{
  "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"
  ],
  "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"
    },
    {
      "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"
    },
    {
      "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"
    },
    {
      "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"
    },
    {
      "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"
    },
    {
      "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"
    },
    {
      "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"
    },
    {
      "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"
    },
    {
      "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"
    },
    {
      "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"
    },
    {
      "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"
    },
    {
      "text": "Push or hold workpieces against, under, or through cutting, boring, or shaping mechanisms.",
      "type": "Core",
      "iwa": "4.A.3.a.2.f"
    }
  ],
  "emergingTasks": [],
  "activities": [
    {
      "name": "Conduct test runs of production equipment.",
      "iwa": "4.A.1.b.2.l"
    },
    {
      "name": "Operate woodworking equipment.",
      "iwa": "4.A.3.a.3.l"
    },
    {
      "name": "Determine production equipment settings.",
      "iwa": "4.A.2.b.1.d"
    },
    {
      "name": "Select production input materials.",
      "iwa": "4.A.2.b.1.j"
    },
    {
      "name": "Feed materials or products into or through equipment.",
      "iwa": "4.A.3.a.2.f"
    },
    {
      "name": "Set equipment controls to meet cutting specifications.",
      "iwa": "4.A.3.a.2.i"
    },
    {
      "name": "Monitor equipment operation to ensure that products are not flawed.",
      "iwa": "4.A.1.a.2.a"
    },
    {
      "name": "Select production equipment according to product specifications.",
      "iwa": "4.A.2.b.1.j"
    },
    {
      "name": "Measure dimensions of completed products or workpieces to verify conformance to specifications.",
      "iwa": "4.A.1.b.3.a"
    },
    {
      "name": "Mount attachments or tools onto production equipment.",
      "iwa": "4.A.3.a.2.f"
    },
    {
      "name": "Mark products, workpieces, or equipment with identifying information.",
      "iwa": "4.A.1.b.1.a"
    },
    {
      "name": "Stack finished items for further processing or shipment.",
      "iwa": "4.A.3.a.1.f"
    },
    {
      "name": "Maneuver workpieces in equipment during production.",
      "iwa": "4.A.3.a.2.f"
    },
    {
      "name": "Inspect production equipment.",
      "iwa": "4.A.1.b.2.g"
    },
    {
      "name": "Remove accessories, tools, or other parts from equipment.",
      "iwa": "4.A.3.a.2.s"
    },
    {
      "name": "Replace worn equipment components.",
      "iwa": "4.A.3.b.4.c"
    },
    {
      "name": "Load materials into production equipment.",
      "iwa": "4.A.3.a.1.f"
    },
    {
      "name": "Mount materials or workpieces onto production equipment.",
      "iwa": "4.A.3.a.2.f"
    },
    {
      "name": "Clean work areas.",
      "iwa": "4.A.3.a.1.c"
    },
    {
      "name": "Clean production equipment.",
      "iwa": "4.A.3.a.1.c"
    },
    {
      "name": "Maintain production or processing equipment.",
      "iwa": "4.A.3.b.5.a"
    },
    {
      "name": "Set equipment guides, stops, spacers, or other fixtures.",
      "iwa": "4.A.3.a.2.at"
    },
    {
      "name": "Inspect lumber or raw woodstock.",
      "iwa": "4.A.1.b.2.j"
    },
    {
      "name": "Program equipment to perform production tasks.",
      "iwa": "4.A.3.b.1.a"
    },
    {
      "name": "Trim excess material from workpieces.",
      "iwa": "4.A.3.a.2.l"
    },
    {
      "name": "Remove products or workpieces from production equipment.",
      "iwa": "4.A.3.a.2.an"
    },
    {
      "name": "Operate cranes, hoists, or other moving or lifting equipment.",
      "iwa": "4.A.3.a.3.h"
    },
    {
      "name": "Lubricate production equipment.",
      "iwa": "4.A.3.b.5.a"
    }
  ],
  "capabilities": [
    {
      "name": "Operations Monitoring",
      "family": "transferable_skill",
      "value": 3.62
    },
    {
      "name": "Reaction Time",
      "family": "ability",
      "value": 3.62
    },
    {
      "name": "Near Vision",
      "family": "ability",
      "value": 3.62
    },
    {
      "name": "Operation and Control",
      "family": "transferable_skill",
      "value": 3.5
    },
    {
      "name": "Manual Dexterity",
      "family": "ability",
      "value": 3.5
    },
    {
      "name": "Control Precision",
      "family": "ability",
      "value": 3.5
    },
    {
      "name": "Oral Comprehension",
      "family": "ability",
      "value": 3.38
    },
    {
      "name": "Mechanical",
      "family": "knowledge",
      "value": 3.26
    },
    {
      "name": "Quality Control Analysis",
      "family": "transferable_skill",
      "value": 3.25
    },
    {
      "name": "Problem Sensitivity",
      "family": "ability",
      "value": 3.25
    },
    {
      "name": "Multilimb Coordination",
      "family": "ability",
      "value": 3.25
    },
    {
      "name": "Static Strength",
      "family": "ability",
      "value": 3.25
    },
    {
      "name": "Trunk Strength",
      "family": "ability",
      "value": 3.25
    },
    {
      "name": "Monitoring",
      "family": "essential_skill",
      "value": 3.12
    },
    {
      "name": "Perceptual Speed",
      "family": "ability",
      "value": 3.12
    },
    {
      "name": "Visualization",
      "family": "ability",
      "value": 3.12
    },
    {
      "name": "Selective Attention",
      "family": "ability",
      "value": 3.12
    },
    {
      "name": "Arm-Hand Steadiness",
      "family": "ability",
      "value": 3.12
    },
    {
      "name": "Finger Dexterity",
      "family": "ability",
      "value": 3.12
    },
    {
      "name": "Far Vision",
      "family": "ability",
      "value": 3.12
    },
    {
      "name": "Auditory Attention",
      "family": "ability",
      "value": 3.12
    },
    {
      "name": "Speaking",
      "family": "essential_skill",
      "value": 3
    },
    {
      "name": "Critical Thinking",
      "family": "essential_skill",
      "value": 3
    },
    {
      "name": "Equipment Maintenance",
      "family": "transferable_skill",
      "value": 3
    },
    {
      "name": "Troubleshooting",
      "family": "transferable_skill",
      "value": 3
    },
    {
      "name": "Oral Expression",
      "family": "ability",
      "value": 3
    },
    {
      "name": "Deductive Reasoning",
      "family": "ability",
      "value": 3
    },
    {
      "name": "Information Ordering",
      "family": "ability",
      "value": 3
    },
    {
      "name": "Category Flexibility",
      "family": "ability",
      "value": 3
    },
    {
      "name": "Flexibility of Closure",
      "family": "ability",
      "value": 3
    },
    {
      "name": "Rate Control",
      "family": "ability",
      "value": 3
    },
    {
      "name": "Dynamic Strength",
      "family": "ability",
      "value": 3
    },
    {
      "name": "Extent Flexibility",
      "family": "ability",
      "value": 3
    },
    {
      "name": "Speech Recognition",
      "family": "ability",
      "value": 3
    },
    {
      "name": "Production and Processing",
      "family": "knowledge",
      "value": 2.95
    },
    {
      "name": "Mathematics",
      "family": "knowledge",
      "value": 2.92
    },
    {
      "name": "Active Listening",
      "family": "essential_skill",
      "value": 2.88
    },
    {
      "name": "Equipment Selection",
      "family": "transferable_skill",
      "value": 2.88
    },
    {
      "name": "Repairing",
      "family": "transferable_skill",
      "value": 2.88
    },
    {
      "name": "Judgment and Decision Making",
      "family": "transferable_skill",
      "value": 2.88
    }
  ],
  "skills": [
    {
      "name": "Visualization",
      "type": "Specialized Skill"
    },
    {
      "name": "Finger Dexterity",
      "type": "Common Skill"
    },
    {
      "name": "Speech Recognition",
      "type": "Specialized Skill"
    },
    {
      "name": "Microsoft Word",
      "type": "Common Skill"
    },
    {
      "name": "Microsoft Windows",
      "type": "Common Skill"
    },
    {
      "name": "Microsoft PowerPoint",
      "type": "Common Skill"
    },
    {
      "name": "Microsoft Outlook",
      "type": "Common Skill"
    },
    {
      "name": "Microsoft Excel",
      "type": "Common Skill"
    },
    {
      "name": "Information Ordering",
      "type": "Specialized Skill"
    },
    {
      "name": "Equipment Maintenance",
      "type": "Specialized Skill"
    },
    {
      "name": "Deductive Reasoning",
      "type": "Common Skill"
    },
    {
      "name": "Critical Thinking",
      "type": "Common Skill"
    },
    {
      "name": "Adobe Photoshop",
      "type": "Specialized Skill"
    },
    {
      "name": "Adobe InDesign",
      "type": "Specialized Skill"
    },
    {
      "name": "Adobe Illustrator",
      "type": "Specialized Skill"
    },
    {
      "name": "Adobe Acrobat",
      "type": "Specialized Skill"
    },
    {
      "name": "Mathematics",
      "type": "Common Skill"
    },
    {
      "name": "Inductive Reasoning",
      "type": "Common Skill"
    },
    {
      "name": "Equipment Selection",
      "type": "Specialized Skill"
    },
    {
      "name": "Depth Perception",
      "type": "Common Skill"
    },
    {
      "name": "Active Listening",
      "type": "Common Skill"
    },
    {
      "name": "Time Management",
      "type": "Common Skill"
    },
    {
      "name": "Reading Comprehension",
      "type": "Common Skill"
    },
    {
      "name": "Complex Problem Solving",
      "type": "Common Skill"
    },
    {
      "name": "Active Learning",
      "type": "Common Skill"
    },
    {
      "name": "English Language",
      "type": "Common Skill"
    },
    {
      "name": "Social Perceptiveness",
      "type": "Common Skill"
    },
    {
      "name": "Learning Strategies",
      "type": "Specialized Skill"
    },
    {
      "name": "Writing",
      "type": "Common Skill"
    },
    {
      "name": "Negotiation",
      "type": "Common Skill"
    },
    {
      "name": "Instructing",
      "type": "Specialized Skill"
    },
    {
      "name": "Installation",
      "type": "Specialized Skill"
    },
    {
      "name": "Systems Analysis",
      "type": "Specialized Skill"
    },
    {
      "name": "Chemistry",
      "type": "Specialized Skill"
    },
    {
      "name": "Physics",
      "type": "Specialized Skill"
    },
    {
      "name": "Psychology",
      "type": "Specialized Skill"
    },
    {
      "name": "Biology",
      "type": "Specialized Skill"
    },
    {
      "name": "Telecommunications",
      "type": "Specialized Skill"
    },
    {
      "name": "Foreign Language",
      "type": "Common Skill"
    },
    {
      "name": "Geography",
      "type": "Specialized Skill"
    }
  ],
  "tools": [
    {
      "example": "Adobe Acrobat",
      "category": "Document management software",
      "hot": true,
      "inDemand": false
    },
    {
      "example": "Adobe Creative Cloud software",
      "category": "Graphics or photo imaging software",
      "hot": true,
      "inDemand": false
    },
    {
      "example": "Adobe Illustrator",
      "category": "Graphics or photo imaging software",
      "hot": true,
      "inDemand": false
    },
    {
      "example": "Adobe InDesign",
      "category": "Desktop publishing software",
      "hot": true,
      "inDemand": false
    },
    {
      "example": "Adobe Photoshop",
      "category": "Graphics or photo imaging software",
      "hot": true,
      "inDemand": false
    },
    {
      "example": "Apple macOS",
      "category": "Operating system software",
      "hot": true,
      "inDemand": false
    },
    {
      "example": "Autodesk AutoCAD",
      "category": "Computer aided design CAD software",
      "hot": true,
      "inDemand": false
    },
    {
      "example": "Dassault Systemes SolidWorks",
      "category": "Computer aided manufacturing CAM software",
      "hot": true,
      "inDemand": false
    },
    {
      "example": "Microsoft Excel",
      "category": "Spreadsheet software",
      "hot": true,
      "inDemand": false
    },
    {
      "example": "Microsoft Office software",
      "category": "Office suite software",
      "hot": true,
      "inDemand": false
    },
    {
      "example": "Microsoft Outlook",
      "category": "Electronic mail software",
      "hot": true,
      "inDemand": false
    },
    {
      "example": "Microsoft PowerPoint",
      "category": "Presentation software",
      "hot": true,
      "inDemand": false
    },
    {
      "example": "Microsoft Windows",
      "category": "Operating system software",
      "hot": true,
      "inDemand": false
    },
    {
      "example": "Microsoft Word",
      "category": "Word processing software",
      "hot": true,
      "inDemand": false
    },
    {
      "example": "Oracle Java",
      "category": "Object or component oriented development software",
      "hot": true,
      "inDemand": false
    },
    {
      "example": "AS/400 Database",
      "category": "Data base user interface and query software",
      "hot": false,
      "inDemand": false
    },
    {
      "example": "Computer aided design and drafting CADD software",
      "category": "Computer aided design CAD software",
      "hot": false,
      "inDemand": false
    },
    {
      "example": "Computerized numerical control CNC software",
      "category": "Industrial control software",
      "hot": false,
      "inDemand": false
    },
    {
      "example": "Dassault Systemes CATIA",
      "category": "Computer aided design CAD software",
      "hot": false,
      "inDemand": false
    },
    {
      "example": "Inventory control software",
      "category": "Inventory management software",
      "hot": false,
      "inDemand": false
    },
    {
      "example": "Timekeeping software",
      "category": "Time accounting software",
      "hot": false,
      "inDemand": false
    },
    {
      "example": "Vero Software ALPHACAM",
      "category": "Computer aided design CAD software",
      "hot": false,
      "inDemand": false
    },
    {
      "example": "YouTube",
      "category": "Video creation and editing software",
      "hot": false,
      "inDemand": false
    }
  ],
  "workContext": [
    {
      "name": "Exposed to Contaminants",
      "value": 4.99
    },
    {
      "name": "Face-to-Face Discussions with Individuals and Within Teams",
      "value": 4.85
    },
    {
      "name": "Spend Time Using Your Hands to Handle, Control, or Feel Objects, Tools, or Controls",
      "value": 4.81
    },
    {
      "name": "Exposed to Sounds, Noise Levels that are Distracting or Uncomfortable",
      "value": 4.78
    },
    {
      "name": "Spend Time Standing",
      "value": 4.74
    },
    {
      "name": "Indoors, Not Environmentally Controlled",
      "value": 4.68
    },
    {
      "name": "Exposed to Hazardous Equipment",
      "value": 4.54
    },
    {
      "name": "Importance of Being Exact or Accurate",
      "value": 4.4
    },
    {
      "name": "Spend Time Making Repetitive Motions",
      "value": 4.34
    },
    {
      "name": "Wear Common Protective or Safety Equipment such as Safety Shoes, Glasses, Gloves, Hearing Protection, Hard Hats, or Life Jackets",
      "value": 4.32
    },
    {
      "name": "Work With or Contribute to a Work Group or Team",
      "value": 4.19
    },
    {
      "name": "Time Pressure",
      "value": 3.96
    },
    {
      "name": "Spend Time Bending or Twisting Your Body",
      "value": 3.83
    },
    {
      "name": "Freedom to Make Decisions",
      "value": 3.75
    },
    {
      "name": "Determine Tasks, Priorities and Goals",
      "value": 3.7
    },
    {
      "name": "Importance of Repeating Same Tasks",
      "value": 3.68
    },
    {
      "name": "Contact With Others",
      "value": 3.64
    },
    {
      "name": "Frequency of Decision Making",
      "value": 3.58
    },
    {
      "name": "Exposed to Very Hot or Cold Temperatures",
      "value": 3.51
    },
    {
      "name": "Work Outcomes and Results of Other Workers",
      "value": 3.41
    },
    {
      "name": "Impact of Decisions on Co-workers or Company Results",
      "value": 3.38
    },
    {
      "name": "Exposed to Minor Burns, Cuts, Bites, or Stings",
      "value": 3.34
    },
    {
      "name": "Health and Safety of Other Workers",
      "value": 3.32
    },
    {
      "name": "Spend Time Walking or Running",
      "value": 3.3
    },
    {
      "name": "Coordinate or Lead Others in Accomplishing Work Activities",
      "value": 3.18
    },
    {
      "name": "Pace Determined by Speed of Equipment",
      "value": 3.17
    },
    {
      "name": "Physical Proximity",
      "value": 3.05
    },
    {
      "name": "Exposed to Cramped Work Space, Awkward Positions",
      "value": 2.99
    },
    {
      "name": "Consequence of Error",
      "value": 2.8
    },
    {
      "name": "Dealing With Unpleasant, Angry, or Discourteous People",
      "value": 2.76
    },
    {
      "name": "Exposed to Hazardous Conditions",
      "value": 2.69
    },
    {
      "name": "Level of Competition",
      "value": 2.64
    },
    {
      "name": "Telephone Conversations",
      "value": 2.61
    },
    {
      "name": "Conflict Situations",
      "value": 2.58
    },
    {
      "name": "Spend Time Kneeling, Crouching, Stooping, or Crawling",
      "value": 2.57
    },
    {
      "name": "Exposed to Extremely Bright or Inadequate Lighting Conditions",
      "value": 2.45
    },
    {
      "name": "Deal With External Customers or the Public in General",
      "value": 2.28
    },
    {
      "name": "Degree of Automation",
      "value": 2.13
    },
    {
      "name": "Wear Specialized Protective or Safety Equipment such as Breathing Apparatus, Safety Harness, Full Protection Suits, or Radiation Protection",
      "value": 1.99
    },
    {
      "name": "Written Letters and Memos",
      "value": 1.92
    }
  ],
  "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)",
    "educationDistribution": [
      {
        "label": "High School Diploma",
        "percentage": 73.06
      },
      {
        "label": "Less than a High School Diploma",
        "percentage": 20.67
      },
      {
        "label": "Post-Secondary Certificate",
        "percentage": 4.55
      },
      {
        "label": "Bachelor's Degree",
        "percentage": 1.72
      }
    ]
  },
  "personFit": [
    {
      "name": "Realistic",
      "family": "career_interest_type",
      "value": 7
    },
    {
      "name": "Construction/Woodwork",
      "family": "specific_interest_area",
      "value": 6.66
    },
    {
      "name": "Physical/Manual Labor",
      "family": "specific_interest_area",
      "value": 5.11
    },
    {
      "name": "Conventional",
      "family": "career_interest_type",
      "value": 4.14
    },
    {
      "name": "Mechanics/Electronics",
      "family": "specific_interest_area",
      "value": 2.72
    },
    {
      "name": "Attention to Detail",
      "family": "work_style",
      "value": 2.53
    },
    {
      "name": "Investigative",
      "family": "career_interest_type",
      "value": 2.38
    },
    {
      "name": "Engineering",
      "family": "specific_interest_area",
      "value": 2.2
    },
    {
      "name": "Transportation/Machine Operation",
      "family": "specific_interest_area",
      "value": 2.18
    },
    {
      "name": "Dependability",
      "family": "work_style",
      "value": 2.16
    },
    {
      "name": "Cautiousness",
      "family": "work_style",
      "value": 1.89
    },
    {
      "name": "Applied Arts and Design",
      "family": "specific_interest_area",
      "value": 1.7
    },
    {
      "name": "Information Technology",
      "family": "specific_interest_area",
      "value": 1.59
    },
    {
      "name": "Visual Arts",
      "family": "specific_interest_area",
      "value": 1.5
    },
    {
      "name": "Mathematics/Statistics",
      "family": "specific_interest_area",
      "value": 1.31
    },
    {
      "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"
    },
    {
      "socCode": "51-9032.00",
      "slug": "role-51-9032-00",
      "title": "Cutting and Slicing Machine Setters, Operators, and Tenders",
      "tier": "Primary-Short"
    },
    {
      "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"
    },
    {
      "socCode": "51-4035.00",
      "slug": "role-51-4035-00",
      "title": "Milling and Planing Machine Setters, Operators, and Tenders, Metal and Plastic",
      "tier": "Primary-Short"
    },
    {
      "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"
    },
    {
      "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"
    },
    {
      "socCode": "51-4081.00",
      "slug": "role-51-4081-00",
      "title": "Multiple Machine Tool Setters, Operators, and Tenders, Metal and Plastic",
      "tier": "Primary-Long"
    },
    {
      "socCode": "51-6062.00",
      "slug": "role-51-6062-00",
      "title": "Textile Cutting Machine Setters, Operators, and Tenders",
      "tier": "Primary-Long"
    },
    {
      "socCode": "51-4023.00",
      "slug": "role-51-4023-00",
      "title": "Rolling Machine Setters, Operators, and Tenders, Metal and Plastic",
      "tier": "Primary-Long"
    },
    {
      "socCode": "51-4022.00",
      "slug": "role-51-4022-00",
      "title": "Forging Machine Setters, Operators, and Tenders, Metal and Plastic",
      "tier": "Primary-Long"
    },
    {
      "socCode": "51-9022.00",
      "slug": "role-51-9022-00",
      "title": "Grinding and Polishing Workers, Hand",
      "tier": "Supplemental"
    },
    {
      "socCode": "51-4194.00",
      "slug": "role-51-4194-00",
      "title": "Tool Grinders, Filers, and Sharpeners",
      "tier": "Supplemental"
    }
  ],
  "careerClusters": [
    {
      "cluster": "Advanced Manufacturing",
      "slug": "advanced-manufacturing"
    }
  ],
  "educationLevel": {
    "category": "High school diploma or equivalent",
    "slug": "high-school-diploma-or-equivalent"
  },
  "studyPrograms": [
    {
      "title": "Precision Production",
      "slug": "precision-production"
    }
  ],
  "market": {
    "medianWage": 40440,
    "meanWage": 42290,
    "pct10Wage": 30920,
    "pct25Wage": 36260,
    "pct75Wage": 47650,
    "pct90Wage": 54340,
    "employment": 63350,
    "areaTitle": "U.S."
  },
  "industries": {
    "top": [
      {
        "naics": "31-33",
        "slug": "31-33",
        "title": "Manufacturing",
        "level": "Sector",
        "employment": 57540,
        "medianWage": 40830,
        "lq": 10.97
      },
      {
        "naics": "42",
        "slug": "42",
        "title": "Wholesale Trade",
        "level": "Sector",
        "employment": 3020,
        "medianWage": 40190,
        "lq": 1.22
      },
      {
        "naics": "44-45",
        "slug": "44-45",
        "title": "Retail Trade",
        "level": "Sector",
        "employment": 430,
        "medianWage": 47140,
        "lq": 0.07
      },
      {
        "naics": "23",
        "slug": "23",
        "title": "Construction",
        "level": "Sector",
        "employment": 310,
        "medianWage": 60060,
        "lq": 0.09
      },
      {
        "naics": "62",
        "slug": "62",
        "title": "Health Care and Social Assistance",
        "level": "Sector",
        "employment": 70,
        "medianWage": 33810
      },
      {
        "naics": "48-49",
        "slug": "48-49",
        "title": "Transportation and Warehousing",
        "level": "Sector",
        "employment": 60,
        "medianWage": 50190
      },
      {
        "naics": "56",
        "slug": "56",
        "title": "Administrative and Support and Waste Management and Remediation Services",
        "level": "Sector",
        "medianWage": 35480
      },
      {
        "naics": "561320",
        "slug": "561320",
        "title": "Temporary Help Services",
        "level": "National industry",
        "medianWage": 34830
      }
    ],
    "concentrated": [
      {
        "naics": "31-33",
        "slug": "31-33",
        "title": "Manufacturing",
        "level": "Sector",
        "employment": 57540,
        "lq": 10.97
      },
      {
        "naics": "42",
        "slug": "42",
        "title": "Wholesale Trade",
        "level": "Sector",
        "employment": 3020,
        "lq": 1.22
      },
      {
        "naics": "23",
        "slug": "23",
        "title": "Construction",
        "level": "Sector",
        "employment": 310,
        "lq": 0.09
      },
      {
        "naics": "44-45",
        "slug": "44-45",
        "title": "Retail Trade",
        "level": "Sector",
        "employment": 430,
        "lq": 0.07
      }
    ],
    "count": 8
  },
  "aiSignals": [
    {
      "source": "frey_osborne",
      "label": "Computerization probability",
      "score": 0.97,
      "scale": "0-1 probability",
      "release": "2013-baseline-2016-employment-snapshot"
    },
    {
      "source": "felten_aioe",
      "label": "AI occupational exposure",
      "score": -1.130357,
      "scale": "relative exposure score",
      "release": "2021-plus-generative-ai-workbooks"
    },
    {
      "source": "felten_image_generation_aioe",
      "label": "Image generation occupational exposure",
      "score": -0.9519568,
      "scale": "relative exposure score",
      "release": "2021-plus-generative-ai-workbooks"
    },
    {
      "source": "felten_language_modeling_aioe",
      "label": "Language modeling occupational exposure",
      "score": -1.203906,
      "scale": "relative exposure score",
      "release": "2021-plus-generative-ai-workbooks"
    }
  ],
  "aiOutlook": {
    "index": {
      "value": 23,
      "percentile": 21,
      "band": "Low",
      "version": "ai-exposure-index-v1",
      "components": [
        {
          "percentile": 13,
          "source": "felten_aioe"
        },
        {
          "percentile": 15,
          "source": "openai_gpts_are_gpts"
        },
        {
          "percentile": 42,
          "source": "microsoft_working_with_ai"
        }
      ],
      "componentCount": 3
    },
    "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."
      },
      {
        "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."
      },
      {
        "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."
      }
    ],
    "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."
    },
    "teleworkable": false,
    "eloundou": {
      "alpha": 0.021739130434782608,
      "beta": 0.06521739130434782,
      "gamma": 0.10869565217391304
    },
    "usageTasks": [],
    "bls": {
      "growthPercent": -1.8,
      "growthPercentile": 19,
      "direction": "Declining",
      "annualOpeningsThousands": 6.4,
      "annualOpeningsPercentile": 54,
      "employment2024Thousands": 63.1,
      "employment2034Thousands": 61.9
    },
    "sources": [
      {
        "source": "bls_employment_projections",
        "version": "2024-2034"
      },
      {
        "source": "dingel_neiman",
        "version": "dingel-neiman-workathome"
      },
      {
        "source": "felten_aioe",
        "version": "felten-raj-seamans-aioe"
      },
      {
        "source": "frey_osborne",
        "version": "frey-osborne-automation"
      },
      {
        "source": "microsoft_working_with_ai",
        "version": "working-with-ai"
      },
      {
        "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"
  }
}