entityType = "role"
schemaVersion = "role.v1"
slug = "role-51-7042-00"
socCode = "51-7042.00"
title = "Woodworking Machine Setters, Operators, and Tenders, Except Sawing"
summary = "Set up, operate, or tend woodworking machines, such as drill presses, lathes, shapers, routers, sanders, planers, and wood nailing machines. May operate computer numerically controlled (CNC) equipment."
aliases = ["Cabinet Maker", "Machine Operator", "Sander", "Sander Operator", "Boring Machine Operator", "Knot Saw Operator", "Lathe Operator", "Molder Operator", "Router Operator", "Adzing and Boring Machine Operator", "Artificial Log Machine Operator", "Automatic Clipper"]
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 = 73.06

[[preparation.educationDistribution]]
label = "Less than a High School Diploma"
percentage = 20.67

[[preparation.educationDistribution]]
label = "Post-Secondary Certificate"
percentage = 4.55

[[preparation.educationDistribution]]
label = "Bachelor's Degree"
percentage = 1.72

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

[market]
medianWage = 40440
meanWage = 42290
pct10Wage = 30920
pct25Wage = 36260
pct75Wage = 47650
pct90Wage = 54340
employment = 63350
areaTitle = "U.S."

[industries]
count = 8

[[industries.top]]
naics = "31-33"
slug = "31-33"
title = "Manufacturing"
level = "Sector"
employment = 57540
medianWage = 40830
lq = 10.97

[[industries.top]]
naics = "42"
slug = "42"
title = "Wholesale Trade"
level = "Sector"
employment = 3020
medianWage = 40190
lq = 1.22

[[industries.top]]
naics = "44-45"
slug = "44-45"
title = "Retail Trade"
level = "Sector"
employment = 430
medianWage = 47140
lq = 0.07

[[industries.top]]
naics = "23"
slug = "23"
title = "Construction"
level = "Sector"
employment = 310
medianWage = 60060
lq = 0.09

[[industries.top]]
naics = "62"
slug = "62"
title = "Health Care and Social Assistance"
level = "Sector"
employment = 70
medianWage = 33810

[[industries.top]]
naics = "48-49"
slug = "48-49"
title = "Transportation and Warehousing"
level = "Sector"
employment = 60
medianWage = 50190

[[industries.top]]
naics = "56"
slug = "56"
title = "Administrative and Support and Waste Management and Remediation Services"
level = "Sector"
medianWage = 35480

[[industries.top]]
naics = "561320"
slug = "561320"
title = "Temporary Help Services"
level = "National industry"
medianWage = 34830

[[industries.concentrated]]
naics = "31-33"
slug = "31-33"
title = "Manufacturing"
level = "Sector"
employment = 57540
lq = 10.97

[[industries.concentrated]]
naics = "42"
slug = "42"
title = "Wholesale Trade"
level = "Sector"
employment = 3020
lq = 1.22

[[industries.concentrated]]
naics = "23"
slug = "23"
title = "Construction"
level = "Sector"
employment = 310
lq = 0.09

[[industries.concentrated]]
naics = "44-45"
slug = "44-45"
title = "Retail Trade"
level = "Sector"
employment = 430
lq = 0.07

[aiOutlook]
teleworkable = false
usageTasks = []

[aiOutlook.index]
value = 23
percentile = 21
band = "Low"
version = "ai-exposure-index-v1"
componentCount = 3

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

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

[[aiOutlook.index.components]]
percentile = 42
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 = 0.021739130434782608
beta = 0.06521739130434782
gamma = 0.10869565217391304

[aiOutlook.bls]
growthPercent = -1.8
growthPercentile = 19
direction = "Declining"
annualOpeningsThousands = 6.4
annualOpeningsPercentile = 54
employment2024Thousands = 63.1
employment2034Thousands = 61.9

[[aiOutlook.exposure]]
source = "felten_aioe"
label = "Overall AI exposure (Felten et al.)"
value = -1.130357
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 = 0.10869565217391304
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 = 0.1263206960311226
percentile = 42
band = "Moderate"
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 = 25
skills = 42
capabilities = 120
tools = 23
relatedRoles = 20

[source]
dataset = "gold.onet_role_starter_surface"
version = "30.3"
generatedAt = "2026-06-02T21:00:32.945303+00:00"
contentHash = "6f44a0e852da352f"

[[tasks]]
text = "Set up, program, operate, or tend computerized or manual woodworking machines, such as drill presses, lathes, shapers, routers, sanders, planers, or wood-nailing machines."
type = "Core"
iwa = "4.A.3.a.3.l"

[[tasks]]
text = "Examine finished workpieces for smoothness, shape, angle, depth-of-cut, or conformity to specifications and verify dimensions, visually and using hands, rules, calipers, templates, or gauges."
type = "Core"
iwa = "4.A.1.b.3.a"

[[tasks]]
text = "Start machines, adjust controls, and make trial cuts to ensure that machinery is operating properly."
type = "Core"
iwa = "4.A.1.b.2.l"

[[tasks]]
text = "Monitor operation of machines and make adjustments to correct problems and ensure conformance to specifications."
type = "Core"
iwa = "4.A.1.a.2.a"

[[tasks]]
text = "Examine raw woodstock for defects and to ensure conformity to size and other specification standards."
type = "Core"
iwa = "4.A.1.b.2.j"

[[tasks]]
text = "Adjust machine tables or cutting devices and set controls on machines to produce specified cuts or operations."
type = "Core"
iwa = "4.A.3.a.2.i"

[[tasks]]
text = "Install and adjust blades, cutterheads, boring-bits, or sanding-belts, using hand tools and rules."
type = "Core"
iwa = "4.A.3.a.2.f"

[[tasks]]
text = "Change alignment and adjustment of sanding, cutting, or boring machine guides to prevent defects in finished products, using hand tools."
type = "Core"
iwa = "4.A.3.a.2.i"

[[tasks]]
text = "Determine product specifications and materials, work methods, and machine setup requirements, according to blueprints, oral or written instructions, drawings, or work orders."
type = "Core"
iwa = "4.A.2.b.1.d"

[[tasks]]
text = "Feed stock through feed mechanisms or conveyors into planing, shaping, boring, mortising, or sanding machines to produce desired components."
type = "Core"
iwa = "4.A.3.a.2.f"

[[tasks]]
text = "Select knives, saws, blades, cutter heads, cams, bits, or belts, according to workpiece, machine functions, or product specifications."
type = "Core"
iwa = "4.A.2.b.1.j"

[[tasks]]
text = "Push or hold workpieces against, under, or through cutting, boring, or shaping mechanisms."
type = "Core"
iwa = "4.A.3.a.2.f"

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

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

[[activities]]
name = "Determine production equipment settings."
iwa = "4.A.2.b.1.d"

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

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

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

[[activities]]
name = "Monitor equipment operation to ensure that products are not flawed."
iwa = "4.A.1.a.2.a"

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

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

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

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

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

[[activities]]
name = "Maneuver workpieces in equipment during production."
iwa = "4.A.3.a.2.f"

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

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

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

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

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

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

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

[[activities]]
name = "Inspect lumber or raw woodstock."
iwa = "4.A.1.b.2.j"

[[activities]]
name = "Program equipment to perform production tasks."
iwa = "4.A.3.b.1.a"

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

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

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

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

[[capabilities]]
name = "Operations Monitoring"
family = "transferable_skill"
value = 3.62

[[capabilities]]
name = "Reaction Time"
family = "ability"
value = 3.62

[[capabilities]]
name = "Near Vision"
family = "ability"
value = 3.62

[[capabilities]]
name = "Operation and Control"
family = "transferable_skill"
value = 3.5

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

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

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

[[capabilities]]
name = "Mechanical"
family = "knowledge"
value = 3.26

[[capabilities]]
name = "Quality Control Analysis"
family = "transferable_skill"
value = 3.25

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

[[capabilities]]
name = "Multilimb Coordination"
family = "ability"
value = 3.25

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

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

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

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

[[capabilities]]
name = "Visualization"
family = "ability"
value = 3.12

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

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

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

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

[[capabilities]]
name = "Information Ordering"
family = "ability"
value = 3

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

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

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

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

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

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

[[capabilities]]
name = "Production and Processing"
family = "knowledge"
value = 2.95

[[capabilities]]
name = "Mathematics"
family = "knowledge"
value = 2.92

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

[[capabilities]]
name = "Equipment Selection"
family = "transferable_skill"
value = 2.88

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

[[capabilities]]
name = "Judgment and Decision Making"
family = "transferable_skill"
value = 2.88

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

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

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

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

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

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

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

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

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

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

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

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

[[skills]]
name = "Adobe Photoshop"
type = "Specialized Skill"

[[skills]]
name = "Adobe InDesign"
type = "Specialized Skill"

[[skills]]
name = "Adobe Illustrator"
type = "Specialized Skill"

[[skills]]
name = "Adobe Acrobat"
type = "Specialized Skill"

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

[[tools]]
example = "Adobe Acrobat"
category = "Document management software"
hot = true
inDemand = false

[[tools]]
example = "Adobe Creative Cloud software"
category = "Graphics or photo imaging software"
hot = true
inDemand = false

[[tools]]
example = "Adobe Illustrator"
category = "Graphics or photo imaging software"
hot = true
inDemand = false

[[tools]]
example = "Adobe InDesign"
category = "Desktop publishing software"
hot = true
inDemand = false

[[tools]]
example = "Adobe Photoshop"
category = "Graphics or photo imaging software"
hot = true
inDemand = false

[[tools]]
example = "Apple macOS"
category = "Operating system software"
hot = true
inDemand = false

[[tools]]
example = "Autodesk AutoCAD"
category = "Computer aided design CAD software"
hot = true
inDemand = false

[[tools]]
example = "Dassault Systemes SolidWorks"
category = "Computer aided manufacturing CAM software"
hot = true
inDemand = false

[[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 PowerPoint"
category = "Presentation software"
hot = true
inDemand = false

[[tools]]
example = "Microsoft Windows"
category = "Operating system software"
hot = true
inDemand = false

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

[[tools]]
example = "Oracle Java"
category = "Object or component oriented development software"
hot = true
inDemand = false

[[tools]]
example = "AS/400 Database"
category = "Data base user interface and query software"
hot = false
inDemand = false

[[tools]]
example = "Computer aided design and drafting CADD software"
category = "Computer aided design CAD software"
hot = false
inDemand = false

[[tools]]
example = "Computerized numerical control CNC software"
category = "Industrial control software"
hot = false
inDemand = false

[[tools]]
example = "Dassault Systemes CATIA"
category = "Computer aided design CAD software"
hot = false
inDemand = false

[[tools]]
example = "Inventory control software"
category = "Inventory management software"
hot = false
inDemand = false

[[tools]]
example = "Timekeeping software"
category = "Time accounting software"
hot = false
inDemand = false

[[tools]]
example = "Vero Software ALPHACAM"
category = "Computer aided design CAD software"
hot = false
inDemand = false

[[tools]]
example = "YouTube"
category = "Video creation and editing software"
hot = false
inDemand = false

[[workContext]]
name = "Exposed to Contaminants"
value = 4.99

[[workContext]]
name = "Face-to-Face Discussions with Individuals and Within Teams"
value = 4.85

[[workContext]]
name = "Spend Time Using Your Hands to Handle, Control, or Feel Objects, Tools, or Controls"
value = 4.81

[[workContext]]
name = "Exposed to Sounds, Noise Levels that are Distracting or Uncomfortable"
value = 4.78

[[workContext]]
name = "Spend Time Standing"
value = 4.74

[[workContext]]
name = "Indoors, Not Environmentally Controlled"
value = 4.68

[[workContext]]
name = "Exposed to Hazardous Equipment"
value = 4.54

[[workContext]]
name = "Importance of Being Exact or Accurate"
value = 4.4

[[workContext]]
name = "Spend Time Making Repetitive Motions"
value = 4.34

[[workContext]]
name = "Wear Common Protective or Safety Equipment such as Safety Shoes, Glasses, Gloves, Hearing Protection, Hard Hats, or Life Jackets"
value = 4.32

[[workContext]]
name = "Work With or Contribute to a Work Group or Team"
value = 4.19

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

[[workContext]]
name = "Spend Time Bending or Twisting Your Body"
value = 3.83

[[workContext]]
name = "Freedom to Make Decisions"
value = 3.75

[[workContext]]
name = "Determine Tasks, Priorities and Goals"
value = 3.7

[[workContext]]
name = "Importance of Repeating Same Tasks"
value = 3.68

[[workContext]]
name = "Contact With Others"
value = 3.64

[[workContext]]
name = "Frequency of Decision Making"
value = 3.58

[[workContext]]
name = "Exposed to Very Hot or Cold Temperatures"
value = 3.51

[[workContext]]
name = "Work Outcomes and Results of Other Workers"
value = 3.41

[[workContext]]
name = "Impact of Decisions on Co-workers or Company Results"
value = 3.38

[[workContext]]
name = "Exposed to Minor Burns, Cuts, Bites, or Stings"
value = 3.34

[[workContext]]
name = "Health and Safety of Other Workers"
value = 3.32

[[workContext]]
name = "Spend Time Walking or Running"
value = 3.3

[[workContext]]
name = "Coordinate or Lead Others in Accomplishing Work Activities"
value = 3.18

[[workContext]]
name = "Pace Determined by Speed of Equipment"
value = 3.17

[[workContext]]
name = "Physical Proximity"
value = 3.05

[[workContext]]
name = "Exposed to Cramped Work Space, Awkward Positions"
value = 2.99

[[workContext]]
name = "Consequence of Error"
value = 2.8

[[workContext]]
name = "Dealing With Unpleasant, Angry, or Discourteous People"
value = 2.76

[[workContext]]
name = "Exposed to Hazardous Conditions"
value = 2.69

[[workContext]]
name = "Level of Competition"
value = 2.64

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

[[workContext]]
name = "Conflict Situations"
value = 2.58

[[workContext]]
name = "Spend Time Kneeling, Crouching, Stooping, or Crawling"
value = 2.57

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

[[workContext]]
name = "Deal With External Customers or the Public in General"
value = 2.28

[[workContext]]
name = "Degree of Automation"
value = 2.13

[[workContext]]
name = "Wear Specialized Protective or Safety Equipment such as Breathing Apparatus, Safety Harness, Full Protection Suits, or Radiation Protection"
value = 1.99

[[workContext]]
name = "Written Letters and Memos"
value = 1.92

[[personFit]]
name = "Realistic"
family = "career_interest_type"
value = 7

[[personFit]]
name = "Construction/Woodwork"
family = "specific_interest_area"
value = 6.66

[[personFit]]
name = "Physical/Manual Labor"
family = "specific_interest_area"
value = 5.11

[[personFit]]
name = "Conventional"
family = "career_interest_type"
value = 4.14

[[personFit]]
name = "Mechanics/Electronics"
family = "specific_interest_area"
value = 2.72

[[personFit]]
name = "Attention to Detail"
family = "work_style"
value = 2.53

[[personFit]]
name = "Investigative"
family = "career_interest_type"
value = 2.38

[[personFit]]
name = "Engineering"
family = "specific_interest_area"
value = 2.2

[[personFit]]
name = "Transportation/Machine Operation"
family = "specific_interest_area"
value = 2.18

[[personFit]]
name = "Dependability"
family = "work_style"
value = 2.16

[[personFit]]
name = "Cautiousness"
family = "work_style"
value = 1.89

[[personFit]]
name = "Applied Arts and Design"
family = "specific_interest_area"
value = 1.7

[[personFit]]
name = "Information Technology"
family = "specific_interest_area"
value = 1.59

[[personFit]]
name = "Visual Arts"
family = "specific_interest_area"
value = 1.5

[[personFit]]
name = "Mathematics/Statistics"
family = "specific_interest_area"
value = 1.31

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

[[relatedRoles]]
socCode = "51-7041.00"
slug = "role-51-7041-00"
title = "Sawing Machine Setters, Operators, and Tenders, Wood"
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 = "51-4033.00"
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 = "51-4034.00"
slug = "role-51-4034-00"
title = "Lathe and Turning Machine Tool Setters, Operators, and Tenders, Metal and Plastic"
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-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 = "51-6062.00"
slug = "role-51-6062-00"
title = "Textile Cutting 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 = "51-4022.00"
slug = "role-51-4022-00"
title = "Forging Machine 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 = "51-4194.00"
slug = "role-51-4194-00"
title = "Tool Grinders, Filers, and Sharpeners"
tier = "Supplemental"

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

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

[[aiSignals]]
source = "frey_osborne"
label = "Computerization probability"
score = 0.97
scale = "0-1 probability"
release = "2013-baseline-2016-employment-snapshot"

[[aiSignals]]
source = "felten_aioe"
label = "AI occupational exposure"
score = -1.130357
scale = "relative exposure score"
release = "2021-plus-generative-ai-workbooks"

[[aiSignals]]
source = "felten_image_generation_aioe"
label = "Image generation occupational exposure"
score = -0.9519568
scale = "relative exposure score"
release = "2021-plus-generative-ai-workbooks"

[[aiSignals]]
source = "felten_language_modeling_aioe"
label = "Language modeling occupational exposure"
score = -1.203906
scale = "relative exposure score"
release = "2021-plus-generative-ai-workbooks"
