

[[relatedRoles]]
socCode = "51-6063.00"
slug = "role-51-6063-00"
title = "Textile Knitting and Weaving Machine Setters, Operators, and Tenders"
tier = "Primary-Long"

[[relatedRoles]]
socCode = "51-6011.00"
slug = "role-51-6011-00"
title = "Laundry and Dry-Cleaning Workers"
tier = "Supplemental"

[[relatedRoles]]
socCode = "51-9123.00"
slug = "role-51-9123-00"
title = "Painting, Coating, and Decorating Workers"
tier = "Supplemental"

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

[[aiSignals]]
source = "frey_osborne"
label = "Computerization probability"
score = 0.84
scale = "0-1 probability"
release = "2013-baseline-2016-employment-snapshot"

[[aiSignals]]
source = "felten_aioe"
label = "AI occupational exposure"
score = -0.4305268
scale = "relative exposure score"
release = "2021-plus-generative-ai-workbooks"

[[aiSignals]]
source = "felten_image_generation_aioe"
label = "Image generation occupational exposure"
score = 0.1317748
scale = "relative exposure score"
release = "2021-plus-generative-ai-workbooks"

[[aiSignals]]
source = "felten_language_modeling_aioe"
label = "Language modeling occupational exposure"
score = -0.6065376
scale = "relative exposure score"
release = "2021-plus-generative-ai-workbooks"
