{
  "entityType": "role",
  "schemaVersion": "role.v1",
  "slug": "role-47-5051-00",
  "socCode": "47-5051.00",
  "title": "Rock Splitters, Quarry",
  "summary": "Separate blocks of rough dimension stone from quarry mass using jackhammers, wedges, or chop saws.",
  "aliases": [
    "Driller",
    "Quarry Worker",
    "Rock Splitter",
    "Stone Splitter",
    "Splitter Operator",
    "Stone Breaker",
    "Quarry Chop Saw Operator",
    "Quarry Driller",
    "Quarry Plug and Feather Driller",
    "Quarrying Specialist",
    "Rock Breaker",
    "Rock Picker"
  ],
  "tasks": [
    {
      "text": "Cut slabs of stone into sheets that will be used for floors or counters.",
      "type": "Supplemental",
      "iwa": "4.A.3.a.2.l"
    },
    {
      "text": "Locate grain line patterns to determine how rocks will split when cut.",
      "type": "Core",
      "iwa": "4.A.1.b.2.j"
    },
    {
      "text": "Set charges of explosives to split rock.",
      "type": "Supplemental",
      "iwa": "4.A.3.a.3.c"
    },
    {
      "text": "Drill holes along outlines, using jackhammers.",
      "type": "Supplemental",
      "iwa": "4.A.3.a.3.c"
    },
    {
      "text": "Drill holes into sides of stones broken from masses, insert dogs or attach slings, and direct removal of stones.",
      "type": "Supplemental",
      "iwa": "4.A.3.a.2.ad"
    },
    {
      "text": "Remove pieces of stone from larger masses, using jackhammers, wedges, and other tools.",
      "type": "Core",
      "iwa": "4.A.3.a.3.c"
    },
    {
      "text": "Insert wedges and feathers into holes, and drive wedges with sledgehammers to split stone sections from masses.",
      "type": "Core",
      "iwa": "4.A.3.a.3.c"
    },
    {
      "text": "Mark dimensions or outlines on stone prior to cutting, using rules and chalk lines.",
      "type": "Core",
      "iwa": "4.A.3.a.2.ao"
    },
    {
      "text": "Cut grooves along outlines, using chisels.",
      "type": "Supplemental",
      "iwa": "4.A.3.a.2.l"
    }
  ],
  "emergingTasks": [],
  "activities": [
    {
      "name": "Examine physical characteristics of natural stone or stone products.",
      "iwa": "4.A.1.b.2.j"
    },
    {
      "name": "Break up rock, asphalt, or concrete.",
      "iwa": "4.A.3.a.3.c"
    },
    {
      "name": "Mark reference points on construction materials.",
      "iwa": "4.A.3.a.2.ao"
    },
    {
      "name": "Cut tile, stone, or other masonry materials.",
      "iwa": "4.A.3.a.2.l"
    },
    {
      "name": "Operate detonation equipment.",
      "iwa": "4.A.3.a.3.c"
    },
    {
      "name": "Drill holes in earth or rock.",
      "iwa": "4.A.3.a.2.ad"
    },
    {
      "name": "Direct construction or extraction personnel.",
      "iwa": "4.A.4.b.4.i"
    }
  ],
  "capabilities": [
    {
      "name": "Arm-Hand Steadiness",
      "family": "ability",
      "value": 3.88
    },
    {
      "name": "Multilimb Coordination",
      "family": "ability",
      "value": 3.62
    },
    {
      "name": "Control Precision",
      "family": "ability",
      "value": 3.5
    },
    {
      "name": "Static Strength",
      "family": "ability",
      "value": 3.5
    },
    {
      "name": "Trunk Strength",
      "family": "ability",
      "value": 3.38
    },
    {
      "name": "Operation and Control",
      "family": "transferable_skill",
      "value": 3.25
    },
    {
      "name": "Manual Dexterity",
      "family": "ability",
      "value": 3.25
    },
    {
      "name": "Near Vision",
      "family": "ability",
      "value": 3.25
    },
    {
      "name": "Operations Monitoring",
      "family": "transferable_skill",
      "value": 3.12
    },
    {
      "name": "Stamina",
      "family": "ability",
      "value": 3.12
    },
    {
      "name": "Extent Flexibility",
      "family": "ability",
      "value": 3.12
    },
    {
      "name": "Active Listening",
      "family": "essential_skill",
      "value": 3
    },
    {
      "name": "Oral Comprehension",
      "family": "ability",
      "value": 3
    },
    {
      "name": "Problem Sensitivity",
      "family": "ability",
      "value": 3
    },
    {
      "name": "Visualization",
      "family": "ability",
      "value": 3
    },
    {
      "name": "Finger Dexterity",
      "family": "ability",
      "value": 3
    },
    {
      "name": "Dynamic Strength",
      "family": "ability",
      "value": 3
    },
    {
      "name": "Production and Processing",
      "family": "knowledge",
      "value": 2.96
    },
    {
      "name": "Monitoring",
      "family": "essential_skill",
      "value": 2.88
    },
    {
      "name": "Oral Expression",
      "family": "ability",
      "value": 2.88
    },
    {
      "name": "Deductive Reasoning",
      "family": "ability",
      "value": 2.88
    },
    {
      "name": "Information Ordering",
      "family": "ability",
      "value": 2.88
    },
    {
      "name": "Category Flexibility",
      "family": "ability",
      "value": 2.88
    },
    {
      "name": "Selective Attention",
      "family": "ability",
      "value": 2.88
    },
    {
      "name": "Rate Control",
      "family": "ability",
      "value": 2.88
    },
    {
      "name": "Reaction Time",
      "family": "ability",
      "value": 2.88
    },
    {
      "name": "Visual Color Discrimination",
      "family": "ability",
      "value": 2.88
    },
    {
      "name": "Depth Perception",
      "family": "ability",
      "value": 2.88
    },
    {
      "name": "Speech Recognition",
      "family": "ability",
      "value": 2.88
    },
    {
      "name": "Speech Clarity",
      "family": "ability",
      "value": 2.88
    },
    {
      "name": "Mechanical",
      "family": "knowledge",
      "value": 2.86
    },
    {
      "name": "Mathematics",
      "family": "knowledge",
      "value": 2.81
    },
    {
      "name": "Reading Comprehension",
      "family": "essential_skill",
      "value": 2.75
    },
    {
      "name": "Critical Thinking",
      "family": "essential_skill",
      "value": 2.75
    },
    {
      "name": "Coordination",
      "family": "transferable_skill",
      "value": 2.75
    },
    {
      "name": "Complex Problem Solving",
      "family": "transferable_skill",
      "value": 2.75
    },
    {
      "name": "Time Management",
      "family": "transferable_skill",
      "value": 2.75
    },
    {
      "name": "Education and Training",
      "family": "knowledge",
      "value": 2.75
    },
    {
      "name": "Public Safety and Security",
      "family": "knowledge",
      "value": 2.75
    },
    {
      "name": "Inductive Reasoning",
      "family": "ability",
      "value": 2.75
    }
  ],
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    {
      "name": "Visualization",
      "type": "Specialized Skill"
    },
    {
      "name": "Microsoft Word",
      "type": "Common Skill"
    },
    {
      "name": "Microsoft Project",
      "type": "Specialized Skill"
    },
    {
      "name": "Microsoft PowerPoint",
      "type": "Common Skill"
    },
    {
      "name": "Microsoft Excel",
      "type": "Common Skill"
    },
    {
      "name": "Finger Dexterity",
      "type": "Common Skill"
    },
    {
      "name": "Facebook",
      "type": "Specialized Skill"
    },
    {
      "name": "Active Listening",
      "type": "Common Skill"
    },
    {
      "name": "Speech Recognition",
      "type": "Specialized Skill"
    },
    {
      "name": "Information Ordering",
      "type": "Specialized Skill"
    },
    {
      "name": "Depth Perception",
      "type": "Common Skill"
    },
    {
      "name": "Deductive Reasoning",
      "type": "Common Skill"
    },
    {
      "name": "Mathematics",
      "type": "Common Skill"
    },
    {
      "name": "Time Management",
      "type": "Common Skill"
    },
    {
      "name": "Reading Comprehension",
      "type": "Common Skill"
    },
    {
      "name": "Inductive Reasoning",
      "type": "Common Skill"
    },
    {
      "name": "Critical Thinking",
      "type": "Common Skill"
    },
    {
      "name": "Complex Problem Solving",
      "type": "Common Skill"
    },
    {
      "name": "English Language",
      "type": "Common Skill"
    },
    {
      "name": "Social Perceptiveness",
      "type": "Common Skill"
    },
    {
      "name": "Equipment Maintenance",
      "type": "Specialized Skill"
    },
    {
      "name": "Chemistry",
      "type": "Specialized Skill"
    },
    {
      "name": "Psychology",
      "type": "Specialized Skill"
    },
    {
      "name": "Physics",
      "type": "Specialized Skill"
    },
    {
      "name": "Foreign Language",
      "type": "Common Skill"
    },
    {
      "name": "Writing",
      "type": "Common Skill"
    },
    {
      "name": "Active Learning",
      "type": "Common Skill"
    },
    {
      "name": "Telecommunications",
      "type": "Specialized Skill"
    },
    {
      "name": "Minitab",
      "type": "Specialized Skill"
    },
    {
      "name": "Learning Strategies",
      "type": "Specialized Skill"
    },
    {
      "name": "Instructing",
      "type": "Specialized Skill"
    },
    {
      "name": "Equipment Selection",
      "type": "Specialized Skill"
    },
    {
      "name": "Apache HTTP Server",
      "type": "Specialized Skill"
    },
    {
      "name": "Negotiation",
      "type": "Common Skill"
    },
    {
      "name": "Biology",
      "type": "Specialized Skill"
    },
    {
      "name": "Geography",
      "type": "Specialized Skill"
    },
    {
      "name": "Systems Analysis",
      "type": "Specialized Skill"
    },
    {
      "name": "Project Management Software",
      "type": "Specialized Skill"
    },
    {
      "name": "Presentation Software",
      "type": "Specialized Skill"
    },
    {
      "name": "Installation",
      "type": "Specialized Skill"
    }
  ],
  "tools": [
    {
      "example": "Autodesk AutoCAD",
      "category": "Computer aided design CAD software",
      "hot": true,
      "inDemand": false
    },
    {
      "example": "Facebook",
      "category": "Web page creation and editing 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 PowerPoint",
      "category": "Presentation software",
      "hot": true,
      "inDemand": false
    },
    {
      "example": "Microsoft Project",
      "category": "Project management software",
      "hot": true,
      "inDemand": false
    },
    {
      "example": "Microsoft Word",
      "category": "Word processing software",
      "hot": true,
      "inDemand": false
    },
    {
      "example": "SAP software",
      "category": "Enterprise resource planning ERP software",
      "hot": true,
      "inDemand": false
    },
    {
      "example": "Apache HTTP Server",
      "category": "Application server software",
      "hot": false,
      "inDemand": false
    },
    {
      "example": "Maintenance reporting software",
      "category": "Facilities management software",
      "hot": false,
      "inDemand": false
    },
    {
      "example": "Minitab",
      "category": "Analytical or scientific software",
      "hot": false,
      "inDemand": false
    },
    {
      "example": "Time reporting software",
      "category": "Time accounting software",
      "hot": false,
      "inDemand": false
    }
  ],
  "workContext": [
    {
      "name": "Outdoors, Exposed to All Weather Conditions",
      "value": 4.77
    },
    {
      "name": "Exposed to Contaminants",
      "value": 4.48
    },
    {
      "name": "Spend Time Standing",
      "value": 4.48
    },
    {
      "name": "Spend Time Using Your Hands to Handle, Control, or Feel Objects, Tools, or Controls",
      "value": 4.01
    },
    {
      "name": "Exposed to Very Hot or Cold Temperatures",
      "value": 3.95
    },
    {
      "name": "Work With or Contribute to a Work Group or Team",
      "value": 3.79
    },
    {
      "name": "Exposed to Hazardous Equipment",
      "value": 3.75
    },
    {
      "name": "Exposed to Whole Body Vibration",
      "value": 3.74
    },
    {
      "name": "Importance of Being Exact or Accurate",
      "value": 3.74
    },
    {
      "name": "In an Open Vehicle or Operating Equipment",
      "value": 3.7
    },
    {
      "name": "Spend Time Bending or Twisting Your Body",
      "value": 3.57
    },
    {
      "name": "Health and Safety of Other Workers",
      "value": 3.56
    },
    {
      "name": "Face-to-Face Discussions with Individuals and Within Teams",
      "value": 3.48
    },
    {
      "name": "Exposed to Sounds, Noise Levels that are Distracting or Uncomfortable",
      "value": 3.46
    },
    {
      "name": "Freedom to Make Decisions",
      "value": 3.41
    },
    {
      "name": "Consequence of Error",
      "value": 3.28
    },
    {
      "name": "Contact With Others",
      "value": 3.18
    },
    {
      "name": "Spend Time Making Repetitive Motions",
      "value": 3.04
    },
    {
      "name": "Pace Determined by Speed of Equipment",
      "value": 3.04
    },
    {
      "name": "Exposed to High Places",
      "value": 3.02
    },
    {
      "name": "Spend Time Walking or Running",
      "value": 2.94
    },
    {
      "name": "Exposed to Hazardous Conditions",
      "value": 2.82
    },
    {
      "name": "Exposed to Minor Burns, Cuts, Bites, or Stings",
      "value": 2.82
    },
    {
      "name": "Determine Tasks, Priorities and Goals",
      "value": 2.8
    },
    {
      "name": "Physical Proximity",
      "value": 2.72
    },
    {
      "name": "Coordinate or Lead Others in Accomplishing Work Activities",
      "value": 2.67
    },
    {
      "name": "Impact of Decisions on Co-workers or Company Results",
      "value": 2.66
    },
    {
      "name": "Wear Specialized Protective or Safety Equipment such as Breathing Apparatus, Safety Harness, Full Protection Suits, or Radiation Protection",
      "value": 2.63
    },
    {
      "name": "Time Pressure",
      "value": 2.61
    },
    {
      "name": "Indoors, Not Environmentally Controlled",
      "value": 2.54
    },
    {
      "name": "Spend Time Kneeling, Crouching, Stooping, or Crawling",
      "value": 2.51
    },
    {
      "name": "Outdoors, Under Cover",
      "value": 2.46
    },
    {
      "name": "Frequency of Decision Making",
      "value": 2.43
    },
    {
      "name": "Importance of Repeating Same Tasks",
      "value": 2.4
    },
    {
      "name": "Level of Competition",
      "value": 2.33
    },
    {
      "name": "Deal With External Customers or the Public in General",
      "value": 2.17
    },
    {
      "name": "Work Outcomes and Results of Other Workers",
      "value": 2.15
    },
    {
      "name": "Exposed to Extremely Bright or Inadequate Lighting Conditions",
      "value": 2.12
    },
    {
      "name": "Spend Time Climbing Ladders, Scaffolds, or Poles",
      "value": 2.06
    },
    {
      "name": "Spend Time Keeping or Regaining Balance",
      "value": 1.98
    }
  ],
  "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": "Less than a High School Diploma",
        "percentage": 49.54
      },
      {
        "label": "High School Diploma",
        "percentage": 31.48
      }
    ]
  },
  "personFit": [
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      "name": "Realistic",
      "family": "career_interest_type",
      "value": 6.99
    },
    {
      "name": "Physical/Manual Labor",
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      "value": 6.63
    },
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      "name": "Conventional",
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      "value": 3.19
    },
    {
      "name": "Construction/Woodwork",
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    },
    {
      "name": "Investigative",
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    },
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    },
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    },
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    },
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      "name": "Cautiousness",
      "family": "work_style",
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    },
    {
      "name": "Nature/Outdoors",
      "family": "specific_interest_area",
      "value": 1.57
    },
    {
      "name": "Engineering",
      "family": "specific_interest_area",
      "value": 1.57
    },
    {
      "name": "Attention to Detail",
      "family": "work_style",
      "value": 1.51
    },
    {
      "name": "Mechanics/Electronics",
      "family": "specific_interest_area",
      "value": 1.41
    },
    {
      "name": "Social",
      "family": "career_interest_type",
      "value": 1.26
    },
    {
      "name": "Physical Science",
      "family": "specific_interest_area",
      "value": 1.24
    },
    {
      "name": "Enterprising",
      "family": "career_interest_type",
      "value": 1.17
    }
  ],
  "relatedRoles": [
    {
      "socCode": "51-9195.03",
      "slug": "role-51-9195-03",
      "title": "Stone Cutters and Carvers, Manufacturing",
      "tier": "Primary-Short"
    },
    {
      "socCode": "47-5012.00",
      "slug": "role-47-5012-00",
      "title": "Rotary Drill Operators, Oil and Gas",
      "tier": "Primary-Short"
    },
    {
      "socCode": "51-4071.00",
      "slug": "role-51-4071-00",
      "title": "Foundry Mold and Coremakers",
      "tier": "Primary-Short"
    },
    {
      "socCode": "51-7041.00",
      "slug": "role-51-7041-00",
      "title": "Sawing Machine Setters, Operators, and Tenders, Wood",
      "tier": "Primary-Short"
    },
    {
      "socCode": "51-9031.00",
      "slug": "role-51-9031-00",
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      "tier": "Primary-Short"
    },
    {
      "socCode": "47-5023.00",
      "slug": "role-47-5023-00",
      "title": "Earth Drillers, Except Oil and Gas",
      "tier": "Primary-Long"
    },
    {
      "socCode": "47-2061.00",
      "slug": "role-47-2061-00",
      "title": "Construction Laborers",
      "tier": "Primary-Long"
    },
    {
      "socCode": "47-2051.00",
      "slug": "role-47-2051-00",
      "title": "Cement Masons and Concrete Finishers",
      "tier": "Primary-Long"
    },
    {
      "socCode": "47-5081.00",
      "slug": "role-47-5081-00",
      "title": "Helpers--Extraction Workers",
      "tier": "Primary-Long"
    },
    {
      "socCode": "51-9022.00",
      "slug": "role-51-9022-00",
      "title": "Grinding and Polishing Workers, Hand",
      "tier": "Primary-Long"
    },
    {
      "socCode": "47-2022.00",
      "slug": "role-47-2022-00",
      "title": "Stonemasons",
      "tier": "Supplemental"
    },
    {
      "socCode": "51-7042.00",
      "slug": "role-51-7042-00",
      "title": "Woodworking Machine Setters, Operators, and Tenders, Except Sawing",
      "tier": "Supplemental"
    }
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  "careerClusters": [
    {
      "cluster": "Energy & Natural Resources",
      "slug": "energy-natural-resources"
    }
  ],
  "educationLevel": {
    "category": "No formal educational credential",
    "slug": "no-formal-educational-credential"
  },
  "studyPrograms": [],
  "market": {
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    "meanWage": 50540,
    "pct10Wage": 37240,
    "pct25Wage": 39990,
    "pct75Wage": 58290,
    "pct90Wage": 68380,
    "employment": 3080,
    "areaTitle": "U.S."
  },
  "industries": {
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      {
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        "slug": "21",
        "title": "Mining, Quarrying, and Oil and Gas Extraction",
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        "medianWage": 47020,
        "lq": 215.61
      },
      {
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        "slug": "31-33",
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      },
      {
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        "slug": "23",
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        "medianWage": 57820
      }
    ],
    "concentrated": [
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        "naics": "21",
        "slug": "21",
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      },
      {
        "naics": "31-33",
        "slug": "31-33",
        "title": "Manufacturing",
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        "lq": 1.84
      }
    ],
    "count": 3
  },
  "aiSignals": [
    {
      "source": "frey_osborne",
      "label": "Computerization probability",
      "score": 0.96,
      "scale": "0-1 probability",
      "release": "2013-baseline-2016-employment-snapshot"
    },
    {
      "source": "felten_aioe",
      "label": "AI occupational exposure",
      "score": -1.763494,
      "scale": "relative exposure score",
      "release": "2021-plus-generative-ai-workbooks"
    },
    {
      "source": "felten_image_generation_aioe",
      "label": "Image generation occupational exposure",
      "score": -1.737546,
      "scale": "relative exposure score",
      "release": "2021-plus-generative-ai-workbooks"
    },
    {
      "source": "felten_language_modeling_aioe",
      "label": "Language modeling occupational exposure",
      "score": -1.614262,
      "scale": "relative exposure score",
      "release": "2021-plus-generative-ai-workbooks"
    }
  ],
  "aiOutlook": {
    "index": {
      "value": 9,
      "percentile": 5,
      "band": "Low",
      "version": "ai-exposure-index-v1",
      "components": [
        {
          "percentile": 2,
          "source": "felten_aioe"
        },
        {
          "percentile": 20,
          "source": "openai_gpts_are_gpts"
        },
        {
          "percentile": 5,
          "source": "microsoft_working_with_ai"
        }
      ],
      "componentCount": 3
    },
    "exposure": [
      {
        "source": "felten_aioe",
        "label": "Overall AI exposure (Felten et al.)",
        "value": -1.763494,
        "percentile": 2,
        "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": 0.15384615384615385,
        "percentile": 20,
        "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": 0.02942341265601075,
        "percentile": 5,
        "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."
      }
    ],
    "freyHistorical": {
      "source": "frey",
      "label": "Computerization probability (Frey & Osborne, 2013)",
      "value": 0.96,
      "percentile": 91,
      "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,
      "beta": 0.07692307692307693,
      "gamma": 0.15384615384615385
    },
    "usageTasks": [],
    "bls": {
      "growthPercent": 4.4,
      "growthPercentile": 69,
      "direction": "About average",
      "annualOpeningsThousands": 0.4,
      "annualOpeningsPercentile": 6,
      "employment2024Thousands": 3.2,
      "employment2034Thousands": 3.4
    },
    "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": 9,
    "skills": 40,
    "capabilities": 120,
    "tools": 12,
    "relatedRoles": 20
  },
  "source": {
    "dataset": "gold.onet_role_starter_surface",
    "version": "30.3",
    "generatedAt": "2026-06-02T21:00:32.945303+00:00",
    "contentHash": "a17ba6c0a0881598"
  }
}