entityType = "role"
schemaVersion = "role.v1"
slug = "role-51-9021-00"
socCode = "51-9021.00"
title = "Crushing, Grinding, and Polishing Machine Setters, Operators, and Tenders"
summary = "Set up, operate, or tend machines to crush, grind, or polish materials, such as coal, glass, grain, stone, food, or rubber."
aliases = ["Grinder", "Machine Operator", "Miller", "Preparation Operator (Prep Operator)", "Beveler Operator", "Cullet Trucker", "Grinder Operator", "Machine Tender", "Polisher", "Pulverizer", "Abrasive Grinder", "Air Bag Buffer"]
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 = 61.72

[[preparation.educationDistribution]]
label = "Less than a High School Diploma"
percentage = 19.39

[[preparation.educationDistribution]]
label = "Post-Secondary Certificate"
percentage = 1.23

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

[market]
medianWage = 46890
meanWage = 49400
pct10Wage = 35380
pct25Wage = 38990
pct75Wage = 58440
pct90Wage = 65980
employment = 28550
areaTitle = "U.S."

[industries]
count = 15

[[industries.top]]
naics = "31-33"
slug = "31-33"
title = "Manufacturing"
level = "Sector"
employment = 19280
medianWage = 46110
lq = 8.16

[[industries.top]]
naics = "21"
slug = "21"
title = "Mining, Quarrying, and Oil and Gas Extraction"
level = "Sector"
employment = 3420
medianWage = 58340
lq = 32.21

[[industries.top]]
naics = "42"
slug = "42"
title = "Wholesale Trade"
level = "Sector"
employment = 2390
medianWage = 42490
lq = 2.14

[[industries.top]]
naics = "23"
slug = "23"
title = "Construction"
level = "Sector"
employment = 1230
medianWage = 49450
lq = 0.82

[[industries.top]]
naics = "56"
slug = "56"
title = "Administrative and Support and Waste Management and Remediation Services"
level = "Sector"
employment = 820
medianWage = 41450
lq = 0.49

[[industries.top]]
naics = "561320"
slug = "561320"
title = "Temporary Help Services"
level = "National industry"
employment = 430
medianWage = 37060
lq = 0.88

[[industries.top]]
naics = "81"
slug = "81"
title = "Other Services (except Public Administration)"
level = "Sector"
employment = 240
medianWage = 46150
lq = 0.29

[[industries.top]]
naics = "332710"
slug = "332710"
title = "Machine Shops"
level = "National industry"
employment = 170
medianWage = 37980
lq = 3.53

[[industries.top]]
naics = "48-49"
slug = "48-49"
title = "Transportation and Warehousing"
level = "Sector"
employment = 170
medianWage = 37630
lq = 0.12

[[industries.top]]
naics = "11"
slug = "11"
title = "Agriculture, Forestry, Fishing and Hunting"
level = "Sector"
employment = 160
medianWage = 45760
lq = 2.04

[[industries.top]]
naics = "54"
slug = "54"
title = "Professional, Scientific, and Technical Services"
level = "Sector"
employment = 80
medianWage = 50530

[[industries.top]]
naics = "339910"
slug = "339910"
title = "Jewelry and Silverware Manufacturing"
level = "National industry"
medianWage = 60990

[[industries.concentrated]]
naics = "21"
slug = "21"
title = "Mining, Quarrying, and Oil and Gas Extraction"
level = "Sector"
employment = 3420
lq = 32.21

[[industries.concentrated]]
naics = "31-33"
slug = "31-33"
title = "Manufacturing"
level = "Sector"
employment = 19280
lq = 8.16

[[industries.concentrated]]
naics = "332710"
slug = "332710"
title = "Machine Shops"
level = "National industry"
employment = 170
lq = 3.53

[[industries.concentrated]]
naics = "42"
slug = "42"
title = "Wholesale Trade"
level = "Sector"
employment = 2390
lq = 2.14

[[industries.concentrated]]
naics = "11"
slug = "11"
title = "Agriculture, Forestry, Fishing and Hunting"
level = "Sector"
employment = 160
lq = 2.04

[[industries.concentrated]]
naics = "561320"
slug = "561320"
title = "Temporary Help Services"
level = "National industry"
employment = 430
lq = 0.88

[[industries.concentrated]]
naics = "23"
slug = "23"
title = "Construction"
level = "Sector"
employment = 1230
lq = 0.82

[[industries.concentrated]]
naics = "56"
slug = "56"
title = "Administrative and Support and Waste Management and Remediation Services"
level = "Sector"
employment = 820
lq = 0.49

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

[aiOutlook.index]
value = 14
percentile = 10
band = "Low"
version = "ai-exposure-index-v1"
componentCount = 3

[[aiOutlook.index.components]]
percentile = 16
source = "felten_aioe"

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

[[aiOutlook.index.components]]
percentile = 11
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 = 0.10810810810810811
beta = 0.10810810810810811
gamma = 0.10810810810810811

[aiOutlook.bls]
growthPercent = -2.5
growthPercentile = 18
direction = "Declining"
annualOpeningsThousands = 2.7
annualOpeningsPercentile = 35
employment2024Thousands = 28.7
employment2034Thousands = 27.9

[[aiOutlook.exposure]]
source = "felten_aioe"
label = "Overall AI exposure (Felten et al.)"
value = -1.043476
percentile = 16
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 = 0.10810810810810811
percentile = 15
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 = 0.05069057254181715
percentile = 11
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 = "Record data from operations, testing, and production on specified forms."
usagePercent = 0.002156863550649319
importance = 3.77

[[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 = 21
skills = 34
capabilities = 119
tools = 5
relatedRoles = 20

[source]
dataset = "gold.onet_role_starter_surface"
version = "30.3"
generatedAt = "2026-06-02T21:00:32.945303+00:00"
contentHash = "25b8b1d8e43dee70"

[[tasks]]
text = "Observe operation of equipment to ensure continuity of flow, safety, and efficient operation, and to detect malfunctions."
type = "Core"
iwa = "4.A.1.a.2.a"

[[tasks]]
text = "Clean, adjust, and maintain equipment, using hand tools."
type = "Core"
iwa = "4.A.3.a.1.c"

[[tasks]]
text = "Tend accessory equipment, such as pumps and conveyors, to move materials or ingredients through production processes."
type = "Core"
iwa = "4.A.3.a.3.b"

[[tasks]]
text = "Move controls to start, stop, or adjust machinery and equipment that crushes, grinds, polishes, or blends materials."
type = "Core"
iwa = "4.A.3.a.3.l"

[[tasks]]
text = "Notify supervisors of needed repairs."
type = "Core"
iwa = "4.A.4.a.2.g"

[[tasks]]
text = "Weigh or measure materials, ingredients, or products at specified intervals to ensure conformance to requirements."
type = "Core"
iwa = "4.A.1.b.3.a"

[[tasks]]
text = "Test samples of materials or products to ensure compliance with specifications, using test equipment."
type = "Supplemental"
iwa = "4.A.1.b.2.c"

[[tasks]]
text = "Mark bins as to types of mixtures stored."
type = "Supplemental"
iwa = "4.A.1.b.1.a"

[[tasks]]
text = "Transfer materials, supplies, and products between work areas, using moving equipment and hand tools."
type = "Supplemental"
iwa = "4.A.3.a.1.j"

[[tasks]]
text = "Add or mix chemicals and ingredients for processing, using hand tools or other devices."
type = "Supplemental"
iwa = "4.A.3.a.1.a"

[[tasks]]
text = "Record data from operations, testing, and production on specified forms."
type = "Core"
iwa = "4.A.3.b.6.h"

[[tasks]]
text = "Collect samples of materials or products for laboratory testing."
type = "Supplemental"
iwa = "4.A.3.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 = "Monitor equipment operation to ensure proper functioning."
iwa = "4.A.1.a.2.a"

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

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

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

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

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

[[activities]]
name = "Evaluate quality of materials or products."
iwa = "4.A.2.a.1.e"

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

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

[[activities]]
name = "Clear equipment jams."
iwa = "4.A.3.b.5.a"

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

[[activities]]
name = "Operate pumping systems or equipment."
iwa = "4.A.3.a.3.b"

[[activities]]
name = "Collect samples of materials or products for testing."
iwa = "4.A.3.a.2.b"

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

[[activities]]
name = "Adjust equipment controls to regulate flow of water, cleaning solutions, or other liquids."
iwa = "4.A.3.a.2.i"

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

[[activities]]
name = "Mix substances to create chemical solutions."
iwa = "4.A.3.a.1.a"

[[capabilities]]
name = "Operations Monitoring"
family = "transferable_skill"
value = 3.88

[[capabilities]]
name = "Operation and Control"
family = "transferable_skill"
value = 3.88

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

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

[[capabilities]]
name = "Arm-Hand Steadiness"
family = "ability"
value = 3.5

[[capabilities]]
name = "Multilimb Coordination"
family = "ability"
value = 3.5

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

[[capabilities]]
name = "Reaction Time"
family = "ability"
value = 3.5

[[capabilities]]
name = "Near Vision"
family = "ability"
value = 3.5

[[capabilities]]
name = "Administration and Management"
family = "knowledge"
value = 3.45

[[capabilities]]
name = "Production and Processing"
family = "knowledge"
value = 3.4

[[capabilities]]
name = "Problem Sensitivity"
family = "ability"
value = 3.25

[[capabilities]]
name = "English Language"
family = "knowledge"
value = 3.2

[[capabilities]]
name = "Education and Training"
family = "knowledge"
value = 3.16

[[capabilities]]
name = "Monitoring"
family = "essential_skill"
value = 3.12

[[capabilities]]
name = "Quality Control Analysis"
family = "transferable_skill"
value = 3.12

[[capabilities]]
name = "Flexibility of Closure"
family = "ability"
value = 3.12

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

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

[[capabilities]]
name = "Public Safety and Security"
family = "knowledge"
value = 3.03

[[capabilities]]
name = "Reading Comprehension"
family = "essential_skill"
value = 3

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

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

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

[[capabilities]]
name = "Judgment and Decision Making"
family = "transferable_skill"
value = 3

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

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

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

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

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

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

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

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

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

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

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

[[capabilities]]
name = "Visual Color Discrimination"
family = "ability"
value = 3

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

[[tools]]
example = "Microsoft Excel"
category = "Spreadsheet software"
hot = true
inDemand = false

[[tools]]
example = "Microsoft Office software"
category = "Office suite software"
hot = true
inDemand = false

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

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

[[tools]]
example = "Email software"
category = "Electronic mail software"
hot = false
inDemand = false

[[workContext]]
name = "Wear Common Protective or Safety Equipment such as Safety Shoes, Glasses, Gloves, Hearing Protection, Hard Hats, or Life Jackets"
value = 5

[[workContext]]
name = "Face-to-Face Discussions with Individuals and Within Teams"
value = 4.83

[[workContext]]
name = "Spend Time Using Your Hands to Handle, Control, or Feel Objects, Tools, or Controls"
value = 4.28

[[workContext]]
name = "Freedom to Make Decisions"
value = 4.07

[[workContext]]
name = "Health and Safety of Other Workers"
value = 4.04

[[workContext]]
name = "Pace Determined by Speed of Equipment"
value = 4.03

[[workContext]]
name = "Determine Tasks, Priorities and Goals"
value = 3.99

[[workContext]]
name = "Consequence of Error"
value = 3.97

[[workContext]]
name = "Spend Time Standing"
value = 3.93

[[workContext]]
name = "Exposed to Sounds, Noise Levels that are Distracting or Uncomfortable"
value = 3.77

[[workContext]]
name = "Exposed to Contaminants"
value = 3.77

[[workContext]]
name = "Time Pressure"
value = 3.72

[[workContext]]
name = "Work Outcomes and Results of Other Workers"
value = 3.7

[[workContext]]
name = "Importance of Being Exact or Accurate"
value = 3.7

[[workContext]]
name = "Wear Specialized Protective or Safety Equipment such as Breathing Apparatus, Safety Harness, Full Protection Suits, or Radiation Protection"
value = 3.65

[[workContext]]
name = "Impact of Decisions on Co-workers or Company Results"
value = 3.62

[[workContext]]
name = "Spend Time Walking or Running"
value = 3.59

[[workContext]]
name = "Work With or Contribute to a Work Group or Team"
value = 3.55

[[workContext]]
name = "Exposed to Hazardous Equipment"
value = 3.49

[[workContext]]
name = "Contact With Others"
value = 3.47

[[workContext]]
name = "Indoors, Not Environmentally Controlled"
value = 3.47

[[workContext]]
name = "Outdoors, Exposed to All Weather Conditions"
value = 3.4

[[workContext]]
name = "Exposed to Hazardous Conditions"
value = 3.38

[[workContext]]
name = "Coordinate or Lead Others in Accomplishing Work Activities"
value = 3.29

[[workContext]]
name = "Frequency of Decision Making"
value = 3.28

[[workContext]]
name = "Importance of Repeating Same Tasks"
value = 3.28

[[workContext]]
name = "Spend Time Making Repetitive Motions"
value = 3.18

[[workContext]]
name = "Exposed to Very Hot or Cold Temperatures"
value = 3.06

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

[[workContext]]
name = "Physical Proximity"
value = 2.94

[[workContext]]
name = "Exposed to High Places"
value = 2.83

[[workContext]]
name = "Outdoors, Under Cover"
value = 2.81

[[workContext]]
name = "Exposed to Cramped Work Space, Awkward Positions"
value = 2.68

[[workContext]]
name = "Degree of Automation"
value = 2.67

[[workContext]]
name = "Telephone Conversations"
value = 2.61

[[workContext]]
name = "In an Enclosed Vehicle or Operate Enclosed Equipment"
value = 2.61

[[workContext]]
name = "Indoors, Environmentally Controlled"
value = 2.57

[[workContext]]
name = "Spend Time Bending or Twisting Your Body"
value = 2.48

[[workContext]]
name = "Deal With External Customers or the Public in General"
value = 2.24

[[workContext]]
name = "Spend Time Sitting"
value = 2.24

[[personFit]]
name = "Realistic"
family = "career_interest_type"
value = 6.84

[[personFit]]
name = "Physical/Manual Labor"
family = "specific_interest_area"
value = 4.89

[[personFit]]
name = "Conventional"
family = "career_interest_type"
value = 4.59

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

[[personFit]]
name = "Mechanics/Electronics"
family = "specific_interest_area"
value = 2.9

[[personFit]]
name = "Transportation/Machine Operation"
family = "specific_interest_area"
value = 2.25

[[personFit]]
name = "Investigative"
family = "career_interest_type"
value = 2.12

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

[[personFit]]
name = "Attention to Detail"
family = "work_style"
value = 2.02

[[personFit]]
name = "Engineering"
family = "specific_interest_area"
value = 1.91

[[personFit]]
name = "Construction/Woodwork"
family = "specific_interest_area"
value = 1.83

[[personFit]]
name = "Enterprising"
family = "career_interest_type"
value = 1.41

[[personFit]]
name = "Management/Administration"
family = "specific_interest_area"
value = 1.35

[[personFit]]
name = "Agriculture"
family = "specific_interest_area"
value = 1.32

[[personFit]]
name = "Physical Science"
family = "specific_interest_area"
value = 1.26

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

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

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

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

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

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

[[relatedRoles]]
socCode = "51-9023.00"
slug = "role-51-9023-00"
title = "Mixing and Blending Machine Setters, Operators, and Tenders"
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 = "51-9012.00"
slug = "role-51-9012-00"
title = "Separating, Filtering, Clarifying, Precipitating, and Still Machine Setters, Operators, and Tenders"
tier = "Primary-Long"

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

[[relatedRoles]]
socCode = "51-9051.00"
slug = "role-51-9051-00"
title = "Furnace, Kiln, Oven, Drier, and Kettle 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 = -1.043476
scale = "relative exposure score"
release = "2021-plus-generative-ai-workbooks"

[[aiSignals]]
source = "felten_image_generation_aioe"
label = "Image generation occupational exposure"
score = -0.8408297
scale = "relative exposure score"
release = "2021-plus-generative-ai-workbooks"

[[aiSignals]]
source = "felten_language_modeling_aioe"
label = "Language modeling occupational exposure"
score = -1.135783
scale = "relative exposure score"
release = "2021-plus-generative-ai-workbooks"
