entityType = "role"
schemaVersion = "role.v1"
slug = "role-51-4023-00"
socCode = "51-4023.00"
title = "Rolling Machine Setters, Operators, and Tenders, Metal and Plastic"
summary = "Set up, operate, or tend machines to roll steel or plastic forming bends, beads, knurls, rolls, or plate, or to flatten, temper, or reduce gauge of material."
aliases = ["Mill Operator", "Rolling Mill Operator", "Roughing Mill Operator", "Tube Mill Operator", "Breakdown Mill Operator", "Calender Operator", "Cold Mill Operator", "Machine Operator", "Temper Mill Operator", "Weld Mill Operator", "Bar Finish Operator", "Bar Roller"]
emergingTasks = []

[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 = 74.21

[[preparation.educationDistribution]]
label = "Less than a High School Diploma"
percentage = 12.57

[[preparation.educationDistribution]]
label = "Some College Courses"
percentage = 9.86

[[preparation.educationDistribution]]
label = "Post-Secondary Certificate"
percentage = 3.36

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

[market]
medianWage = 48630
meanWage = 50940
pct10Wage = 37090
pct25Wage = 41600
pct75Wage = 57730
pct90Wage = 67500
employment = 22350
areaTitle = "U.S."

[industries]
count = 7

[[industries.top]]
naics = "31-33"
slug = "31-33"
title = "Manufacturing"
level = "Sector"
employment = 20930
medianWage = 48670
lq = 11.31

[[industries.top]]
naics = "42"
slug = "42"
title = "Wholesale Trade"
level = "Sector"
employment = 880
medianWage = 49960
lq = 1.01

[[industries.top]]
naics = "56"
slug = "56"
title = "Administrative and Support and Waste Management and Remediation Services"
level = "Sector"
employment = 200
medianWage = 39240
lq = 0.15

[[industries.top]]
naics = "561320"
slug = "561320"
title = "Temporary Help Services"
level = "National industry"
employment = 200
medianWage = 39240
lq = 0.52

[[industries.top]]
naics = "21"
slug = "21"
title = "Mining, Quarrying, and Oil and Gas Extraction"
level = "Sector"
employment = 110
medianWage = 48390
lq = 1.32

[[industries.top]]
naics = "23"
slug = "23"
title = "Construction"
level = "Sector"
employment = 70
medianWage = 46910

[[industries.top]]
naics = "332710"
slug = "332710"
title = "Machine Shops"
level = "National industry"
employment = 60
medianWage = 51660

[[industries.concentrated]]
naics = "31-33"
slug = "31-33"
title = "Manufacturing"
level = "Sector"
employment = 20930
lq = 11.31

[[industries.concentrated]]
naics = "21"
slug = "21"
title = "Mining, Quarrying, and Oil and Gas Extraction"
level = "Sector"
employment = 110
lq = 1.32

[[industries.concentrated]]
naics = "42"
slug = "42"
title = "Wholesale Trade"
level = "Sector"
employment = 880
lq = 1.01

[[industries.concentrated]]
naics = "561320"
slug = "561320"
title = "Temporary Help Services"
level = "National industry"
employment = 200
lq = 0.52

[[industries.concentrated]]
naics = "56"
slug = "56"
title = "Administrative and Support and Waste Management and Remediation Services"
level = "Sector"
employment = 200
lq = 0.15

[aiOutlook]
teleworkable = false
usageTasks = []

[aiOutlook.index]
value = 25
percentile = 22
band = "Low"
version = "ai-exposure-index-v1"
componentCount = 3

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

[[aiOutlook.index.components]]
percentile = 28
source = "openai_gpts_are_gpts"

[[aiOutlook.index.components]]
percentile = 32
source = "microsoft_working_with_ai"

[aiOutlook.freyHistorical]
source = "frey"
label = "Computerization probability (Frey & Osborne, 2013)"
value = 0.83
percentile = 68
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 = 0.11764705882352941
beta = 0.1764705882352941
gamma = 0.23529411764705882

[aiOutlook.bls]
growthPercent = -8.3
growthPercentile = 7
direction = "Declining"
annualOpeningsThousands = 1.9
annualOpeningsPercentile = 26
employment2024Thousands = 22.5
employment2034Thousands = 20.6

[[aiOutlook.exposure]]
source = "felten_aioe"
label = "Overall AI exposure (Felten et al.)"
value = -1.08921
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 = 0.23529411764705882
percentile = 28
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 = 0.10775236438751681
percentile = 32
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 = 19
skills = 32
capabilities = 120
tools = 2
relatedRoles = 20

[source]
dataset = "gold.onet_role_starter_surface"
version = "30.3"
generatedAt = "2026-06-02T21:00:32.945303+00:00"
contentHash = "47e53c3ac0aeabc9"

[[tasks]]
text = "Monitor machine cycles and mill operation to detect jamming and to ensure that products conform to specifications."
type = "Core"
iwa = "4.A.1.a.2.a"

[[tasks]]
text = "Adjust and correct machine set-ups to reduce thicknesses, reshape products, and eliminate product defects."
type = "Core"
iwa = "4.A.3.a.3.f"

[[tasks]]
text = "Start operation of rolling and milling machines to flatten, temper, form, and reduce sheet metal sections and to produce steel strips."
type = "Core"
iwa = "4.A.3.a.3.f"

[[tasks]]
text = "Examine, inspect, and measure raw materials and finished products to verify conformance to specifications."
type = "Core"
iwa = "4.A.1.b.2.f"

[[tasks]]
text = "Read rolling orders, blueprints, and mill schedules to determine setup specifications, work sequences, product dimensions, and installation procedures."
type = "Core"
iwa = "4.A.1.a.1.b"

[[tasks]]
text = "Thread or feed sheets or rods through rolling mechanisms, or start and control mechanisms that automatically feed steel into rollers."
type = "Supplemental"
iwa = "4.A.3.a.2.f"

[[tasks]]
text = "Manipulate controls and observe dial indicators to monitor, adjust, and regulate speeds of machine mechanisms."
type = "Core"
iwa = "4.A.1.a.2.a"

[[tasks]]
text = "Set distance points between rolls, guides, meters, and stops, according to specifications."
type = "Core"
iwa = "4.A.3.a.2.at"

[[tasks]]
text = "Calculate draft space and roll speed for each mill stand to plan rolling sequences and specified dimensions and tempers."
type = "Core"
iwa = "4.A.2.b.1.h"

[[tasks]]
text = "Install equipment such as guides, guards, gears, cooling equipment, and rolls, using hand tools."
type = "Core"
iwa = "4.A.3.a.2.at"

[[tasks]]
text = "Select rolls, dies, roll stands, and chucks from data charts to form specified contours and to fabricate products."
type = "Supplemental"
iwa = "4.A.2.b.1.j"

[[tasks]]
text = "Position, align, and secure arbors, spindles, coils, mandrels, dies, and slitting knives."
type = "Core"
iwa = "4.A.3.a.2.f"

[[activities]]
name = "Operate metal or plastic forming equipment."
iwa = "4.A.3.a.3.f"

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

[[activities]]
name = "Inspect metal, plastic, or composite products."
iwa = "4.A.1.b.2.f"

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

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

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

[[activities]]
name = "Review blueprints or other instructions to determine operational methods or sequences."
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 = "Set equipment guides, stops, spacers, or other fixtures."
iwa = "4.A.3.a.2.at"

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

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

[[activities]]
name = "Instruct workers to use equipment or perform technical procedures."
iwa = "4.A.4.b.3.e"

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

[[activities]]
name = "Monitor instruments to ensure proper production conditions."
iwa = "4.A.1.a.2.a"

[[activities]]
name = "Adjust equipment controls to regulate coolant flow."
iwa = "4.A.3.a.2.i"

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

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

[[activities]]
name = "Signal others to coordinate work activities."
iwa = "4.A.4.b.1.b"

[[activities]]
name = "Calculate specific material, equipment, or labor requirements for production."
iwa = "4.A.2.b.1.h"

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

[[activities]]
name = "Reshape metal workpieces to established specifications."
iwa = "4.A.3.a.2.g"

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

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

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

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

[[activities]]
name = "Disassemble equipment for maintenance or repair."
iwa = "4.A.3.a.2.s"

[[capabilities]]
name = "Operations Monitoring"
family = "transferable_skill"
value = 4

[[capabilities]]
name = "Operation and Control"
family = "transferable_skill"
value = 4

[[capabilities]]
name = "Problem Sensitivity"
family = "ability"
value = 4

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

[[capabilities]]
name = "Reaction Time"
family = "ability"
value = 3.88

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

[[capabilities]]
name = "Mechanical"
family = "knowledge"
value = 3.87

[[capabilities]]
name = "Rate Control"
family = "ability"
value = 3.75

[[capabilities]]
name = "Quality Control Analysis"
family = "transferable_skill"
value = 3.62

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

[[capabilities]]
name = "Multilimb Coordination"
family = "ability"
value = 3.62

[[capabilities]]
name = "Monitoring"
family = "essential_skill"
value = 3.5

[[capabilities]]
name = "Production and Processing"
family = "knowledge"
value = 3.5

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

[[capabilities]]
name = "English Language"
family = "knowledge"
value = 3.4

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

[[capabilities]]
name = "Oral Expression"
family = "ability"
value = 3.25

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

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

[[capabilities]]
name = "Perceptual Speed"
family = "ability"
value = 3.25

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

[[capabilities]]
name = "Response Orientation"
family = "ability"
value = 3.25

[[capabilities]]
name = "Static Strength"
family = "ability"
value = 3.25

[[capabilities]]
name = "Active Listening"
family = "essential_skill"
value = 3.12

[[capabilities]]
name = "Critical Thinking"
family = "essential_skill"
value = 3.12

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

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

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

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

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

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

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

[[capabilities]]
name = "Speech Recognition"
family = "ability"
value = 3.12

[[capabilities]]
name = "Speech Clarity"
family = "ability"
value = 3.12

[[capabilities]]
name = "Education and Training"
family = "knowledge"
value = 3.11

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

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

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

[[capabilities]]
name = "Complex Problem Solving"
family = "transferable_skill"
value = 3

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

[[tools]]
example = "Web browser software"
category = "Internet browser 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 = "Work With or Contribute to a Work Group or Team"
value = 4.7

[[workContext]]
name = "Face-to-Face Discussions with Individuals and Within Teams"
value = 4.55

[[workContext]]
name = "Importance of Being Exact or Accurate"
value = 4.39

[[workContext]]
name = "Contact With Others"
value = 4.37

[[workContext]]
name = "Time Pressure"
value = 4.36

[[workContext]]
name = "Spend Time Standing"
value = 4.31

[[workContext]]
name = "Exposed to Sounds, Noise Levels that are Distracting or Uncomfortable"
value = 4.24

[[workContext]]
name = "Spend Time Using Your Hands to Handle, Control, or Feel Objects, Tools, or Controls"
value = 4.15

[[workContext]]
name = "Pace Determined by Speed of Equipment"
value = 4.12

[[workContext]]
name = "Health and Safety of Other Workers"
value = 4.11

[[workContext]]
name = "Exposed to Contaminants"
value = 4.04

[[workContext]]
name = "Frequency of Decision Making"
value = 4.03

[[workContext]]
name = "Coordinate or Lead Others in Accomplishing Work Activities"
value = 4.01

[[workContext]]
name = "Impact of Decisions on Co-workers or Company Results"
value = 3.96

[[workContext]]
name = "Exposed to Hazardous Equipment"
value = 3.85

[[workContext]]
name = "Spend Time Walking or Running"
value = 3.78

[[workContext]]
name = "Determine Tasks, Priorities and Goals"
value = 3.76

[[workContext]]
name = "Spend Time Making Repetitive Motions"
value = 3.75

[[workContext]]
name = "Importance of Repeating Same Tasks"
value = 3.7

[[workContext]]
name = "Exposed to Minor Burns, Cuts, Bites, or Stings"
value = 3.67

[[workContext]]
name = "Work Outcomes and Results of Other Workers"
value = 3.63

[[workContext]]
name = "Indoors, Not Environmentally Controlled"
value = 3.6

[[workContext]]
name = "Freedom to Make Decisions"
value = 3.55

[[workContext]]
name = "Spend Time Bending or Twisting Your Body"
value = 3.42

[[workContext]]
name = "Physical Proximity"
value = 3.34

[[workContext]]
name = "Consequence of Error"
value = 3.24

[[workContext]]
name = "Deal With External Customers or the Public in General"
value = 3.18

[[workContext]]
name = "Indoors, Environmentally Controlled"
value = 3.15

[[workContext]]
name = "Exposed to Very Hot or Cold Temperatures"
value = 2.96

[[workContext]]
name = "Level of Competition"
value = 2.89

[[workContext]]
name = "Exposed to Hazardous Conditions"
value = 2.84

[[workContext]]
name = "Written Letters and Memos"
value = 2.75

[[workContext]]
name = "Degree of Automation"
value = 2.68

[[workContext]]
name = "Telephone Conversations"
value = 2.53

[[workContext]]
name = "Exposed to Extremely Bright or Inadequate Lighting Conditions"
value = 2.45

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

[[workContext]]
name = "In an Open Vehicle or Operating Equipment"
value = 2.29

[[workContext]]
name = "Conflict Situations"
value = 2.24

[[workContext]]
name = "Dealing With Unpleasant, Angry, or Discourteous People"
value = 2.16

[[personFit]]
name = "Realistic"
family = "career_interest_type"
value = 6.76

[[personFit]]
name = "Physical/Manual Labor"
family = "specific_interest_area"
value = 4.04

[[personFit]]
name = "Conventional"
family = "career_interest_type"
value = 3.96

[[personFit]]
name = "Mechanics/Electronics"
family = "specific_interest_area"
value = 3.84

[[personFit]]
name = "Engineering"
family = "specific_interest_area"
value = 2.98

[[personFit]]
name = "Dependability"
family = "work_style"
value = 2.39

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

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

[[personFit]]
name = "Cautiousness"
family = "work_style"
value = 1.96

[[personFit]]
name = "Investigative"
family = "career_interest_type"
value = 1.67

[[personFit]]
name = "Mathematics/Statistics"
family = "specific_interest_area"
value = 1.67

[[personFit]]
name = "Management/Administration"
family = "specific_interest_area"
value = 1.41

[[personFit]]
name = "Teaching/Education"
family = "specific_interest_area"
value = 1.31

[[personFit]]
name = "Accounting"
family = "specific_interest_area"
value = 1.27

[[personFit]]
name = "Construction/Woodwork"
family = "specific_interest_area"
value = 1.25

[[personFit]]
name = "Physical Science"
family = "specific_interest_area"
value = 1.24

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

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

[[relatedRoles]]
socCode = "51-4033.00"
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 = "51-4035.00"
slug = "role-51-4035-00"
title = "Milling and Planing Machine Setters, Operators, and Tenders, Metal and Plastic"
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 = "51-9022.00"
slug = "role-51-9022-00"
title = "Grinding and Polishing Workers, Hand"
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 = "51-4034.00"
slug = "role-51-4034-00"
title = "Lathe and Turning Machine Tool Setters, Operators, and Tenders, Metal and Plastic"
tier = "Primary-Long"

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

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

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

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

[[studyPrograms]]
title = "Precision Production"
slug = "precision-production"

[[aiSignals]]
source = "frey_osborne"
label = "Computerization probability"
score = 0.83
scale = "0-1 probability"
release = "2013-baseline-2016-employment-snapshot"

[[aiSignals]]
source = "felten_aioe"
label = "AI occupational exposure"
score = -1.08921
scale = "relative exposure score"
release = "2021-plus-generative-ai-workbooks"

[[aiSignals]]
source = "felten_image_generation_aioe"
label = "Image generation occupational exposure"
score = -0.901472
scale = "relative exposure score"
release = "2021-plus-generative-ai-workbooks"

[[aiSignals]]
source = "felten_language_modeling_aioe"
label = "Language modeling occupational exposure"
score = -1.186053
scale = "relative exposure score"
release = "2021-plus-generative-ai-workbooks"
