entityType = "role"
schemaVersion = "role.v1"
slug = "role-27-1023-00"
socCode = "27-1023.00"
title = "Floral Designers"
summary = "Design, cut, and arrange live, dried, or artificial flowers and foliage."
aliases = ["Designer", "Floral Clerk", "Floral Designer", "Florist", "Floral Artist", "Floral Department Specialist", "Wedding Decorator", "Artificial Foliage Arranger", "Corsage Maker", "Custom Framer", "Design Consultant", "Design Maker"]
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 = 75.78

[[preparation.educationDistribution]]
label = "Some College Courses"
percentage = 11.17

[[preparation.educationDistribution]]
label = "Bachelor's Degree"
percentage = 7.91

[[preparation.educationDistribution]]
label = "Associate's Degree (or other 2-year degree)"
percentage = 3.34

[[preparation.educationDistribution]]
label = "Less than a High School Diploma"
percentage = 0.9

[[preparation.educationDistribution]]
label = "Post-Secondary Certificate"
percentage = 0.9

[educationLevel]
category = "High school diploma or equivalent"
slug = "high-school-diploma-or-equivalent"

[market]
medianWage = 36120
meanWage = 37700
pct10Wage = 27260
pct25Wage = 30200
pct75Wage = 43420
pct90Wage = 48690
employment = 40160
areaTitle = "U.S."

[industries]
count = 14

[[industries.top]]
naics = "44-45"
slug = "44-45"
title = "Retail Trade"
level = "Sector"
employment = 36200
medianWage = 36090
lq = 8.91

[[industries.top]]
naics = "42"
slug = "42"
title = "Wholesale Trade"
level = "Sector"
employment = 1450
medianWage = 34950
lq = 0.92

[[industries.top]]
naics = "81"
slug = "81"
title = "Other Services (except Public Administration)"
level = "Sector"
employment = 770
medianWage = 43860
lq = 0.67

[[industries.top]]
naics = "56"
slug = "56"
title = "Administrative and Support and Waste Management and Remediation Services"
level = "Sector"
employment = 590
medianWage = 35040
lq = 0.25

[[industries.top]]
naics = "71"
slug = "71"
title = "Arts, Entertainment, and Recreation"
level = "Sector"
employment = 310
medianWage = 38470
lq = 0.45

[[industries.top]]
naics = "72"
slug = "72"
title = "Accommodation and Food Services"
level = "Sector"
employment = 270
medianWage = 45410
lq = 0.07

[[industries.top]]
naics = "561320"
slug = "561320"
title = "Temporary Help Services"
level = "National industry"
employment = 220
medianWage = 34670
lq = 0.32

[[industries.top]]
naics = "54"
slug = "54"
title = "Professional, Scientific, and Technical Services"
level = "Sector"
employment = 180
medianWage = 32260
lq = 0.06

[[industries.top]]
naics = "561730"
slug = "561730"
title = "Landscaping Services"
level = "National industry"
employment = 180
medianWage = 32410
lq = 0.76

[[industries.top]]
naics = "55"
slug = "55"
title = "Management of Companies and Enterprises"
level = "Sector"
employment = 150
medianWage = 40360
lq = 0.21

[[industries.top]]
naics = "62"
slug = "62"
title = "Health Care and Social Assistance"
level = "Sector"
employment = 50
medianWage = 40510

[[industries.top]]
naics = "721120"
slug = "721120"
title = "Casino Hotels"
level = "National industry"
employment = 50
medianWage = 50080

[[industries.concentrated]]
naics = "44-45"
slug = "44-45"
title = "Retail Trade"
level = "Sector"
employment = 36200
lq = 8.91

[[industries.concentrated]]
naics = "42"
slug = "42"
title = "Wholesale Trade"
level = "Sector"
employment = 1450
lq = 0.92

[[industries.concentrated]]
naics = "561730"
slug = "561730"
title = "Landscaping Services"
level = "National industry"
employment = 180
lq = 0.76

[[industries.concentrated]]
naics = "81"
slug = "81"
title = "Other Services (except Public Administration)"
level = "Sector"
employment = 770
lq = 0.67

[[industries.concentrated]]
naics = "71"
slug = "71"
title = "Arts, Entertainment, and Recreation"
level = "Sector"
employment = 310
lq = 0.45

[[industries.concentrated]]
naics = "561320"
slug = "561320"
title = "Temporary Help Services"
level = "National industry"
employment = 220
lq = 0.32

[[industries.concentrated]]
naics = "56"
slug = "56"
title = "Administrative and Support and Waste Management and Remediation Services"
level = "Sector"
employment = 590
lq = 0.25

[[industries.concentrated]]
naics = "55"
slug = "55"
title = "Management of Companies and Enterprises"
level = "Sector"
employment = 150
lq = 0.21

[aiOutlook]
teleworkable = true
usageTasks = []

[aiOutlook.index]
value = 45
percentile = 44
band = "Moderate"
version = "ai-exposure-index-v1"
componentCount = 3

[[aiOutlook.index.components]]
percentile = 41
source = "felten_aioe"

[[aiOutlook.index.components]]
percentile = 34
source = "openai_gpts_are_gpts"

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

[aiOutlook.freyHistorical]
source = "frey"
label = "Computerization probability (Frey & Osborne, 2013)"
value = 0.047
percentile = 23
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 = 0.06666666666666667
beta = 0.19999999999999998
gamma = 0.3333333333333333

[aiOutlook.bls]
growthPercent = -5.9
growthPercentile = 10
direction = "Declining"
annualOpeningsThousands = 5.1
annualOpeningsPercentile = 49
employment2024Thousands = 43.8
employment2034Thousands = 41.2

[[aiOutlook.exposure]]
source = "felten_aioe"
label = "Overall AI exposure (Felten et al.)"
value = -0.2718452
percentile = 41
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 = 0.3333333333333333
percentile = 34
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 = 0.1701865623370429
percentile = 59
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.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"

[counts]
tasks = 15
skills = 39
capabilities = 120
tools = 11
relatedRoles = 20

[source]
dataset = "gold.onet_role_starter_surface"
version = "30.3"
generatedAt = "2026-06-02T21:00:32.945303+00:00"
contentHash = "1de0f95be287ef4d"

[[tasks]]
text = "Confer with clients regarding price and type of arrangement desired and the date, time, and place of delivery."
type = "Core"
iwa = "4.A.4.a.2.j"

[[tasks]]
text = "Select flora and foliage for arrangements, working with numerous combinations to synthesize and develop new creations."
type = "Core"
iwa = "4.A.2.b.1.j"

[[tasks]]
text = "Order and purchase flowers and supplies from wholesalers and growers."
type = "Core"
iwa = "4.A.4.c.3.a"

[[tasks]]
text = "Deliver arrangements to customers, or oversee employees responsible for deliveries."
type = "Core"
iwa = "4.A.4.b.4.j"

[[tasks]]
text = "Plan arrangement according to client's requirements, using knowledge of design and properties of materials, or select appropriate standard design pattern."
type = "Core"
iwa = "4.A.2.b.2.t"

[[tasks]]
text = "Water plants, and cut, condition, and clean flowers and foliage for storage."
type = "Core"
iwa = "4.A.3.a.1.q"

[[tasks]]
text = "Trim material and arrange bouquets, wreaths, terrariums, and other items, using trimmers, shapers, wire, pins, floral tape, foam, and other materials."
type = "Core"
iwa = "4.A.3.a.2.ab"

[[tasks]]
text = "Wrap and price completed arrangements."
type = "Core"
iwa = "4.A.2.b.1.a"

[[tasks]]
text = "Perform office and retail service duties, such as keeping financial records, serving customers, answering telephones, selling giftware items, and receiving payment."
type = "Core"
iwa = "4.A.3.b.6.h"

[[tasks]]
text = "Unpack stock as it comes into the shop."
type = "Core"
iwa = "4.A.3.a.2.ak"

[[tasks]]
text = "Create and change in-store and window displays, designs, and looks to enhance a shop's image."
type = "Core"
iwa = "4.A.2.b.2.t"

[[tasks]]
text = "Inform customers about the care, maintenance, and handling of various flowers and foliage, indoor plants, and other items."
type = "Core"
iwa = "4.A.4.a.3.b"

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

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

[[activities]]
name = "Irrigate lawns, trees, or plants."
iwa = "4.A.3.a.1.q"

[[activities]]
name = "Care for plants or animals."
iwa = "4.A.4.a.5.d"

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

[[activities]]
name = "Arrange items for use or display."
iwa = "4.A.3.a.2.h"

[[activities]]
name = "Construct distinctive physical objects for artistic, functional, or commercial purposes."
iwa = "4.A.3.a.2.ab"

[[activities]]
name = "Maintain records, documents, or other files."
iwa = "4.A.3.b.6.h"

[[activities]]
name = "Provide educational information to the public."
iwa = "4.A.4.a.3.b"

[[activities]]
name = "Arrange artwork, products, or props."
iwa = "4.A.3.a.2.h"

[[activities]]
name = "Clean facilities or work areas."
iwa = "4.A.3.a.1.c"

[[activities]]
name = "Clean surfaces in preparation for work activities."
iwa = "4.A.3.a.1.c"

[[activities]]
name = "Stock products or parts."
iwa = "4.A.3.a.2.ak"

[[activities]]
name = "Stock supplies or merchandise."
iwa = "4.A.3.a.2.ak"

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

[[activities]]
name = "Arrange delivery of goods or services."
iwa = "4.A.4.b.4.j"

[[capabilities]]
name = "Customer and Personal Service"
family = "knowledge"
value = 4.07

[[capabilities]]
name = "Active Listening"
family = "essential_skill"
value = 4

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

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

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

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

[[capabilities]]
name = "Originality"
family = "ability"
value = 3.62

[[capabilities]]
name = "Near Vision"
family = "ability"
value = 3.62

[[capabilities]]
name = "Visual Color Discrimination"
family = "ability"
value = 3.62

[[capabilities]]
name = "Speech Clarity"
family = "ability"
value = 3.62

[[capabilities]]
name = "Production and Processing"
family = "knowledge"
value = 3.55

[[capabilities]]
name = "Category Flexibility"
family = "ability"
value = 3.5

[[capabilities]]
name = "Sales and Marketing"
family = "knowledge"
value = 3.47

[[capabilities]]
name = "Design"
family = "knowledge"
value = 3.41

[[capabilities]]
name = "English Language"
family = "knowledge"
value = 3.39

[[capabilities]]
name = "Social Perceptiveness"
family = "transferable_skill"
value = 3.38

[[capabilities]]
name = "Service Orientation"
family = "transferable_skill"
value = 3.38

[[capabilities]]
name = "Fluency of Ideas"
family = "ability"
value = 3.38

[[capabilities]]
name = "Critical Thinking"
family = "essential_skill"
value = 3.25

[[capabilities]]
name = "Time Management"
family = "transferable_skill"
value = 3.25

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

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

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

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

[[capabilities]]
name = "Arm-Hand Steadiness"
family = "ability"
value = 3.12

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

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

[[capabilities]]
name = "Trunk Strength"
family = "ability"
value = 3.12

[[capabilities]]
name = "Far Vision"
family = "ability"
value = 3.12

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

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

[[capabilities]]
name = "Operations Analysis"
family = "transferable_skill"
value = 3

[[capabilities]]
name = "Written Comprehension"
family = "ability"
value = 3

[[capabilities]]
name = "Selective Attention"
family = "ability"
value = 3

[[capabilities]]
name = "Administration and Management"
family = "knowledge"
value = 2.94

[[capabilities]]
name = "Reading Comprehension"
family = "essential_skill"
value = 2.88

[[capabilities]]
name = "Coordination"
family = "transferable_skill"
value = 2.88

[[capabilities]]
name = "Persuasion"
family = "transferable_skill"
value = 2.88

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

[[tools]]
example = "Supply ordering software"
category = "Procurement software"
hot = false
inDemand = false

[[tools]]
example = "Timekeeping software"
category = "Time accounting software"
hot = false
inDemand = false

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

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

[[workContext]]
name = "Telephone Conversations"
value = 4.87

[[workContext]]
name = "Deal With External Customers or the Public in General"
value = 4.8

[[workContext]]
name = "Face-to-Face Discussions with Individuals and Within Teams"
value = 4.74

[[workContext]]
name = "Determine Tasks, Priorities and Goals"
value = 4.59

[[workContext]]
name = "Contact With Others"
value = 4.53

[[workContext]]
name = "Spend Time Using Your Hands to Handle, Control, or Feel Objects, Tools, or Controls"
value = 4.53

[[workContext]]
name = "Work With or Contribute to a Work Group or Team"
value = 4.41

[[workContext]]
name = "E-Mail"
value = 4.23

[[workContext]]
name = "Freedom to Make Decisions"
value = 4.23

[[workContext]]
name = "Spend Time Standing"
value = 4.2

[[workContext]]
name = "Coordinate or Lead Others in Accomplishing Work Activities"
value = 4.19

[[workContext]]
name = "Indoors, Environmentally Controlled"
value = 4.13

[[workContext]]
name = "Time Pressure"
value = 4.13

[[workContext]]
name = "Work Outcomes and Results of Other Workers"
value = 3.99

[[workContext]]
name = "Physical Proximity"
value = 3.92

[[workContext]]
name = "Health and Safety of Other Workers"
value = 3.83

[[workContext]]
name = "Written Letters and Memos"
value = 3.72

[[workContext]]
name = "Dealing With Unpleasant, Angry, or Discourteous People"
value = 3.4

[[workContext]]
name = "Spend Time Making Repetitive Motions"
value = 3.39

[[workContext]]
name = "Frequency of Decision Making"
value = 3.37

[[workContext]]
name = "Outdoors, Exposed to All Weather Conditions"
value = 3.28

[[workContext]]
name = "Spend Time Walking or Running"
value = 3.16

[[workContext]]
name = "Importance of Being Exact or Accurate"
value = 3.1

[[workContext]]
name = "Level of Competition"
value = 2.97

[[workContext]]
name = "Impact of Decisions on Co-workers or Company Results"
value = 2.88

[[workContext]]
name = "Exposed to Sounds, Noise Levels that are Distracting or Uncomfortable"
value = 2.85

[[workContext]]
name = "Conflict Situations"
value = 2.79

[[workContext]]
name = "Exposed to Contaminants"
value = 2.76

[[workContext]]
name = "Spend Time Bending or Twisting Your Body"
value = 2.71

[[workContext]]
name = "Importance of Repeating Same Tasks"
value = 2.71

[[workContext]]
name = "Exposed to Minor Burns, Cuts, Bites, or Stings"
value = 2.54

[[workContext]]
name = "In an Enclosed Vehicle or Operate Enclosed Equipment"
value = 2.29

[[workContext]]
name = "Consequence of Error"
value = 2.23

[[workContext]]
name = "Exposed to Very Hot or Cold Temperatures"
value = 2.22

[[workContext]]
name = "Indoors, Not Environmentally Controlled"
value = 2.18

[[workContext]]
name = "Exposed to Disease or Infections"
value = 2

[[workContext]]
name = "Spend Time Kneeling, Crouching, Stooping, or Crawling"
value = 1.86

[[workContext]]
name = "Spend Time Sitting"
value = 1.75

[[workContext]]
name = "Exposed to Extremely Bright or Inadequate Lighting Conditions"
value = 1.74

[[workContext]]
name = "Degree of Automation"
value = 1.73

[[personFit]]
name = "Applied Arts and Design"
family = "specific_interest_area"
value = 5.15

[[personFit]]
name = "Realistic"
family = "career_interest_type"
value = 5.07

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

[[personFit]]
name = "Visual Arts"
family = "specific_interest_area"
value = 3.94

[[personFit]]
name = "Conventional"
family = "career_interest_type"
value = 3.88

[[personFit]]
name = "Enterprising"
family = "career_interest_type"
value = 3.74

[[personFit]]
name = "Personal Service"
family = "specific_interest_area"
value = 3.43

[[personFit]]
name = "Physical/Manual Labor"
family = "specific_interest_area"
value = 3.2

[[personFit]]
name = "Sales"
family = "specific_interest_area"
value = 3.04

[[personFit]]
name = "Marketing/Advertising"
family = "specific_interest_area"
value = 2.56

[[personFit]]
name = "Social"
family = "career_interest_type"
value = 2.45

[[personFit]]
name = "Management/Administration"
family = "specific_interest_area"
value = 2.32

[[personFit]]
name = "Office Work"
family = "specific_interest_area"
value = 2.15

[[personFit]]
name = "Attention to Detail"
family = "work_style"
value = 2.14

[[personFit]]
name = "Dependability"
family = "work_style"
value = 2.06

[[personFit]]
name = "Culinary Art"
family = "specific_interest_area"
value = 2.04

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

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

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

[[relatedRoles]]
socCode = "41-2031.00"
slug = "role-41-2031-00"
title = "Retail Salespersons"
tier = "Primary-Short"

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

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

[[relatedRoles]]
socCode = "51-6092.00"
slug = "role-51-6092-00"
title = "Fabric and Apparel Patternmakers"
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 = "27-1026.00"
slug = "role-27-1026-00"
title = "Merchandise Displayers and Window Trimmers"
tier = "Primary-Long"

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

[[relatedRoles]]
socCode = "39-5012.00"
slug = "role-39-5012-00"
title = "Hairdressers, Hairstylists, and Cosmetologists"
tier = "Supplemental"

[[relatedRoles]]
socCode = "53-7064.00"
slug = "role-53-7064-00"
title = "Packers and Packagers, Hand"
tier = "Supplemental"

[[careerClusters]]
cluster = "Marketing & Sales"
slug = "marketing-sales"

[[aiSignals]]
source = "frey_osborne"
label = "Computerization probability"
score = 0.047
scale = "0-1 probability"
release = "2013-baseline-2016-employment-snapshot"

[[aiSignals]]
source = "felten_aioe"
label = "AI occupational exposure"
score = -0.2718452
scale = "relative exposure score"
release = "2021-plus-generative-ai-workbooks"

[[aiSignals]]
source = "felten_image_generation_aioe"
label = "Image generation occupational exposure"
score = 0.4337298
scale = "relative exposure score"
release = "2021-plus-generative-ai-workbooks"

[[aiSignals]]
source = "felten_language_modeling_aioe"
label = "Language modeling occupational exposure"
score = -0.2188882
scale = "relative exposure score"
release = "2021-plus-generative-ai-workbooks"
