entityType = "role"
schemaVersion = "role.v1"
slug = "role-51-6061-00"
socCode = "51-6061.00"
title = "Textile Bleaching and Dyeing Machine Operators and Tenders"
summary = "Operate or tend machines to bleach, shrink, wash, dye, or finish textiles or synthetic or glass fibers."
aliases = ["Dye Machine Operator", "Dye Operator", "Dyer", "Machine Operator (Machine Op)", "Beck Operator", "Dye House Worker", "Dye Line Operator", "Dye Tub Operator", "Jet Dyeing Machine Operator", "Tub Operator", "Ager", "Ager Operator"]
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 = 55.98

[[preparation.educationDistribution]]
label = "Less than a High School Diploma"
percentage = 35.33

[[preparation.educationDistribution]]
label = "Associate's Degree (or other 2-year degree)"
percentage = 6.44

[[preparation.educationDistribution]]
label = "Some College Courses"
percentage = 2.26

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

[market]
medianWage = 37320
meanWage = 39000
pct10Wage = 28990
pct25Wage = 32350
pct75Wage = 43230
pct90Wage = 47660
employment = 5820
areaTitle = "U.S."

[industries]
count = 2

[[industries.top]]
naics = "31-33"
slug = "31-33"
title = "Manufacturing"
level = "Sector"
employment = 5690
medianWage = 37330
lq = 11.81

[[industries.top]]
naics = "44-45"
slug = "44-45"
title = "Retail Trade"
level = "Sector"
medianWage = 25720

[[industries.concentrated]]
naics = "31-33"
slug = "31-33"
title = "Manufacturing"
level = "Sector"
employment = 5690
lq = 11.81

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

[aiOutlook.index]
value = 26
percentile = 24
band = "Low"
version = "ai-exposure-index-v1"
componentCount = 3

[[aiOutlook.index.components]]
percentile = 23
source = "felten_aioe"

[[aiOutlook.index.components]]
percentile = 23
source = "openai_gpts_are_gpts"

[[aiOutlook.index.components]]
percentile = 31
source = "microsoft_working_with_ai"

[aiOutlook.freyHistorical]
source = "frey"
label = "Computerization probability (Frey & Osborne, 2013)"
value = 0.97
percentile = 94
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 = 0.13157894736842105
beta = 0.15789473684210525
gamma = 0.18421052631578946

[aiOutlook.bls]
growthPercent = -10.1
growthPercentile = 6
direction = "Declining"
annualOpeningsThousands = 0.7
annualOpeningsPercentile = 11
employment2024Thousands = 6.2
employment2034Thousands = 5.5

[[aiOutlook.exposure]]
source = "felten_aioe"
label = "Overall AI exposure (Felten et al.)"
value = -0.8609312
percentile = 23
band = "Low"
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 = 0.18421052631578946
percentile = 23
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 = 0.10444538128352407
percentile = 31
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 = "Key in processing instructions to program electronic equipment."
usagePercent = 0.0019514479743970028
importance = 4.37

[[aiOutlook.usageTasks]]
task = "Test solutions used to process textile goods to detect variations from standards."
usagePercent = 0.0018487401862708444
importance = 4.37

[[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 = 1
totalSample = 152
autonomyMedian = 3
dominantCollaboration = "none"
automationShare = 40.13
augmentationShare = 23.69
workUsePercent = 28.29
release = "2026-01-15-v4-plus-2025-03-27-v2"

[[aiPlaybook.collaboration]]
label = "none"
percent = 34.21

[[aiPlaybook.collaboration]]
label = "directive"
percent = 28.29

[[aiPlaybook.collaboration]]
label = "learning"
percent = 13.82

[[aiPlaybook.collaboration]]
label = "feedback loop"
percent = 11.84

[[aiPlaybook.collaboration]]
label = "task iteration"
percent = 9.87

[[aiPlaybook.useCase]]
label = "personal"
percent = 61.84

[[aiPlaybook.useCase]]
label = "work"
percent = 28.29

[[aiPlaybook.useCase]]
label = "coursework"
percent = 9.87

[[aiPlaybook.delegatedTasks]]
task = "Key in processing instructions to program electronic equipment."
usagePercent = 0.015201900237529691
collaboration = "none"
autonomyMedian = 3
sampleCount = 152

[[aiPlaybook.boundaryTasks]]
task = "Key in processing instructions to program electronic equipment."
humanNeededPercent = 88.81578947368422
sampleCount = 152

[[aiPlaybook.seedPrompts]]
prompt = "Help me with this part of my job: key in processing instructions to program electronic equipment"
collaboration = "none"

[counts]
tasks = 23
skills = 37
capabilities = 120
tools = 8
relatedRoles = 20

[source]
dataset = "gold.onet_role_starter_surface"
version = "30.3"
generatedAt = "2026-06-02T21:00:32.945303+00:00"
contentHash = "c745da35cd0d4232"

[[tasks]]
text = "Weigh ingredients, such as dye, to be mixed together for use in textile processing."
type = "Core"
iwa = "4.A.1.b.3.a"

[[tasks]]
text = "Start and control machines and equipment to wash, bleach, dye, or otherwise process and finish fabric, yarn, thread, or other textile goods."
type = "Core"
iwa = "4.A.3.a.1.h"

[[tasks]]
text = "Observe display screens, control panels, equipment, and cloth entering or exiting processes to determine if equipment is operating correctly."
type = "Core"
iwa = "4.A.1.a.2.a"

[[tasks]]
text = "Notify supervisors or mechanics of equipment malfunctions."
type = "Core"
iwa = "4.A.4.a.2.g"

[[tasks]]
text = "Monitor factors such as temperatures and dye flow rates to ensure that they are within specified ranges."
type = "Core"
iwa = "4.A.1.a.2.a"

[[tasks]]
text = "Sew ends of cloth together, by hand or using machines, to form endless lengths of cloth to facilitate processing."
type = "Supplemental"
iwa = "4.A.3.a.2.e"

[[tasks]]
text = "Add dyes, water, detergents, or chemicals to tanks to dilute or strengthen solutions, according to established formulas and solution test results."
type = "Core"
iwa = "4.A.3.a.2.ag"

[[tasks]]
text = "Ravel seams that connect cloth ends when processing is completed."
type = "Supplemental"
iwa = "4.A.3.a.2.e"

[[tasks]]
text = "Remove dyed articles from tanks and machines for drying and further processing."
type = "Supplemental"
iwa = "4.A.3.a.2.an"

[[tasks]]
text = "Adjust equipment controls to maintain specified heat, tension, and speed."
type = "Core"
iwa = "4.A.3.a.1.h"

[[tasks]]
text = "Examine and feel products to identify defects and variations from coloring and other processing standards."
type = "Core"
iwa = "4.A.1.b.2.f"

[[tasks]]
text = "Soak specified textile products for designated times."
type = "Core"
iwa = "4.A.3.a.2.m"

[[activities]]
name = "Apply solutions to production equipment."
iwa = "4.A.3.a.2.ag"

[[activities]]
name = "Notify others of equipment repair or maintenance needs."
iwa = "4.A.4.a.2.g"

[[activities]]
name = "Operate garment treatment equipment."
iwa = "4.A.3.a.1.h"

[[activities]]
name = "Adjust temperature controls of ovens or other heating equipment."
iwa = "4.A.3.a.2.i"

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

[[activities]]
name = "Conduct test runs of production equipment."
iwa = "4.A.1.b.2.l"

[[activities]]
name = "Monitor equipment operation to ensure that products are not flawed."
iwa = "4.A.1.a.2.a"

[[activities]]
name = "Inspect textile products."
iwa = "4.A.1.b.2.f"

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

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

[[activities]]
name = "Remove products or workpieces from production equipment."
iwa = "4.A.3.a.2.an"

[[activities]]
name = "Study blueprints or other instructions to determine equipment setup requirements."
iwa = "4.A.1.a.1.b"

[[activities]]
name = "Exchange information with colleagues."
iwa = "4.A.4.a.2.c"

[[activities]]
name = "Inspect production equipment."
iwa = "4.A.1.b.2.g"

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

[[activities]]
name = "Enter commands, instructions, or specifications into equipment."
iwa = "4.A.3.b.1.a"

[[activities]]
name = "Immerse objects or workpieces in cleaning or coating solutions."
iwa = "4.A.3.a.2.m"

[[activities]]
name = "Feed materials or products into or through equipment."
iwa = "4.A.3.a.2.f"

[[activities]]
name = "Load materials into production equipment."
iwa = "4.A.3.a.1.f"

[[activities]]
name = "Lift materials or workpieces using cranes or other lifting equipment."
iwa = "4.A.3.a.3.h"

[[activities]]
name = "Clean production equipment."
iwa = "4.A.3.a.1.c"

[[activities]]
name = "Repair production equipment or tools."
iwa = "4.A.3.b.4.c"

[[activities]]
name = "Maintain production or processing equipment."
iwa = "4.A.3.b.5.a"

[[activities]]
name = "Sew materials."
iwa = "4.A.3.a.2.e"

[[activities]]
name = "Mount attachments or tools onto production equipment."
iwa = "4.A.3.a.2.f"

[[activities]]
name = "Install mechanical components in production equipment."
iwa = "4.A.3.a.2.at"

[[activities]]
name = "Measure ingredients or substances to be used in production processes."
iwa = "4.A.1.b.3.a"

[[capabilities]]
name = "Operations Monitoring"
family = "transferable_skill"
value = 3.75

[[capabilities]]
name = "Arm-Hand Steadiness"
family = "ability"
value = 3.62

[[capabilities]]
name = "Control Precision"
family = "ability"
value = 3.62

[[capabilities]]
name = "Operation and Control"
family = "transferable_skill"
value = 3.38

[[capabilities]]
name = "Near Vision"
family = "ability"
value = 3.38

[[capabilities]]
name = "Production and Processing"
family = "knowledge"
value = 3.35

[[capabilities]]
name = "Manual Dexterity"
family = "ability"
value = 3.25

[[capabilities]]
name = "Visual Color Discrimination"
family = "ability"
value = 3.25

[[capabilities]]
name = "Oral Comprehension"
family = "ability"
value = 3.12

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

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

[[capabilities]]
name = "Perceptual Speed"
family = "ability"
value = 3.12

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

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

[[capabilities]]
name = "Rate Control"
family = "ability"
value = 3.12

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

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

[[capabilities]]
name = "Time Management"
family = "transferable_skill"
value = 3

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

[[capabilities]]
name = "Problem Sensitivity"
family = "ability"
value = 3

[[capabilities]]
name = "Inductive Reasoning"
family = "ability"
value = 3

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

[[capabilities]]
name = "Flexibility of Closure"
family = "ability"
value = 3

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

[[capabilities]]
name = "Reaction Time"
family = "ability"
value = 3

[[capabilities]]
name = "Static Strength"
family = "ability"
value = 3

[[capabilities]]
name = "Trunk Strength"
family = "ability"
value = 3

[[capabilities]]
name = "Far Vision"
family = "ability"
value = 3

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

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

[[capabilities]]
name = "Speaking"
family = "essential_skill"
value = 2.88

[[capabilities]]
name = "Critical Thinking"
family = "essential_skill"
value = 2.88

[[capabilities]]
name = "Quality Control Analysis"
family = "transferable_skill"
value = 2.88

[[capabilities]]
name = "Judgment and Decision Making"
family = "transferable_skill"
value = 2.88

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

[[capabilities]]
name = "Coordination"
family = "transferable_skill"
value = 2.75

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

[[capabilities]]
name = "Speech Clarity"
family = "ability"
value = 2.75

[[capabilities]]
name = "Social Perceptiveness"
family = "transferable_skill"
value = 2.62

[[capabilities]]
name = "Complex Problem Solving"
family = "transferable_skill"
value = 2.62

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

[[tools]]
example = "Linux"
category = "Operating system 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 = "SAP software"
category = "Enterprise resource planning ERP software"
hot = true
inDemand = false

[[tools]]
example = "Hewlett-Packard HP OpenVMS"
category = "Operating system software"
hot = false
inDemand = false

[[workContext]]
name = "Exposed to Contaminants"
value = 4.7

[[workContext]]
name = "Spend Time Standing"
value = 4.63

[[workContext]]
name = "Indoors, Not Environmentally Controlled"
value = 4.6

[[workContext]]
name = "Face-to-Face Discussions with Individuals and Within Teams"
value = 4.58

[[workContext]]
name = "Wear Common Protective or Safety Equipment such as Safety Shoes, Glasses, Gloves, Hearing Protection, Hard Hats, or Life Jackets"
value = 4.52

[[workContext]]
name = "Pace Determined by Speed of Equipment"
value = 4.29

[[workContext]]
name = "Importance of Being Exact or Accurate"
value = 4.19

[[workContext]]
name = "Contact With Others"
value = 4.17

[[workContext]]
name = "Spend Time Walking or Running"
value = 4.07

[[workContext]]
name = "Exposed to Very Hot or Cold Temperatures"
value = 4.06

[[workContext]]
name = "Work With or Contribute to a Work Group or Team"
value = 4.05

[[workContext]]
name = "Exposed to Hazardous Conditions"
value = 4

[[workContext]]
name = "Spend Time Using Your Hands to Handle, Control, or Feel Objects, Tools, or Controls"
value = 3.98

[[workContext]]
name = "Exposed to Sounds, Noise Levels that are Distracting or Uncomfortable"
value = 3.97

[[workContext]]
name = "Health and Safety of Other Workers"
value = 3.94

[[workContext]]
name = "Exposed to Hazardous Equipment"
value = 3.87

[[workContext]]
name = "Frequency of Decision Making"
value = 3.84

[[workContext]]
name = "Time Pressure"
value = 3.82

[[workContext]]
name = "Freedom to Make Decisions"
value = 3.76

[[workContext]]
name = "Impact of Decisions on Co-workers or Company Results"
value = 3.6

[[workContext]]
name = "Importance of Repeating Same Tasks"
value = 3.51

[[workContext]]
name = "Physical Proximity"
value = 3.31

[[workContext]]
name = "Spend Time Making Repetitive Motions"
value = 3.31

[[workContext]]
name = "Determine Tasks, Priorities and Goals"
value = 3.29

[[workContext]]
name = "Work Outcomes and Results of Other Workers"
value = 3.22

[[workContext]]
name = "Exposed to Minor Burns, Cuts, Bites, or Stings"
value = 3.2

[[workContext]]
name = "Level of Competition"
value = 3.04

[[workContext]]
name = "Consequence of Error"
value = 3

[[workContext]]
name = "Coordinate or Lead Others in Accomplishing Work Activities"
value = 2.94

[[workContext]]
name = "Spend Time Bending or Twisting Your Body"
value = 2.88

[[workContext]]
name = "Telephone Conversations"
value = 2.86

[[workContext]]
name = "Exposed to Extremely Bright or Inadequate Lighting Conditions"
value = 2.79

[[workContext]]
name = "Degree of Automation"
value = 2.7

[[workContext]]
name = "Dealing With Unpleasant, Angry, or Discourteous People"
value = 2.64

[[workContext]]
name = "Exposed to Cramped Work Space, Awkward Positions"
value = 2.31

[[workContext]]
name = "Exposed to High Places"
value = 2.18

[[workContext]]
name = "Deal With External Customers or the Public in General"
value = 2.08

[[workContext]]
name = "Spend Time Kneeling, Crouching, Stooping, or Crawling"
value = 2.03

[[workContext]]
name = "In an Open Vehicle or Operating Equipment"
value = 1.99

[[workContext]]
name = "Conflict Situations"
value = 1.97

[[personFit]]
name = "Realistic"
family = "career_interest_type"
value = 6.77

[[personFit]]
name = "Conventional"
family = "career_interest_type"
value = 4.18

[[personFit]]
name = "Physical/Manual Labor"
family = "specific_interest_area"
value = 3.16

[[personFit]]
name = "Mechanics/Electronics"
family = "specific_interest_area"
value = 2.93

[[personFit]]
name = "Engineering"
family = "specific_interest_area"
value = 2.21

[[personFit]]
name = "Dependability"
family = "work_style"
value = 2.14

[[personFit]]
name = "Attention to Detail"
family = "work_style"
value = 2.11

[[personFit]]
name = "Investigative"
family = "career_interest_type"
value = 2.07

[[personFit]]
name = "Transportation/Machine Operation"
family = "specific_interest_area"
value = 2.04

[[personFit]]
name = "Cautiousness"
family = "work_style"
value = 1.99

[[personFit]]
name = "Physical Science"
family = "specific_interest_area"
value = 1.53

[[personFit]]
name = "Mathematics/Statistics"
family = "specific_interest_area"
value = 1.39

[[personFit]]
name = "Applied Arts and Design"
family = "specific_interest_area"
value = 1.29

[[personFit]]
name = "Artistic"
family = "career_interest_type"
value = 1.27

[[personFit]]
name = "Social"
family = "career_interest_type"
value = 1.27

[[personFit]]
name = "Accounting"
family = "specific_interest_area"
value = 1.24

[[relatedRoles]]
socCode = "51-9192.00"
slug = "role-51-9192-00"
title = "Cleaning, Washing, and Metal Pickling Equipment Operators and Tenders"
tier = "Primary-Short"

[[relatedRoles]]
socCode = "51-9191.00"
slug = "role-51-9191-00"
title = "Adhesive Bonding Machine Operators and Tenders"
tier = "Primary-Short"

[[relatedRoles]]
socCode = "53-7063.00"
slug = "role-53-7063-00"
title = "Machine Feeders and Offbearers"
tier = "Primary-Short"

[[relatedRoles]]
socCode = "51-9051.00"
slug = "role-51-9051-00"
title = "Furnace, Kiln, Oven, Drier, and Kettle Operators and Tenders"
tier = "Primary-Short"

[[relatedRoles]]
socCode = "51-6091.00"
slug = "role-51-6091-00"
title = "Extruding and Forming Machine Setters, Operators, and Tenders, Synthetic and Glass Fibers"
tier = "Primary-Short"

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

[[relatedRoles]]
socCode = "51-9041.00"
slug = "role-51-9041-00"
title = "Extruding, Forming, Pressing, and Compacting Machine Setters, Operators, and Tenders"
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 = "51-9012.00"
slug = "role-51-9012-00"
title = "Separating, Filtering, Clarifying, Precipitating, and Still Machine Setters, Operators, and Tenders"
tier = "Primary-Long"

[[relatedRoles]]
socCode = "51-6062.00"
slug = "role-51-6062-00"
title = "Textile Cutting Machine Setters, Operators, and Tenders"
tier = "Primary-Long"

[[relatedRoles]]
socCode = "51-9196.00"
slug = "role-51-9196-00"
title = "Paper Goods Machine Setters, Operators, and Tenders"
tier = "Supplemental"

[[relatedRoles]]
socCode = "51-9032.00"
slug = "role-51-9032-00"
title = "Cutting and Slicing Machine Setters, Operators, and Tenders"
tier = "Supplemental"

[[careerClusters]]
cluster = "Advanced Manufacturing"
slug = "advanced-manufacturing"

[[aiSignals]]
source = "frey_osborne"
label = "Computerization probability"
score = 0.97
scale = "0-1 probability"
release = "2013-baseline-2016-employment-snapshot"

[[aiSignals]]
source = "felten_aioe"
label = "AI occupational exposure"
score = -0.8609312
scale = "relative exposure score"
release = "2021-plus-generative-ai-workbooks"

[[aiSignals]]
source = "felten_image_generation_aioe"
label = "Image generation occupational exposure"
score = -0.8292715
scale = "relative exposure score"
release = "2021-plus-generative-ai-workbooks"

[[aiSignals]]
source = "felten_language_modeling_aioe"
label = "Language modeling occupational exposure"
score = -0.9229649
scale = "relative exposure score"
release = "2021-plus-generative-ai-workbooks"
