entityType = "role"
schemaVersion = "role.v1"
slug = "role-51-4072-00"
socCode = "51-4072.00"
title = "Molding, Coremaking, and Casting Machine Setters, Operators, and Tenders, Metal and Plastic"
summary = "Set up, operate, or tend metal or plastic molding, casting, or coremaking machines to mold or cast metal or thermoplastic parts or products."
aliases = ["Machine Operator", "Molder", "Process Technician", "Production Technician", "Core Machine Operator", "Die Cast Technician", "Diecast Machine Operator", "Mold Setter", "Mold Technician", "Aluminum Molder", "Aluminum Molding Machine Operator", "Automatic Casting Machine Operator"]
emergingTasks = []
studyPrograms = []

[preparation]
jobZone = "2"
jobZoneName = "Job Zone 1-2: Very Little to Some Preparation Needed"
education = "Usually requires a high school diploma or GED, though some occupations may not."
experience = "Some occupations may need little or no previous experience; others require several months to a year of experience. For example, landscaping and groundskeeping workers might require very little training or previous experience, while agricultural equipment operators can benefit from on-the job training."
svpRange = "(Below 6.0)"

[[preparation.educationDistribution]]
label = "High School Diploma"
percentage = 56.98

[[preparation.educationDistribution]]
label = "Less than a High School Diploma"
percentage = 30.31

[[preparation.educationDistribution]]
label = "Post-Secondary Certificate"
percentage = 11.15

[[preparation.educationDistribution]]
label = "Some College Courses"
percentage = 1.56

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

[market]
medianWage = 41230
meanWage = 44130
pct10Wage = 31990
pct25Wage = 36290
pct75Wage = 49100
pct90Wage = 60110
employment = 154820
areaTitle = "U.S."

[industries]
count = 15

[[industries.top]]
naics = "31-33"
slug = "31-33"
title = "Manufacturing"
level = "Sector"
employment = 139410
medianWage = 42790
lq = 10.88

[[industries.top]]
naics = "42"
slug = "42"
title = "Wholesale Trade"
level = "Sector"
employment = 1550
medianWage = 41020
lq = 0.26

[[industries.top]]
naics = "54"
slug = "54"
title = "Professional, Scientific, and Technical Services"
level = "Sector"
employment = 470
medianWage = 45300
lq = 0.04

[[industries.top]]
naics = "541330"
slug = "541330"
title = "Engineering Services"
level = "National industry"
employment = 440
medianWage = 45290
lq = 0.38

[[industries.top]]
naics = "332710"
slug = "332710"
title = "Machine Shops"
level = "National industry"
employment = 360
medianWage = 37540
lq = 1.38

[[industries.top]]
naics = "339910"
slug = "339910"
title = "Jewelry and Silverware Manufacturing"
level = "National industry"
employment = 230
medianWage = 39720
lq = 11.5

[[industries.top]]
naics = "55"
slug = "55"
title = "Management of Companies and Enterprises"
level = "Sector"
employment = 100
medianWage = 53000
lq = 0.04

[[industries.top]]
naics = "23"
slug = "23"
title = "Construction"
level = "Sector"
employment = 80
medianWage = 46090

[[industries.top]]
naics = "44-45"
slug = "44-45"
title = "Retail Trade"
level = "Sector"
employment = 80
medianWage = 35120

[[industries.top]]
naics = "48-49"
slug = "48-49"
title = "Transportation and Warehousing"
level = "Sector"
employment = 60
medianWage = 35610

[[industries.top]]
naics = "459110"
slug = "459110"
title = "Sporting Goods Retailers"
level = "National industry"
employment = 50
medianWage = 64930

[[industries.top]]
naics = "81"
slug = "81"
title = "Other Services (except Public Administration)"
level = "Sector"
employment = 40
medianWage = 50620

[[industries.concentrated]]
naics = "339910"
slug = "339910"
title = "Jewelry and Silverware Manufacturing"
level = "National industry"
employment = 230
lq = 11.5

[[industries.concentrated]]
naics = "31-33"
slug = "31-33"
title = "Manufacturing"
level = "Sector"
employment = 139410
lq = 10.88

[[industries.concentrated]]
naics = "332710"
slug = "332710"
title = "Machine Shops"
level = "National industry"
employment = 360
lq = 1.38

[[industries.concentrated]]
naics = "541330"
slug = "541330"
title = "Engineering Services"
level = "National industry"
employment = 440
lq = 0.38

[[industries.concentrated]]
naics = "42"
slug = "42"
title = "Wholesale Trade"
level = "Sector"
employment = 1550
lq = 0.26

[[industries.concentrated]]
naics = "54"
slug = "54"
title = "Professional, Scientific, and Technical Services"
level = "Sector"
employment = 470
lq = 0.04

[[industries.concentrated]]
naics = "55"
slug = "55"
title = "Management of Companies and Enterprises"
level = "Sector"
employment = 100
lq = 0.04

[aiOutlook]
teleworkable = false
usageTasks = []

[aiOutlook.index]
value = 17
percentile = 14
band = "Low"
version = "ai-exposure-index-v1"
componentCount = 3

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

[[aiOutlook.index.components]]
percentile = 19
source = "openai_gpts_are_gpts"

[[aiOutlook.index.components]]
percentile = 18
source = "microsoft_working_with_ai"

[aiOutlook.freyHistorical]
source = "frey"
label = "Computerization probability (Frey & Osborne, 2013)"
value = 0.95
percentile = 89
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 = 0.023255813953488372
beta = 0.08139534883720931
gamma = 0.13953488372093023

[aiOutlook.bls]
growthPercent = -3.8
growthPercentile = 14
direction = "Declining"
annualOpeningsThousands = 15.9
annualOpeningsPercentile = 74
employment2024Thousands = 154.6
employment2034Thousands = 148.8

[[aiOutlook.exposure]]
source = "felten_aioe"
label = "Overall AI exposure (Felten et al.)"
value = -1.146139
percentile = 13
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 = 0.13953488372093023
percentile = 19
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 = 0.07050282527977364
percentile = 18
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 = 29
skills = 35
capabilities = 120
tools = 10
relatedRoles = 20

[source]
dataset = "gold.onet_role_starter_surface"
version = "30.3"
generatedAt = "2026-06-02T21:00:32.945303+00:00"
contentHash = "f6b1e866f375bce3"

[[tasks]]
text = "Measure and visually inspect products for surface and dimension defects to ensure conformance to specifications, using precision measuring instruments."
type = "Core"
iwa = "4.A.1.b.2.f"

[[tasks]]
text = "Observe continuous operation of automatic machines to ensure that products meet specifications and to detect jams or malfunctions, making adjustments as necessary."
type = "Core"
iwa = "4.A.1.a.2.a"

[[tasks]]
text = "Set up, operate, or tend metal or plastic molding, casting, or coremaking machines to mold or cast metal or thermoplastic parts or products."
type = "Core"
iwa = "4.A.3.a.3.f"

[[tasks]]
text = "Turn valves and dials of machines to regulate pressure, temperature, and speed and feed rates, and to set cycle times."
type = "Core"
iwa = "4.A.3.a.2.i"

[[tasks]]
text = "Read specifications, blueprints, and work orders to determine setups, temperatures, and time settings required to mold, form, or cast plastic materials, as well as to plan production sequences."
type = "Core"
iwa = "4.A.1.a.1.b"

[[tasks]]
text = "Observe meters and gauges to verify and record temperatures, pressures, and press-cycle times."
type = "Core"
iwa = "4.A.1.a.2.a"

[[tasks]]
text = "Connect water hoses to cooling systems of dies, using hand tools."
type = "Core"
iwa = "4.A.3.a.2.ah"

[[tasks]]
text = "Cool products after processing to prevent distortion."
type = "Supplemental"
iwa = "4.A.3.b.5.a"

[[tasks]]
text = "Remove parts, such as dies, from machines after production runs are finished."
type = "Core"
iwa = "4.A.3.a.2.s"

[[tasks]]
text = "Operate hoists to position dies or patterns on foundry floors."
type = "Supplemental"
iwa = "4.A.3.a.3.h"

[[tasks]]
text = "Install dies onto machines or presses and coat dies with parting agents, according to work order specifications."
type = "Supplemental"
iwa = "4.A.3.a.2.f"

[[tasks]]
text = "Unload finished products from conveyor belts, pack them in containers, and place containers in warehouses."
type = "Supplemental"
iwa = "4.A.3.a.2.an"

[[activities]]
name = "Monitor equipment operation to ensure that products are not flawed."
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 = "Operate metal or plastic forming equipment."
iwa = "4.A.3.a.3.f"

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

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

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

[[activities]]
name = "Remove workpieces from molds."
iwa = "4.A.3.a.2.an"

[[activities]]
name = "Skim impurities from molten metal."
iwa = "4.A.3.a.2.m"

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

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

[[activities]]
name = "Apply lubricants or coolants to workpieces."
iwa = "4.A.3.b.5.a"

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

[[activities]]
name = "Apply protective or decorative finishes to workpieces or products."
iwa = "4.A.3.a.2.ag"

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

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

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

[[activities]]
name = "Apply parting agents or other solutions to molds."
iwa = "4.A.3.a.2.an"

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

[[activities]]
name = "Review blueprints or other instructions to determine operational methods or sequences."
iwa = "4.A.1.a.1.b"

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

[[activities]]
name = "Remove accessories, tools, or other parts from equipment."
iwa = "4.A.3.a.2.s"

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

[[activities]]
name = "Maintain inventories of materials, equipment, or products."
iwa = "4.A.4.c.3.a"

[[activities]]
name = "Place materials into molds."
iwa = "4.A.3.a.1.f"

[[activities]]
name = "Load items into ovens or furnaces."
iwa = "4.A.3.a.1.f"

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

[[activities]]
name = "Package products for storage or shipment."
iwa = "4.A.3.a.2.ap"

[[activities]]
name = "Connect supply lines to production equipment or tools."
iwa = "4.A.3.a.2.ah"

[[activities]]
name = "Heat material or workpieces to prepare for or complete production."
iwa = "4.A.3.a.2.m"

[[activities]]
name = "Operate cranes, hoists, or other moving or lifting equipment."
iwa = "4.A.3.a.3.h"

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

[[activities]]
name = "Smooth metal surfaces or edges."
iwa = "4.A.3.a.2.o"

[[activities]]
name = "Fill cracks, imperfections, or holes in products or workpieces."
iwa = "4.A.3.a.2.am"

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

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

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

[[activities]]
name = "Repair templates, patterns, or molds."
iwa = "4.A.3.b.4.b"

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

[[activities]]
name = "Select production input materials."
iwa = "4.A.2.b.1.j"

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

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

[[capabilities]]
name = "Production and Processing"
family = "knowledge"
value = 3.54

[[capabilities]]
name = "Mechanical"
family = "knowledge"
value = 3.48

[[capabilities]]
name = "Operations Monitoring"
family = "transferable_skill"
value = 3.38

[[capabilities]]
name = "Control Precision"
family = "ability"
value = 3.38

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

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

[[capabilities]]
name = "Near Vision"
family = "ability"
value = 3.25

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

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

[[capabilities]]
name = "Operation and Control"
family = "transferable_skill"
value = 3.12

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

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

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

[[capabilities]]
name = "Problem Sensitivity"
family = "ability"
value = 3.12

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

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

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

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

[[capabilities]]
name = "Mathematics"
family = "knowledge"
value = 3.09

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

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

[[capabilities]]
name = "Quality Control Analysis"
family = "transferable_skill"
value = 3

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

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

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

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

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

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

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

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

[[capabilities]]
name = "Social Perceptiveness"
family = "transferable_skill"
value = 2.88

[[capabilities]]
name = "Troubleshooting"
family = "transferable_skill"
value = 2.88

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

[[skills]]
name = "Industrial Control Software"
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 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

[[tools]]
example = "FANUC Robotics iRVision"
category = "Industrial control software"
hot = false
inDemand = false

[[tools]]
example = "HotFlo! Die-Shot Monitor"
category = "Analytical or scientific software"
hot = false
inDemand = false

[[tools]]
example = "Intera Systems Hawk-i"
category = "Computer aided manufacturing CAM software"
hot = false
inDemand = false

[[tools]]
example = "RobotWare DieCast"
category = "Computer aided manufacturing CAM software"
hot = false
inDemand = false

[[tools]]
example = "Visi-Trak True-Trak 20/20"
category = "Computer aided manufacturing CAM 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 = 4.98

[[workContext]]
name = "Face-to-Face Discussions with Individuals and Within Teams"
value = 4.63

[[workContext]]
name = "Spend Time Standing"
value = 4.55

[[workContext]]
name = "Exposed to Contaminants"
value = 4.51

[[workContext]]
name = "Spend Time Using Your Hands to Handle, Control, or Feel Objects, Tools, or Controls"
value = 4.33

[[workContext]]
name = "Exposed to Hazardous Equipment"
value = 4.24

[[workContext]]
name = "Exposed to Sounds, Noise Levels that are Distracting or Uncomfortable"
value = 4.22

[[workContext]]
name = "Importance of Being Exact or Accurate"
value = 4.14

[[workContext]]
name = "Time Pressure"
value = 3.96

[[workContext]]
name = "Freedom to Make Decisions"
value = 3.94

[[workContext]]
name = "Contact With Others"
value = 3.93

[[workContext]]
name = "Pace Determined by Speed of Equipment"
value = 3.93

[[workContext]]
name = "Exposed to Minor Burns, Cuts, Bites, or Stings"
value = 3.91

[[workContext]]
name = "Determine Tasks, Priorities and Goals"
value = 3.85

[[workContext]]
name = "Exposed to Very Hot or Cold Temperatures"
value = 3.82

[[workContext]]
name = "Health and Safety of Other Workers"
value = 3.73

[[workContext]]
name = "Physical Proximity"
value = 3.73

[[workContext]]
name = "Spend Time Walking or Running"
value = 3.65

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

[[workContext]]
name = "Importance of Repeating Same Tasks"
value = 3.47

[[workContext]]
name = "Spend Time Making Repetitive Motions"
value = 3.46

[[workContext]]
name = "Exposed to Hazardous Conditions"
value = 3.28

[[workContext]]
name = "Indoors, Not Environmentally Controlled"
value = 3.27

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

[[workContext]]
name = "Spend Time Bending or Twisting Your Body"
value = 3.2

[[workContext]]
name = "Level of Competition"
value = 3.16

[[workContext]]
name = "Work Outcomes and Results of Other Workers"
value = 3.15

[[workContext]]
name = "Impact of Decisions on Co-workers or Company Results"
value = 3.11

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

[[workContext]]
name = "Frequency of Decision Making"
value = 2.88

[[workContext]]
name = "Dealing With Unpleasant, Angry, or Discourteous People"
value = 2.82

[[workContext]]
name = "Indoors, Environmentally Controlled"
value = 2.81

[[workContext]]
name = "Exposed to Extremely Bright or Inadequate Lighting Conditions"
value = 2.8

[[workContext]]
name = "In an Open Vehicle or Operating Equipment"
value = 2.76

[[workContext]]
name = "Spend Time Kneeling, Crouching, Stooping, or Crawling"
value = 2.6

[[workContext]]
name = "Conflict Situations"
value = 2.57

[[workContext]]
name = "Degree of Automation"
value = 2.42

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

[[workContext]]
name = "E-Mail"
value = 2.17

[[workContext]]
name = "Spend Time Keeping or Regaining Balance"
value = 2.1

[[personFit]]
name = "Realistic"
family = "career_interest_type"
value = 6.97

[[personFit]]
name = "Conventional"
family = "career_interest_type"
value = 4.28

[[personFit]]
name = "Physical/Manual Labor"
family = "specific_interest_area"
value = 4.08

[[personFit]]
name = "Mechanics/Electronics"
family = "specific_interest_area"
value = 3.47

[[personFit]]
name = "Engineering"
family = "specific_interest_area"
value = 2.99

[[personFit]]
name = "Attention to Detail"
family = "work_style"
value = 2.37

[[personFit]]
name = "Investigative"
family = "career_interest_type"
value = 2.28

[[personFit]]
name = "Dependability"
family = "work_style"
value = 2.19

[[personFit]]
name = "Transportation/Machine Operation"
family = "specific_interest_area"
value = 2.01

[[personFit]]
name = "Cautiousness"
family = "work_style"
value = 1.86

[[personFit]]
name = "Mathematics/Statistics"
family = "specific_interest_area"
value = 1.76

[[personFit]]
name = "Construction/Woodwork"
family = "specific_interest_area"
value = 1.63

[[personFit]]
name = "Physical Science"
family = "specific_interest_area"
value = 1.58

[[personFit]]
name = "Artistic"
family = "career_interest_type"
value = 1.35

[[personFit]]
name = "Information Technology"
family = "specific_interest_area"
value = 1.24

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

[[relatedRoles]]
socCode = "51-4021.00"
slug = "role-51-4021-00"
title = "Extruding and Drawing Machine Setters, Operators, and Tenders, Metal and Plastic"
tier = "Primary-Short"

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

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

[[relatedRoles]]
socCode = "51-9041.00"
slug = "role-51-9041-00"
title = "Extruding, Forming, Pressing, and Compacting Machine Setters, Operators, and Tenders"
tier = "Primary-Short"

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

[[relatedRoles]]
socCode = "51-4022.00"
slug = "role-51-4022-00"
title = "Forging Machine Setters, Operators, and Tenders, 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 = "51-4023.00"
slug = "role-51-4023-00"
title = "Rolling Machine Setters, Operators, and Tenders, Metal and Plastic"
tier = "Primary-Long"

[[relatedRoles]]
socCode = "51-4111.00"
slug = "role-51-4111-00"
title = "Tool and Die Makers"
tier = "Primary-Long"

[[relatedRoles]]
socCode = "51-4191.00"
slug = "role-51-4191-00"
title = "Heat Treating Equipment 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 = "51-9191.00"
slug = "role-51-9191-00"
title = "Adhesive Bonding Machine Operators and Tenders"
tier = "Supplemental"

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

[[aiSignals]]
source = "frey_osborne"
label = "Computerization probability"
score = 0.95
scale = "0-1 probability"
release = "2013-baseline-2016-employment-snapshot"

[[aiSignals]]
source = "felten_aioe"
label = "AI occupational exposure"
score = -1.146139
scale = "relative exposure score"
release = "2021-plus-generative-ai-workbooks"

[[aiSignals]]
source = "felten_image_generation_aioe"
label = "Image generation occupational exposure"
score = -1.173385
scale = "relative exposure score"
release = "2021-plus-generative-ai-workbooks"

[[aiSignals]]
source = "felten_language_modeling_aioe"
label = "Language modeling occupational exposure"
score = -1.108139
scale = "relative exposure score"
release = "2021-plus-generative-ai-workbooks"
