{
  "entityType": "role",
  "schemaVersion": "role.v1",
  "slug": "role-47-5011-00",
  "socCode": "47-5011.00",
  "title": "Derrick Operators, Oil and Gas",
  "summary": "Rig derrick equipment and operate pumps to circulate mud or fluid through drill hole.",
  "aliases": [
    "Derrick Hand",
    "Derrick Man",
    "Derrick Operator",
    "Floor Hand",
    "Derrick Worker",
    "Driller",
    "Drilling Motorman",
    "Fracturing Derrick Operator",
    "Gas Derrick Operator",
    "Oil Derrick Operator",
    "Rotary Derrick Operator",
    "Well Service Derrick Worker"
  ],
  "tasks": [
    {
      "text": "Inspect derricks, or order their inspection, prior to being raised or lowered.",
      "type": "Core",
      "iwa": "4.A.1.b.2.g"
    },
    {
      "text": "Inspect derricks for flaws, and clean and oil derricks to maintain proper working conditions.",
      "type": "Core",
      "iwa": "4.A.1.b.2.g"
    },
    {
      "text": "Control the viscosity and weight of the drilling fluid.",
      "type": "Core",
      "iwa": "4.A.3.a.1.a"
    },
    {
      "text": "Repair pumps, mud tanks, and related equipment.",
      "type": "Core",
      "iwa": "4.A.3.b.5.a"
    },
    {
      "text": "Set and bolt crown blocks to posts at tops of derricks.",
      "type": "Core",
      "iwa": "4.A.3.a.2.a"
    },
    {
      "text": "Listen to mud pumps and check regularly for vibration and other problems to ensure that rig pumps and drilling mud systems are working properly.",
      "type": "Core",
      "iwa": "4.A.1.a.2.b"
    },
    {
      "text": "Start pumps that circulate mud through drill pipes and boreholes to cool drill bits and flush out drill cuttings.",
      "type": "Core",
      "iwa": "4.A.3.a.3.b"
    },
    {
      "text": "Position and align derrick elements, using harnesses and platform climbing devices.",
      "type": "Core",
      "iwa": "4.A.3.a.2.v"
    },
    {
      "text": "Supervise crew members, and provide assistance in training them.",
      "type": "Core",
      "iwa": "4.A.4.b.3.d"
    },
    {
      "text": "Guide lengths of pipe into and out of elevators.",
      "type": "Core",
      "iwa": "4.A.3.a.2.t"
    },
    {
      "text": "Prepare mud reports, and instruct crews about the handling of any chemical additives.",
      "type": "Core",
      "iwa": "4.A.3.b.6.o"
    },
    {
      "text": "Clamp holding fixtures on ends of hoisting cables.",
      "type": "Core",
      "iwa": "4.A.3.a.3.h"
    }
  ],
  "emergingTasks": [],
  "activities": [
    {
      "name": "Inspect equipment or tools to be used in construction or excavation.",
      "iwa": "4.A.1.b.2.g"
    },
    {
      "name": "Clean equipment or facilities.",
      "iwa": "4.A.3.a.1.c"
    },
    {
      "name": "Maintain drilling equipment.",
      "iwa": "4.A.3.b.5.a"
    },
    {
      "name": "Mix substances or compounds needed for work activities.",
      "iwa": "4.A.3.a.1.a"
    },
    {
      "name": "Assemble temporary equipment or structures.",
      "iwa": "4.A.3.a.2.a"
    },
    {
      "name": "Monitor extraction operations.",
      "iwa": "4.A.1.a.2.b"
    },
    {
      "name": "Operate pumps or compressors.",
      "iwa": "4.A.3.a.3.b"
    },
    {
      "name": "Position construction or extraction equipment.",
      "iwa": "4.A.3.a.2.v"
    },
    {
      "name": "Train construction or extraction personnel.",
      "iwa": "4.A.4.b.3.d"
    },
    {
      "name": "Direct construction or extraction personnel.",
      "iwa": "4.A.4.b.4.i"
    },
    {
      "name": "Install drilling equipment.",
      "iwa": "4.A.3.a.2.t"
    },
    {
      "name": "Prepare operational reports.",
      "iwa": "4.A.3.b.6.o"
    },
    {
      "name": "Operate cranes, hoists, or other moving or lifting equipment.",
      "iwa": "4.A.3.a.3.h"
    },
    {
      "name": "Measure materials or objects for installation or assembly.",
      "iwa": "4.A.1.b.3.a"
    }
  ],
  "capabilities": [
    {
      "name": "Operations Monitoring",
      "family": "transferable_skill",
      "value": 4
    },
    {
      "name": "Multilimb Coordination",
      "family": "ability",
      "value": 4
    },
    {
      "name": "Operation and Control",
      "family": "transferable_skill",
      "value": 3.88
    },
    {
      "name": "Control Precision",
      "family": "ability",
      "value": 3.88
    },
    {
      "name": "Arm-Hand Steadiness",
      "family": "ability",
      "value": 3.75
    },
    {
      "name": "Manual Dexterity",
      "family": "ability",
      "value": 3.75
    },
    {
      "name": "Reaction Time",
      "family": "ability",
      "value": 3.75
    },
    {
      "name": "Problem Sensitivity",
      "family": "ability",
      "value": 3.63
    },
    {
      "name": "Static Strength",
      "family": "ability",
      "value": 3.63
    },
    {
      "name": "Extent Flexibility",
      "family": "ability",
      "value": 3.63
    },
    {
      "name": "Mechanical",
      "family": "knowledge",
      "value": 3.58
    },
    {
      "name": "Critical Thinking",
      "family": "essential_skill",
      "value": 3.5
    },
    {
      "name": "Trunk Strength",
      "family": "ability",
      "value": 3.5
    },
    {
      "name": "Stamina",
      "family": "ability",
      "value": 3.5
    },
    {
      "name": "Depth Perception",
      "family": "ability",
      "value": 3.5
    },
    {
      "name": "Hearing Sensitivity",
      "family": "ability",
      "value": 3.5
    },
    {
      "name": "Auditory Attention",
      "family": "ability",
      "value": 3.5
    },
    {
      "name": "Speaking",
      "family": "essential_skill",
      "value": 3.38
    },
    {
      "name": "Monitoring",
      "family": "essential_skill",
      "value": 3.38
    },
    {
      "name": "Repairing",
      "family": "transferable_skill",
      "value": 3.38
    },
    {
      "name": "Oral Expression",
      "family": "ability",
      "value": 3.38
    },
    {
      "name": "Deductive Reasoning",
      "family": "ability",
      "value": 3.38
    },
    {
      "name": "Flexibility of Closure",
      "family": "ability",
      "value": 3.38
    },
    {
      "name": "Selective Attention",
      "family": "ability",
      "value": 3.38
    },
    {
      "name": "Gross Body Equilibrium",
      "family": "ability",
      "value": 3.38
    },
    {
      "name": "Far Vision",
      "family": "ability",
      "value": 3.38
    },
    {
      "name": "Speech Clarity",
      "family": "ability",
      "value": 3.38
    },
    {
      "name": "Mathematics",
      "family": "knowledge",
      "value": 3.31
    },
    {
      "name": "Active Listening",
      "family": "essential_skill",
      "value": 3.25
    },
    {
      "name": "Complex Problem Solving",
      "family": "transferable_skill",
      "value": 3.25
    },
    {
      "name": "Troubleshooting",
      "family": "transferable_skill",
      "value": 3.25
    },
    {
      "name": "Quality Control Analysis",
      "family": "transferable_skill",
      "value": 3.25
    },
    {
      "name": "Oral Comprehension",
      "family": "ability",
      "value": 3.25
    },
    {
      "name": "Inductive Reasoning",
      "family": "ability",
      "value": 3.25
    },
    {
      "name": "Perceptual Speed",
      "family": "ability",
      "value": 3.25
    },
    {
      "name": "Visualization",
      "family": "ability",
      "value": 3.25
    },
    {
      "name": "Finger Dexterity",
      "family": "ability",
      "value": 3.25
    },
    {
      "name": "Response Orientation",
      "family": "ability",
      "value": 3.25
    },
    {
      "name": "Gross Body Coordination",
      "family": "ability",
      "value": 3.25
    },
    {
      "name": "Near Vision",
      "family": "ability",
      "value": 3.25
    }
  ],
  "skills": [
    {
      "name": "Depth Perception",
      "type": "Common Skill"
    },
    {
      "name": "Critical Thinking",
      "type": "Common Skill"
    },
    {
      "name": "Deductive Reasoning",
      "type": "Common Skill"
    },
    {
      "name": "Mathematics",
      "type": "Common Skill"
    },
    {
      "name": "Visualization",
      "type": "Specialized Skill"
    },
    {
      "name": "Speech Recognition",
      "type": "Specialized Skill"
    },
    {
      "name": "Inductive Reasoning",
      "type": "Common Skill"
    },
    {
      "name": "Finger Dexterity",
      "type": "Common Skill"
    },
    {
      "name": "Complex Problem Solving",
      "type": "Common Skill"
    },
    {
      "name": "Active Listening",
      "type": "Common Skill"
    },
    {
      "name": "English Language",
      "type": "Common Skill"
    },
    {
      "name": "Information Ordering",
      "type": "Specialized Skill"
    },
    {
      "name": "Equipment Maintenance",
      "type": "Specialized Skill"
    },
    {
      "name": "Microsoft Word",
      "type": "Common Skill"
    },
    {
      "name": "Microsoft Outlook",
      "type": "Common Skill"
    },
    {
      "name": "Microsoft Excel",
      "type": "Common Skill"
    },
    {
      "name": "Time Management",
      "type": "Common Skill"
    },
    {
      "name": "Social Perceptiveness",
      "type": "Common Skill"
    },
    {
      "name": "Reading Comprehension",
      "type": "Common Skill"
    },
    {
      "name": "Instructing",
      "type": "Specialized Skill"
    },
    {
      "name": "Writing",
      "type": "Common Skill"
    },
    {
      "name": "Learning Strategies",
      "type": "Specialized Skill"
    },
    {
      "name": "Equipment Selection",
      "type": "Specialized Skill"
    },
    {
      "name": "Active Learning",
      "type": "Common Skill"
    },
    {
      "name": "Negotiation",
      "type": "Common Skill"
    },
    {
      "name": "Physics",
      "type": "Specialized Skill"
    },
    {
      "name": "Chemistry",
      "type": "Specialized Skill"
    },
    {
      "name": "Systems Analysis",
      "type": "Specialized Skill"
    },
    {
      "name": "Psychology",
      "type": "Specialized Skill"
    },
    {
      "name": "Geography",
      "type": "Specialized Skill"
    },
    {
      "name": "Biology",
      "type": "Specialized Skill"
    },
    {
      "name": "Foreign Language",
      "type": "Common Skill"
    },
    {
      "name": "Telecommunications",
      "type": "Specialized Skill"
    },
    {
      "name": "Installation",
      "type": "Specialized Skill"
    }
  ],
  "tools": [
    {
      "example": "Microsoft Excel",
      "category": "Spreadsheet software",
      "hot": true,
      "inDemand": false
    },
    {
      "example": "Microsoft Outlook",
      "category": "Electronic mail software",
      "hot": true,
      "inDemand": false
    },
    {
      "example": "Microsoft Word",
      "category": "Word processing software",
      "hot": true,
      "inDemand": false
    }
  ],
  "workContext": [
    {
      "name": "Wear Common Protective or Safety Equipment such as Safety Shoes, Glasses, Gloves, Hearing Protection, Hard Hats, or Life Jackets",
      "value": 5
    },
    {
      "name": "Outdoors, Exposed to All Weather Conditions",
      "value": 4.99
    },
    {
      "name": "Exposed to Contaminants",
      "value": 4.99
    },
    {
      "name": "Exposed to Sounds, Noise Levels that are Distracting or Uncomfortable",
      "value": 4.94
    },
    {
      "name": "Exposed to Hazardous Equipment",
      "value": 4.83
    },
    {
      "name": "Health and Safety of Other Workers",
      "value": 4.77
    },
    {
      "name": "Exposed to Minor Burns, Cuts, Bites, or Stings",
      "value": 4.73
    },
    {
      "name": "Exposed to Very Hot or Cold Temperatures",
      "value": 4.68
    },
    {
      "name": "Spend Time Using Your Hands to Handle, Control, or Feel Objects, Tools, or Controls",
      "value": 4.64
    },
    {
      "name": "Exposed to Hazardous Conditions",
      "value": 4.62
    },
    {
      "name": "Exposed to High Places",
      "value": 4.61
    },
    {
      "name": "Contact With Others",
      "value": 4.56
    },
    {
      "name": "Work With or Contribute to a Work Group or Team",
      "value": 4.54
    },
    {
      "name": "Physical Proximity",
      "value": 4.48
    },
    {
      "name": "Spend Time Standing",
      "value": 4.48
    },
    {
      "name": "Face-to-Face Discussions with Individuals and Within Teams",
      "value": 4.32
    },
    {
      "name": "Spend Time Making Repetitive Motions",
      "value": 4.28
    },
    {
      "name": "Exposed to Extremely Bright or Inadequate Lighting Conditions",
      "value": 4.24
    },
    {
      "name": "Impact of Decisions on Co-workers or Company Results",
      "value": 4.18
    },
    {
      "name": "Importance of Repeating Same Tasks",
      "value": 4.17
    },
    {
      "name": "Spend Time Bending or Twisting Your Body",
      "value": 4.14
    },
    {
      "name": "Work Outcomes and Results of Other Workers",
      "value": 4.08
    },
    {
      "name": "Wear Specialized Protective or Safety Equipment such as Breathing Apparatus, Safety Harness, Full Protection Suits, or Radiation Protection",
      "value": 4.05
    },
    {
      "name": "Frequency of Decision Making",
      "value": 3.98
    },
    {
      "name": "Freedom to Make Decisions",
      "value": 3.94
    },
    {
      "name": "Importance of Being Exact or Accurate",
      "value": 3.93
    },
    {
      "name": "Determine Tasks, Priorities and Goals",
      "value": 3.9
    },
    {
      "name": "Exposed to Cramped Work Space, Awkward Positions",
      "value": 3.79
    },
    {
      "name": "Exposed to Whole Body Vibration",
      "value": 3.78
    },
    {
      "name": "Spend Time Walking or Running",
      "value": 3.63
    },
    {
      "name": "Coordinate or Lead Others in Accomplishing Work Activities",
      "value": 3.53
    },
    {
      "name": "Spend Time Climbing Ladders, Scaffolds, or Poles",
      "value": 3.48
    },
    {
      "name": "Conflict Situations",
      "value": 3.38
    },
    {
      "name": "Telephone Conversations",
      "value": 3.25
    },
    {
      "name": "Time Pressure",
      "value": 3.21
    },
    {
      "name": "Outdoors, Under Cover",
      "value": 3.11
    },
    {
      "name": "Pace Determined by Speed of Equipment",
      "value": 3.08
    },
    {
      "name": "Deal With External Customers or the Public in General",
      "value": 3
    },
    {
      "name": "Spend Time Kneeling, Crouching, Stooping, or Crawling",
      "value": 2.91
    },
    {
      "name": "Dealing With Unpleasant, Angry, or Discourteous People",
      "value": 2.9
    }
  ],
  "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": 68.54
      },
      {
        "label": "High School Diploma",
        "percentage": 22.91
      },
      {
        "label": "Post-Secondary Certificate",
        "percentage": 4.94
      },
      {
        "label": "Associate's Degree (or other 2-year degree)",
        "percentage": 3.6
      }
    ]
  },
  "personFit": [
    {
      "name": "Realistic",
      "family": "career_interest_type",
      "value": 7
    },
    {
      "name": "Physical/Manual Labor",
      "family": "specific_interest_area",
      "value": 6.22
    },
    {
      "name": "Mechanics/Electronics",
      "family": "specific_interest_area",
      "value": 5.22
    },
    {
      "name": "Engineering",
      "family": "specific_interest_area",
      "value": 3.82
    },
    {
      "name": "Conventional",
      "family": "career_interest_type",
      "value": 3.64
    },
    {
      "name": "Dependability",
      "family": "work_style",
      "value": 3
    },
    {
      "name": "Transportation/Machine Operation",
      "family": "specific_interest_area",
      "value": 2.7
    },
    {
      "name": "Investigative",
      "family": "career_interest_type",
      "value": 2.54
    },
    {
      "name": "Cautiousness",
      "family": "work_style",
      "value": 2.5
    },
    {
      "name": "Attention to Detail",
      "family": "work_style",
      "value": 2.08
    },
    {
      "name": "Stress Tolerance",
      "family": "work_style",
      "value": 1.99
    },
    {
      "name": "Perseverance",
      "family": "work_style",
      "value": 1.74
    },
    {
      "name": "Management/Administration",
      "family": "specific_interest_area",
      "value": 1.71
    },
    {
      "name": "Enterprising",
      "family": "career_interest_type",
      "value": 1.64
    },
    {
      "name": "Integrity",
      "family": "work_style",
      "value": 1.63
    },
    {
      "name": "Mathematics/Statistics",
      "family": "specific_interest_area",
      "value": 1.56
    }
  ],
  "relatedRoles": [
    {
      "socCode": "47-5012.00",
      "slug": "role-47-5012-00",
      "title": "Rotary Drill Operators, Oil and Gas",
      "tier": "Primary-Short"
    },
    {
      "socCode": "47-5071.00",
      "slug": "role-47-5071-00",
      "title": "Roustabouts, Oil and Gas",
      "tier": "Primary-Short"
    },
    {
      "socCode": "47-5081.00",
      "slug": "role-47-5081-00",
      "title": "Helpers--Extraction Workers",
      "tier": "Primary-Short"
    },
    {
      "socCode": "47-5023.00",
      "slug": "role-47-5023-00",
      "title": "Earth Drillers, Except Oil and Gas",
      "tier": "Primary-Short"
    },
    {
      "socCode": "53-7073.00",
      "slug": "role-53-7073-00",
      "title": "Wellhead Pumpers",
      "tier": "Primary-Short"
    },
    {
      "socCode": "47-5013.00",
      "slug": "role-47-5013-00",
      "title": "Service Unit Operators, Oil and Gas",
      "tier": "Primary-Long"
    },
    {
      "socCode": "47-2073.00",
      "slug": "role-47-2073-00",
      "title": "Operating Engineers and Other Construction Equipment Operators",
      "tier": "Primary-Long"
    },
    {
      "socCode": "53-7041.00",
      "slug": "role-53-7041-00",
      "title": "Hoist and Winch Operators",
      "tier": "Primary-Long"
    },
    {
      "socCode": "47-2072.00",
      "slug": "role-47-2072-00",
      "title": "Pile Driver Operators",
      "tier": "Primary-Long"
    },
    {
      "socCode": "53-7031.00",
      "slug": "role-53-7031-00",
      "title": "Dredge Operators",
      "tier": "Primary-Long"
    },
    {
      "socCode": "47-5041.00",
      "slug": "role-47-5041-00",
      "title": "Continuous Mining Machine Operators",
      "tier": "Supplemental"
    },
    {
      "socCode": "53-7021.00",
      "slug": "role-53-7021-00",
      "title": "Crane and Tower Operators",
      "tier": "Supplemental"
    }
  ],
  "careerClusters": [
    {
      "cluster": "Energy & Natural Resources",
      "slug": "energy-natural-resources"
    }
  ],
  "educationLevel": {
    "category": "No formal educational credential",
    "slug": "no-formal-educational-credential"
  },
  "studyPrograms": [
    {
      "title": "Construction Trades",
      "slug": "construction-trades"
    }
  ],
  "market": {
    "medianWage": 62740,
    "meanWage": 62490,
    "pct10Wage": 42930,
    "pct25Wage": 49440,
    "pct75Wage": 72820,
    "pct90Wage": 84620,
    "employment": 11040,
    "areaTitle": "U.S."
  },
  "industries": {
    "top": [
      {
        "naics": "21",
        "slug": "21",
        "title": "Mining, Quarrying, and Oil and Gas Extraction",
        "level": "Sector",
        "employment": 10560,
        "medianWage": 62400,
        "lq": 257.17
      },
      {
        "naics": "23",
        "slug": "23",
        "title": "Construction",
        "level": "Sector",
        "employment": 140,
        "medianWage": 61390,
        "lq": 0.24
      },
      {
        "naics": "54",
        "slug": "54",
        "title": "Professional, Scientific, and Technical Services",
        "level": "Sector",
        "employment": 90,
        "medianWage": 79340
      },
      {
        "naics": "541330",
        "slug": "541330",
        "title": "Engineering Services",
        "level": "National industry",
        "employment": 70,
        "medianWage": 82910
      },
      {
        "naics": "31-33",
        "slug": "31-33",
        "title": "Manufacturing",
        "level": "Sector",
        "medianWage": 42210
      }
    ],
    "concentrated": [
      {
        "naics": "21",
        "slug": "21",
        "title": "Mining, Quarrying, and Oil and Gas Extraction",
        "level": "Sector",
        "employment": 10560,
        "lq": 257.17
      },
      {
        "naics": "23",
        "slug": "23",
        "title": "Construction",
        "level": "Sector",
        "employment": 140,
        "lq": 0.24
      }
    ],
    "count": 5
  },
  "aiSignals": [
    {
      "source": "frey_osborne",
      "label": "Computerization probability",
      "score": 0.8,
      "scale": "0-1 probability",
      "release": "2013-baseline-2016-employment-snapshot"
    },
    {
      "source": "felten_aioe",
      "label": "AI occupational exposure",
      "score": -1.415002,
      "scale": "relative exposure score",
      "release": "2021-plus-generative-ai-workbooks"
    },
    {
      "source": "felten_image_generation_aioe",
      "label": "Image generation occupational exposure",
      "score": -1.35991,
      "scale": "relative exposure score",
      "release": "2021-plus-generative-ai-workbooks"
    },
    {
      "source": "felten_language_modeling_aioe",
      "label": "Language modeling occupational exposure",
      "score": -1.390568,
      "scale": "relative exposure score",
      "release": "2021-plus-generative-ai-workbooks"
    }
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    "index": {
      "value": 7,
      "percentile": 4,
      "band": "Low",
      "version": "ai-exposure-index-v1",
      "components": [
        {
          "percentile": 6,
          "source": "felten_aioe"
        },
        {
          "percentile": 3,
          "source": "openai_gpts_are_gpts"
        },
        {
          "percentile": 11,
          "source": "microsoft_working_with_ai"
        }
      ],
      "componentCount": 3
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    "exposure": [
      {
        "source": "felten_aioe",
        "label": "Overall AI exposure (Felten et al.)",
        "value": -1.415002,
        "percentile": 6,
        "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,
        "percentile": 3,
        "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": 0.05178197212294497,
        "percentile": 11,
        "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": 0.8,
      "percentile": 64,
      "band": "Moderate",
      "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,
      "gamma": 0
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    "usageTasks": [],
    "bls": {
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      "growthPercentile": 29,
      "direction": "About average",
      "annualOpeningsThousands": 1,
      "annualOpeningsPercentile": 15,
      "employment2024Thousands": 11.3,
      "employment2034Thousands": 11.3
    },
    "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": 15,
    "skills": 34,
    "capabilities": 120,
    "tools": 3,
    "relatedRoles": 20
  },
  "source": {
    "dataset": "gold.onet_role_starter_surface",
    "version": "30.3",
    "generatedAt": "2026-06-02T21:00:32.945303+00:00",
    "contentHash": "2283f247494062ac"
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}