entityType = "role"
schemaVersion = "role.v1"
slug = "role-51-9031-00"
socCode = "51-9031.00"
title = "Cutters and Trimmers, Hand"
summary = "Use hand tools or hand-held power tools to cut and trim a variety of manufactured items, such as carpet, fabric, stone, glass, or rubber."
aliases = ["Cloth Cutter", "Leather Cutter", "Offline Cutter", "Trimmer", "Denim Cutter", "Fabric Cutter", "Finisher", "Glass Cutter", "Hand Cutter", "Sample Cutter", "Aluminum Sheet Cutter", "Basting Puller"]
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 = "Less than a High School Diploma"
percentage = 72.8

[[preparation.educationDistribution]]
label = "High School Diploma"
percentage = 16.38

[[preparation.educationDistribution]]
label = "Some College Courses"
percentage = 5.67

[[preparation.educationDistribution]]
label = "Associate's Degree (or other 2-year degree)"
percentage = 5.15

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

[market]
medianWage = 38800
meanWage = 41960
pct10Wage = 29910
pct25Wage = 33860
pct75Wage = 48790
pct90Wage = 57820
employment = 7070
areaTitle = "U.S."

[industries]
count = 9

[[industries.top]]
naics = "31-33"
slug = "31-33"
title = "Manufacturing"
level = "Sector"
employment = 4870
medianWage = 38880
lq = 8.32

[[industries.top]]
naics = "42"
slug = "42"
title = "Wholesale Trade"
level = "Sector"
employment = 500
medianWage = 36980
lq = 1.81

[[industries.top]]
naics = "56"
slug = "56"
title = "Administrative and Support and Waste Management and Remediation Services"
level = "Sector"
employment = 260
medianWage = 35450
lq = 0.63

[[industries.top]]
naics = "44-45"
slug = "44-45"
title = "Retail Trade"
level = "Sector"
employment = 250
medianWage = 34320
lq = 0.35

[[industries.top]]
naics = "561320"
slug = "561320"
title = "Temporary Help Services"
level = "National industry"
employment = 230
medianWage = 35740
lq = 1.89

[[industries.top]]
naics = "23"
slug = "23"
title = "Construction"
level = "Sector"
employment = 220
medianWage = 53760
lq = 0.59

[[industries.top]]
naics = "81"
slug = "81"
title = "Other Services (except Public Administration)"
level = "Sector"
employment = 60
medianWage = 36810

[[industries.top]]
naics = "48-49"
slug = "48-49"
title = "Transportation and Warehousing"
level = "Sector"
medianWage = 37600

[[industries.top]]
naics = "54"
slug = "54"
title = "Professional, Scientific, and Technical Services"
level = "Sector"
medianWage = 51420

[[industries.concentrated]]
naics = "31-33"
slug = "31-33"
title = "Manufacturing"
level = "Sector"
employment = 4870
lq = 8.32

[[industries.concentrated]]
naics = "561320"
slug = "561320"
title = "Temporary Help Services"
level = "National industry"
employment = 230
lq = 1.89

[[industries.concentrated]]
naics = "42"
slug = "42"
title = "Wholesale Trade"
level = "Sector"
employment = 500
lq = 1.81

[[industries.concentrated]]
naics = "56"
slug = "56"
title = "Administrative and Support and Waste Management and Remediation Services"
level = "Sector"
employment = 260
lq = 0.63

[[industries.concentrated]]
naics = "23"
slug = "23"
title = "Construction"
level = "Sector"
employment = 220
lq = 0.59

[[industries.concentrated]]
naics = "44-45"
slug = "44-45"
title = "Retail Trade"
level = "Sector"
employment = 250
lq = 0.35

[aiOutlook]
teleworkable = false
usageTasks = []

[aiOutlook.index]
value = 12
percentile = 8
band = "Low"
version = "ai-exposure-index-v1"
componentCount = 3

[[aiOutlook.index.components]]
percentile = 20
source = "felten_aioe"

[[aiOutlook.index.components]]
percentile = 3
source = "openai_gpts_are_gpts"

[[aiOutlook.index.components]]
percentile = 12
source = "microsoft_working_with_ai"

[aiOutlook.freyHistorical]
source = "frey"
label = "Computerization probability (Frey & Osborne, 2013)"
value = 0.64
percentile = 54
band = "Moderate"
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
gamma = 0

[aiOutlook.bls]
growthPercent = -18.1
growthPercentile = 2
direction = "Declining"
annualOpeningsThousands = 0.6
annualOpeningsPercentile = 9
employment2024Thousands = 7
employment2034Thousands = 5.7

[[aiOutlook.exposure]]
source = "felten_aioe"
label = "Overall AI exposure (Felten et al.)"
value = -0.9479839
percentile = 20
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
percentile = 3
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 = 0.0533873861416691
percentile = 12
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.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 = 18
skills = 34
capabilities = 120
tools = 3
relatedRoles = 20

[source]
dataset = "gold.onet_role_starter_surface"
version = "30.3"
generatedAt = "2026-06-02T21:00:32.945303+00:00"
contentHash = "a4600663ca31a434"

[[tasks]]
text = "Mark or discard items with defects such as spots, stains, scars, snags, chips, scratches, or unacceptable shapes or finishes."
type = "Core"
iwa = "4.A.1.b.1.a"

[[tasks]]
text = "Trim excess material or cut threads off finished products, such as cutting loose ends of plastic off a manufactured toy for a smoother finish."
type = "Core"
iwa = "4.A.3.a.2.l"

[[tasks]]
text = "Cut, shape, and trim materials, such as textiles, food, glass, stone, and metal, using knives, scissors, and other hand tools, portable power tools, or bench-mounted tools."
type = "Core"
iwa = "4.A.3.a.2.g"

[[tasks]]
text = "Position templates or measure materials to locate specified points of cuts or to obtain maximum yields, using rules, scales, or patterns."
type = "Core"
iwa = "4.A.1.b.3.a"

[[tasks]]
text = "Read work orders to determine dimensions, cutting locations, and quantities to cut."
type = "Core"
iwa = "4.A.1.a.1.b"

[[tasks]]
text = "Mark cutting lines around patterns or templates, or follow layout points, using squares, rules, and straightedges, and chalk, pencils, or scribes."
type = "Core"
iwa = "4.A.3.a.2.ao"

[[tasks]]
text = "Mark identification numbers, trademarks, grades, marketing data, sizes, or model numbers on products."
type = "Core"
iwa = "4.A.1.b.1.a"

[[tasks]]
text = "Unroll, lay out, attach, or mount materials or items on cutting tables or machines."
type = "Core"
iwa = "4.A.3.a.2.f"

[[tasks]]
text = "Separate materials or products according to size, weight, type, condition, color, or shade."
type = "Core"
iwa = "4.A.2.a.2.b"

[[tasks]]
text = "Fold or shape materials before or after cutting them."
type = "Core"
iwa = "4.A.3.a.2.f"

[[tasks]]
text = "Stack cut items and load them on racks or conveyors or onto trucks."
type = "Supplemental"
iwa = "4.A.3.a.1.f"

[[tasks]]
text = "Lower table-mounted cutters such as knife blades, cutting wheels, or saws to cut items to specified sizes."
type = "Supplemental"
iwa = "4.A.3.a.3.l"

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

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

[[activities]]
name = "Shape metal workpieces with hammers or other small hand tools."
iwa = "4.A.3.a.2.g"

[[activities]]
name = "Cut industrial materials in preparation for fabrication or processing."
iwa = "4.A.3.a.2.l"

[[activities]]
name = "Sort materials or products for processing, storing, shipping, or grading."
iwa = "4.A.2.a.2.b"

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

[[activities]]
name = "Count finished products or workpieces."
iwa = "4.A.1.b.2.f"

[[activities]]
name = "Weigh finished products."
iwa = "4.A.1.b.3.a"

[[activities]]
name = "Draw guide lines or markings on materials or workpieces using patterns or other references."
iwa = "4.A.3.a.2.ao"

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

[[activities]]
name = "Stack finished items for further processing or shipment."
iwa = "4.A.3.a.1.f"

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

[[activities]]
name = "Clean workpieces or finished products."
iwa = "4.A.3.a.1.h"

[[activities]]
name = "Polish materials, workpieces, or finished products."
iwa = "4.A.3.a.2.o"

[[activities]]
name = "Operate grinding equipment."
iwa = "4.A.3.a.3.l"

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

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

[[activities]]
name = "Operate cutting equipment."
iwa = "4.A.3.a.3.l"

[[activities]]
name = "Replace worn equipment components."
iwa = "4.A.3.b.4.c"

[[activities]]
name = "Sharpen cutting or grinding tools."
iwa = "4.A.3.b.5.a"

[[activities]]
name = "Set equipment controls to meet cutting specifications."
iwa = "4.A.3.a.2.i"

[[activities]]
name = "Move products, materials, or equipment between work areas."
iwa = "4.A.3.a.1.j"

[[capabilities]]
name = "Manual Dexterity"
family = "ability"
value = 3.5

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

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

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

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

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

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

[[capabilities]]
name = "Control Precision"
family = "ability"
value = 3

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

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

[[capabilities]]
name = "Active Listening"
family = "essential_skill"
value = 2.88

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

[[capabilities]]
name = "Time Management"
family = "transferable_skill"
value = 2.88

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

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

[[capabilities]]
name = "Finger Dexterity"
family = "ability"
value = 2.88

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

[[capabilities]]
name = "Speech Clarity"
family = "ability"
value = 2.88

[[capabilities]]
name = "Reading Comprehension"
family = "essential_skill"
value = 2.75

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

[[capabilities]]
name = "Social Perceptiveness"
family = "transferable_skill"
value = 2.75

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

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

[[capabilities]]
name = "Problem Sensitivity"
family = "ability"
value = 2.75

[[capabilities]]
name = "Deductive Reasoning"
family = "ability"
value = 2.75

[[capabilities]]
name = "Trunk Strength"
family = "ability"
value = 2.75

[[capabilities]]
name = "Far Vision"
family = "ability"
value = 2.75

[[capabilities]]
name = "Critical Thinking"
family = "essential_skill"
value = 2.62

[[capabilities]]
name = "Inductive Reasoning"
family = "ability"
value = 2.62

[[capabilities]]
name = "Perceptual Speed"
family = "ability"
value = 2.62

[[capabilities]]
name = "Visualization"
family = "ability"
value = 2.62

[[capabilities]]
name = "Reaction Time"
family = "ability"
value = 2.62

[[capabilities]]
name = "Visual Color Discrimination"
family = "ability"
value = 2.62

[[capabilities]]
name = "Complex Problem Solving"
family = "transferable_skill"
value = 2.5

[[capabilities]]
name = "Flexibility of Closure"
family = "ability"
value = 2.5

[[capabilities]]
name = "Mathematics"
family = "knowledge"
value = 2.42

[[capabilities]]
name = "Rate Control"
family = "ability"
value = 2.38

[[capabilities]]
name = "Extent Flexibility"
family = "ability"
value = 2.38

[[capabilities]]
name = "Coordination"
family = "transferable_skill"
value = 2.25

[[capabilities]]
name = "Service Orientation"
family = "transferable_skill"
value = 2.25

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

[[tools]]
example = "Microsoft Excel"
category = "Spreadsheet 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

[[workContext]]
name = "Spend Time Using Your Hands to Handle, Control, or Feel Objects, Tools, or Controls"
value = 4.66

[[workContext]]
name = "Indoors, Environmentally Controlled"
value = 4.63

[[workContext]]
name = "Importance of Being Exact or Accurate"
value = 4.57

[[workContext]]
name = "Spend Time Standing"
value = 4.56

[[workContext]]
name = "Spend Time Making Repetitive Motions"
value = 4.04

[[workContext]]
name = "Time Pressure"
value = 3.75

[[workContext]]
name = "Work With or Contribute to a Work Group or Team"
value = 3.47

[[workContext]]
name = "Determine Tasks, Priorities and Goals"
value = 3.44

[[workContext]]
name = "Contact With Others"
value = 3.39

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

[[workContext]]
name = "Freedom to Make Decisions"
value = 3.16

[[workContext]]
name = "Coordinate or Lead Others in Accomplishing Work Activities"
value = 2.99

[[workContext]]
name = "Face-to-Face Discussions with Individuals and Within Teams"
value = 2.89

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

[[workContext]]
name = "Pace Determined by Speed of Equipment"
value = 2.7

[[workContext]]
name = "Wear Common Protective or Safety Equipment such as Safety Shoes, Glasses, Gloves, Hearing Protection, Hard Hats, or Life Jackets"
value = 2.65

[[workContext]]
name = "Importance of Repeating Same Tasks"
value = 2.6

[[workContext]]
name = "Physical Proximity"
value = 2.37

[[workContext]]
name = "Spend Time Walking or Running"
value = 2.35

[[workContext]]
name = "Written Letters and Memos"
value = 2.33

[[workContext]]
name = "Impact of Decisions on Co-workers or Company Results"
value = 2.28

[[workContext]]
name = "Exposed to Hazardous Equipment"
value = 2.24

[[workContext]]
name = "Health and Safety of Other Workers"
value = 2.23

[[workContext]]
name = "Degree of Automation"
value = 2.22

[[workContext]]
name = "Exposed to Very Hot or Cold Temperatures"
value = 2.14

[[workContext]]
name = "Exposed to Contaminants"
value = 2.13

[[workContext]]
name = "Consequence of Error"
value = 2.13

[[workContext]]
name = "Frequency of Decision Making"
value = 2.05

[[workContext]]
name = "Indoors, Not Environmentally Controlled"
value = 1.99

[[workContext]]
name = "Wear Specialized Protective or Safety Equipment such as Breathing Apparatus, Safety Harness, Full Protection Suits, or Radiation Protection"
value = 1.94

[[workContext]]
name = "Exposed to Sounds, Noise Levels that are Distracting or Uncomfortable"
value = 1.88

[[workContext]]
name = "Level of Competition"
value = 1.86

[[workContext]]
name = "Exposed to Minor Burns, Cuts, Bites, or Stings"
value = 1.77

[[workContext]]
name = "Spend Time Kneeling, Crouching, Stooping, or Crawling"
value = 1.71

[[workContext]]
name = "Exposed to Extremely Bright or Inadequate Lighting Conditions"
value = 1.5

[[workContext]]
name = "Spend Time Sitting"
value = 1.5

[[workContext]]
name = "Conflict Situations"
value = 1.42

[[workContext]]
name = "Spend Time Keeping or Regaining Balance"
value = 1.32

[[workContext]]
name = "Public Speaking"
value = 1.28

[[workContext]]
name = "In an Open Vehicle or Operating Equipment"
value = 1.26

[[personFit]]
name = "Realistic"
family = "career_interest_type"
value = 6.24

[[personFit]]
name = "Physical/Manual Labor"
family = "specific_interest_area"
value = 5.07

[[personFit]]
name = "Conventional"
family = "career_interest_type"
value = 3.75

[[personFit]]
name = "Attention to Detail"
family = "work_style"
value = 2.41

[[personFit]]
name = "Artistic"
family = "career_interest_type"
value = 2.2

[[personFit]]
name = "Construction/Woodwork"
family = "specific_interest_area"
value = 2.19

[[personFit]]
name = "Dependability"
family = "work_style"
value = 2.01

[[personFit]]
name = "Cautiousness"
family = "work_style"
value = 1.76

[[personFit]]
name = "Mechanics/Electronics"
family = "specific_interest_area"
value = 1.62

[[personFit]]
name = "Applied Arts and Design"
family = "specific_interest_area"
value = 1.52

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

[[personFit]]
name = "Culinary Art"
family = "specific_interest_area"
value = 1.35

[[personFit]]
name = "Visual Arts"
family = "specific_interest_area"
value = 1.3

[[personFit]]
name = "Investigative"
family = "career_interest_type"
value = 1.22

[[personFit]]
name = "Transportation/Machine Operation"
family = "specific_interest_area"
value = 1.19

[[personFit]]
name = "Social"
family = "career_interest_type"
value = 1.13

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

[[relatedRoles]]
socCode = "51-9022.00"
slug = "role-51-9022-00"
title = "Grinding and Polishing Workers, Hand"
tier = "Primary-Short"

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

[[relatedRoles]]
socCode = "51-7041.00"
slug = "role-51-7041-00"
title = "Sawing Machine Setters, Operators, and Tenders, Wood"
tier = "Primary-Short"

[[relatedRoles]]
socCode = "51-7042.00"
slug = "role-51-7042-00"
title = "Woodworking Machine Setters, Operators, and Tenders, Except Sawing"
tier = "Primary-Short"

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

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

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

[[relatedRoles]]
socCode = "51-9195.00"
slug = "role-51-9195-00"
title = "Molders, Shapers, and Casters, Except Metal and Plastic"
tier = "Primary-Long"

[[relatedRoles]]
socCode = "51-4031.00"
slug = "role-51-4031-00"
title = "Cutting, Punching, and Press Machine Setters, Operators, and Tenders, Metal and Plastic"
tier = "Primary-Long"

[[relatedRoles]]
socCode = "51-4033.00"
slug = "role-51-4033-00"
title = "Grinding, Lapping, Polishing, and Buffing Machine Tool Setters, Operators, and Tenders, Metal and Plastic"
tier = "Supplemental"

[[relatedRoles]]
socCode = "51-4194.00"
slug = "role-51-4194-00"
title = "Tool Grinders, Filers, and Sharpeners"
tier = "Supplemental"

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

[[aiSignals]]
source = "frey_osborne"
label = "Computerization probability"
score = 0.64
scale = "0-1 probability"
release = "2013-baseline-2016-employment-snapshot"

[[aiSignals]]
source = "felten_aioe"
label = "AI occupational exposure"
score = -0.9479839
scale = "relative exposure score"
release = "2021-plus-generative-ai-workbooks"

[[aiSignals]]
source = "felten_image_generation_aioe"
label = "Image generation occupational exposure"
score = -0.8862255
scale = "relative exposure score"
release = "2021-plus-generative-ai-workbooks"

[[aiSignals]]
source = "felten_language_modeling_aioe"
label = "Language modeling occupational exposure"
score = -0.9457526
scale = "relative exposure score"
release = "2021-plus-generative-ai-workbooks"
