entityType = "role"
schemaVersion = "role.v1"
slug = "role-51-9032-00"
socCode = "51-9032.00"
title = "Cutting and Slicing Machine Setters, Operators, and Tenders"
summary = "Set up, operate, or tend machines that cut or slice materials, such as glass, stone, cork, rubber, tobacco, food, paper, or insulating material."
aliases = ["Cutter", "Cutter Operator", "Machine Operator", "Paper Cutter", "Cutting Pressman", "Die Cutter Operator", "Flat Cutter", "Sheeter", "Skiver Operator", "Slitter", "Abrasive Sawyer", "Almond Cutting Machine Tender"]
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 = 55.36

[[preparation.educationDistribution]]
label = "Less than a High School Diploma"
percentage = 38.14

[[preparation.educationDistribution]]
label = "Post-Secondary Certificate"
percentage = 4.91

[[preparation.educationDistribution]]
label = "Some College Courses"
percentage = 1.29

[[preparation.educationDistribution]]
label = "Post-Baccalaureate Certificate"
percentage = 0.29

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

[market]
medianWage = 45700
meanWage = 46420
pct10Wage = 34890
pct25Wage = 38540
pct75Wage = 52000
pct90Wage = 60430
employment = 47540
areaTitle = "U.S."

[industries]
count = 15

[[industries.top]]
naics = "31-33"
slug = "31-33"
title = "Manufacturing"
level = "Sector"
employment = 39910
medianWage = 46150
lq = 10.14

[[industries.top]]
naics = "42"
slug = "42"
title = "Wholesale Trade"
level = "Sector"
employment = 3070
medianWage = 43730
lq = 1.65

[[industries.top]]
naics = "56"
slug = "56"
title = "Administrative and Support and Waste Management and Remediation Services"
level = "Sector"
employment = 1390
medianWage = 38460
lq = 0.5

[[industries.top]]
naics = "23"
slug = "23"
title = "Construction"
level = "Sector"
employment = 1230
medianWage = 48880
lq = 0.49

[[industries.top]]
naics = "44-45"
slug = "44-45"
title = "Retail Trade"
level = "Sector"
employment = 860
medianWage = 42100
lq = 0.18

[[industries.top]]
naics = "561320"
slug = "561320"
title = "Temporary Help Services"
level = "National industry"
employment = 660
medianWage = 37070
lq = 0.81

[[industries.top]]
naics = "21"
slug = "21"
title = "Mining, Quarrying, and Oil and Gas Extraction"
level = "Sector"
employment = 360
medianWage = 38650
lq = 2.04

[[industries.top]]
naics = "48-49"
slug = "48-49"
title = "Transportation and Warehousing"
level = "Sector"
employment = 240
medianWage = 47200
lq = 0.11

[[industries.top]]
naics = "332710"
slug = "332710"
title = "Machine Shops"
level = "National industry"
employment = 150
medianWage = 50640
lq = 1.87

[[industries.top]]
naics = "51"
slug = "51"
title = "Information"
level = "Sector"
employment = 70
medianWage = 35670

[[industries.top]]
naics = "62"
slug = "62"
title = "Health Care and Social Assistance"
level = "Sector"
employment = 70
medianWage = 33640

[[industries.top]]
naics = "54"
slug = "54"
title = "Professional, Scientific, and Technical Services"
level = "Sector"
employment = 50
medianWage = 45760

[[industries.concentrated]]
naics = "31-33"
slug = "31-33"
title = "Manufacturing"
level = "Sector"
employment = 39910
lq = 10.14

[[industries.concentrated]]
naics = "21"
slug = "21"
title = "Mining, Quarrying, and Oil and Gas Extraction"
level = "Sector"
employment = 360
lq = 2.04

[[industries.concentrated]]
naics = "332710"
slug = "332710"
title = "Machine Shops"
level = "National industry"
employment = 150
lq = 1.87

[[industries.concentrated]]
naics = "42"
slug = "42"
title = "Wholesale Trade"
level = "Sector"
employment = 3070
lq = 1.65

[[industries.concentrated]]
naics = "561320"
slug = "561320"
title = "Temporary Help Services"
level = "National industry"
employment = 660
lq = 0.81

[[industries.concentrated]]
naics = "56"
slug = "56"
title = "Administrative and Support and Waste Management and Remediation Services"
level = "Sector"
employment = 1390
lq = 0.5

[[industries.concentrated]]
naics = "23"
slug = "23"
title = "Construction"
level = "Sector"
employment = 1230
lq = 0.49

[[industries.concentrated]]
naics = "44-45"
slug = "44-45"
title = "Retail Trade"
level = "Sector"
employment = 860
lq = 0.18

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

[aiOutlook.index]
value = 18
percentile = 15
band = "Low"
version = "ai-exposure-index-v1"
componentCount = 3

[[aiOutlook.index.components]]
percentile = 15
source = "felten_aioe"

[[aiOutlook.index.components]]
percentile = 13
source = "openai_gpts_are_gpts"

[[aiOutlook.index.components]]
percentile = 25
source = "microsoft_working_with_ai"

[aiOutlook.freyHistorical]
source = "frey"
label = "Computerization probability (Frey & Osborne, 2013)"
value = 0.86
percentile = 72
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 = 0.06818181818181818
gamma = 0.09090909090909091

[aiOutlook.bls]
growthPercent = -2.3
growthPercentile = 18
direction = "Declining"
annualOpeningsThousands = 5.3
annualOpeningsPercentile = 50
employment2024Thousands = 49
employment2034Thousands = 47.9

[[aiOutlook.exposure]]
source = "felten_aioe"
label = "Overall AI exposure (Felten et al.)"
value = -1.079282
percentile = 15
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 = 0.09090909090909091
percentile = 13
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 = 0.08497790858650175
percentile = 25
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 = "Review work orders, blueprints, specifications, or job samples to determine components, settings, and adjustments for cutting and slicing machines."
usagePercent = 0.004929973830055586
importance = 4.42

[[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 = 25
skills = 34
capabilities = 120
tools = 4
relatedRoles = 20

[source]
dataset = "gold.onet_role_starter_surface"
version = "30.3"
generatedAt = "2026-06-02T21:00:32.945303+00:00"
contentHash = "ae0cc0b9727e466c"

[[tasks]]
text = "Set up, operate, or tend machines that cut or slice materials, such as glass, stone, cork, rubber, tobacco, food, paper, or insulating material."
type = "Core"
iwa = "4.A.3.a.3.l"

[[tasks]]
text = "Examine, measure, and weigh materials or products to verify conformance to specifications, using measuring devices, such as rulers, micrometers, or scales."
type = "Core"
iwa = "4.A.1.b.3.a"

[[tasks]]
text = "Review work orders, blueprints, specifications, or job samples to determine components, settings, and adjustments for cutting and slicing machines."
type = "Core"
iwa = "4.A.1.a.1.b"

[[tasks]]
text = "Press buttons, pull levers, or depress pedals to start and operate cutting and slicing machines."
type = "Core"
iwa = "4.A.3.a.3.l"

[[tasks]]
text = "Start machines to verify setups, and make any necessary adjustments."
type = "Core"
iwa = "4.A.1.b.2.l"

[[tasks]]
text = "Feed stock into cutting machines, onto conveyors, or under cutting blades, by threading, guiding, pushing, or turning handwheels."
type = "Core"
iwa = "4.A.3.a.2.f"

[[tasks]]
text = "Mark cutting lines or identifying information on stock, using marking pencils, rulers, or scribes."
type = "Supplemental"
iwa = "4.A.1.b.1.a"

[[tasks]]
text = "Stack and sort cut material for packaging, further processing, or shipping, according to types and sizes of material."
type = "Core"
iwa = "4.A.2.a.2.b"

[[tasks]]
text = "Monitor operation of cutting or slicing machines to detect malfunctions or to determine whether supplies need replenishment."
type = "Core"
iwa = "4.A.1.a.2.a"

[[tasks]]
text = "Adjust machine controls to alter position, alignment, speed, or pressure."
type = "Core"
iwa = "4.A.3.a.3.l"

[[tasks]]
text = "Remove completed materials or products from cutting or slicing machines, and stack or store them for additional processing."
type = "Core"
iwa = "4.A.3.a.1.f"

[[tasks]]
text = "Remove defective or substandard materials from machines, and readjust machine components so that products meet standards."
type = "Core"
iwa = "4.A.3.a.2.i"

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

[[activities]]
name = "Measure dimensions of completed products or workpieces to verify conformance to specifications."
iwa = "4.A.1.b.3.a"

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

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

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

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

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

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

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

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

[[activities]]
name = "Watch operating equipment to detect malfunctions."
iwa = "4.A.1.a.2.a"

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

[[activities]]
name = "Select production equipment according to product specifications."
iwa = "4.A.2.b.1.j"

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

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

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

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

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

[[activities]]
name = "Position raw materials on processing or production equipment."
iwa = "4.A.3.a.2.f"

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

[[activities]]
name = "Mark products, workpieces, or equipment with identifying information."
iwa = "4.A.1.b.1.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 = "Operate cranes, hoists, or other moving or lifting equipment."
iwa = "4.A.3.a.3.h"

[[activities]]
name = "Set equipment guides, stops, spacers, or other fixtures."
iwa = "4.A.3.a.2.at"

[[activities]]
name = "Direct operational or production activities."
iwa = "4.A.4.b.4.j"

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

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

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

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

[[capabilities]]
name = "Control Precision"
family = "ability"
value = 3.88

[[capabilities]]
name = "Near Vision"
family = "ability"
value = 3.88

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

[[capabilities]]
name = "Arm-Hand Steadiness"
family = "ability"
value = 3.75

[[capabilities]]
name = "Operation and Control"
family = "transferable_skill"
value = 3.62

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

[[capabilities]]
name = "Manual Dexterity"
family = "ability"
value = 3.62

[[capabilities]]
name = "Quality Control Analysis"
family = "transferable_skill"
value = 3.5

[[capabilities]]
name = "Production and Processing"
family = "knowledge"
value = 3.49

[[capabilities]]
name = "Oral Comprehension"
family = "ability"
value = 3.38

[[capabilities]]
name = "Visualization"
family = "ability"
value = 3.38

[[capabilities]]
name = "Multilimb Coordination"
family = "ability"
value = 3.38

[[capabilities]]
name = "Reaction Time"
family = "ability"
value = 3.38

[[capabilities]]
name = "Monitoring"
family = "essential_skill"
value = 3.25

[[capabilities]]
name = "Deductive Reasoning"
family = "ability"
value = 3.25

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

[[capabilities]]
name = "Selective Attention"
family = "ability"
value = 3.25

[[capabilities]]
name = "Rate Control"
family = "ability"
value = 3.25

[[capabilities]]
name = "Mathematics"
family = "knowledge"
value = 3.21

[[capabilities]]
name = "Reading Comprehension"
family = "essential_skill"
value = 3.12

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

[[capabilities]]
name = "Category Flexibility"
family = "ability"
value = 3.12

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

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

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

[[capabilities]]
name = "Extent Flexibility"
family = "ability"
value = 3.12

[[capabilities]]
name = "Depth Perception"
family = "ability"
value = 3.12

[[capabilities]]
name = "Mechanical"
family = "knowledge"
value = 3.08

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

[[capabilities]]
name = "Coordination"
family = "transferable_skill"
value = 3

[[capabilities]]
name = "Equipment Maintenance"
family = "transferable_skill"
value = 3

[[capabilities]]
name = "Troubleshooting"
family = "transferable_skill"
value = 3

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

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

[[capabilities]]
name = "Response Orientation"
family = "ability"
value = 3

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

[[capabilities]]
name = "Complex Problem Solving"
family = "transferable_skill"
value = 2.88

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

[[capabilities]]
name = "Flexibility of Closure"
family = "ability"
value = 2.88

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

[[skills]]
name = "Geography"
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

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

[[workContext]]
name = "Wear Common Protective or Safety Equipment such as Safety Shoes, Glasses, Gloves, Hearing Protection, Hard Hats, or Life Jackets"
value = 4.84

[[workContext]]
name = "Spend Time Standing"
value = 4.77

[[workContext]]
name = "Face-to-Face Discussions with Individuals and Within Teams"
value = 4.54

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

[[workContext]]
name = "Spend Time Using Your Hands to Handle, Control, or Feel Objects, Tools, or Controls"
value = 4.36

[[workContext]]
name = "Exposed to Sounds, Noise Levels that are Distracting or Uncomfortable"
value = 4.33

[[workContext]]
name = "Work With or Contribute to a Work Group or Team"
value = 4.21

[[workContext]]
name = "Exposed to Hazardous Equipment"
value = 4.11

[[workContext]]
name = "Spend Time Making Repetitive Motions"
value = 4.07

[[workContext]]
name = "Health and Safety of Other Workers"
value = 4

[[workContext]]
name = "Impact of Decisions on Co-workers or Company Results"
value = 3.99

[[workContext]]
name = "Pace Determined by Speed of Equipment"
value = 3.97

[[workContext]]
name = "Time Pressure"
value = 3.93

[[workContext]]
name = "Importance of Repeating Same Tasks"
value = 3.84

[[workContext]]
name = "Spend Time Walking or Running"
value = 3.82

[[workContext]]
name = "Exposed to Contaminants"
value = 3.78

[[workContext]]
name = "Contact With Others"
value = 3.75

[[workContext]]
name = "Frequency of Decision Making"
value = 3.69

[[workContext]]
name = "Coordinate or Lead Others in Accomplishing Work Activities"
value = 3.66

[[workContext]]
name = "Work Outcomes and Results of Other Workers"
value = 3.66

[[workContext]]
name = "Determine Tasks, Priorities and Goals"
value = 3.61

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

[[workContext]]
name = "Spend Time Bending or Twisting Your Body"
value = 3.52

[[workContext]]
name = "Indoors, Environmentally Controlled"
value = 3.28

[[workContext]]
name = "Physical Proximity"
value = 3.27

[[workContext]]
name = "Consequence of Error"
value = 3.23

[[workContext]]
name = "Indoors, Not Environmentally Controlled"
value = 3.2

[[workContext]]
name = "Exposed to Very Hot or Cold Temperatures"
value = 3.01

[[workContext]]
name = "Degree of Automation"
value = 2.92

[[workContext]]
name = "Telephone Conversations"
value = 2.82

[[workContext]]
name = "Level of Competition"
value = 2.62

[[workContext]]
name = "E-Mail"
value = 2.6

[[workContext]]
name = "Dealing With Unpleasant, Angry, or Discourteous People"
value = 2.6

[[workContext]]
name = "Conflict Situations"
value = 2.59

[[workContext]]
name = "Exposed to Minor Burns, Cuts, Bites, or Stings"
value = 2.46

[[workContext]]
name = "Exposed to Cramped Work Space, Awkward Positions"
value = 2.35

[[workContext]]
name = "Spend Time Kneeling, Crouching, Stooping, or Crawling"
value = 2.33

[[workContext]]
name = "In an Open Vehicle or Operating Equipment"
value = 2.04

[[workContext]]
name = "Spend Time Keeping or Regaining Balance"
value = 1.99

[[workContext]]
name = "Exposed to Hazardous Conditions"
value = 1.9

[[personFit]]
name = "Realistic"
family = "career_interest_type"
value = 6.71

[[personFit]]
name = "Physical/Manual Labor"
family = "specific_interest_area"
value = 4.5

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

[[personFit]]
name = "Dependability"
family = "work_style"
value = 3

[[personFit]]
name = "Mechanics/Electronics"
family = "specific_interest_area"
value = 2.62

[[personFit]]
name = "Attention to Detail"
family = "work_style"
value = 2.34

[[personFit]]
name = "Construction/Woodwork"
family = "specific_interest_area"
value = 2.22

[[personFit]]
name = "Cautiousness"
family = "work_style"
value = 2.1

[[personFit]]
name = "Transportation/Machine Operation"
family = "specific_interest_area"
value = 2

[[personFit]]
name = "Engineering"
family = "specific_interest_area"
value = 1.98

[[personFit]]
name = "Culinary Art"
family = "specific_interest_area"
value = 1.65

[[personFit]]
name = "Investigative"
family = "career_interest_type"
value = 1.61

[[personFit]]
name = "Mathematics/Statistics"
family = "specific_interest_area"
value = 1.5

[[personFit]]
name = "Enterprising"
family = "career_interest_type"
value = 1.2

[[personFit]]
name = "Accounting"
family = "specific_interest_area"
value = 1.2

[[personFit]]
name = "Agriculture"
family = "specific_interest_area"
value = 1.18

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

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

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

[[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-Short"

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

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

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

[[relatedRoles]]
socCode = "51-4035.00"
slug = "role-51-4035-00"
title = "Milling and Planing Machine Setters, Operators, and Tenders, Metal and Plastic"
tier = "Primary-Long"

[[relatedRoles]]
socCode = "51-4023.00"
slug = "role-51-4023-00"
title = "Rolling Machine Setters, Operators, and Tenders, Metal and Plastic"
tier = "Primary-Long"

[[relatedRoles]]
socCode = "51-4081.00"
slug = "role-51-4081-00"
title = "Multiple Machine Tool Setters, Operators, and Tenders, Metal and Plastic"
tier = "Primary-Long"

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

[[relatedRoles]]
socCode = "51-9031.00"
slug = "role-51-9031-00"
title = "Cutters and Trimmers, Hand"
tier = "Supplemental"

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

[[aiSignals]]
source = "frey_osborne"
label = "Computerization probability"
score = 0.86
scale = "0-1 probability"
release = "2013-baseline-2016-employment-snapshot"

[[aiSignals]]
source = "felten_aioe"
label = "AI occupational exposure"
score = -1.079282
scale = "relative exposure score"
release = "2021-plus-generative-ai-workbooks"

[[aiSignals]]
source = "felten_image_generation_aioe"
label = "Image generation occupational exposure"
score = -0.6916952
scale = "relative exposure score"
release = "2021-plus-generative-ai-workbooks"

[[aiSignals]]
source = "felten_language_modeling_aioe"
label = "Language modeling occupational exposure"
score = -1.198831
scale = "relative exposure score"
release = "2021-plus-generative-ai-workbooks"
