{
  "entityType": "role",
  "schemaVersion": "role.v1",
  "slug": "role-53-7121-00",
  "socCode": "53-7121.00",
  "title": "Tank Car, Truck, and Ship Loaders",
  "summary": "Load and unload chemicals and bulk solids, such as coal, sand, and grain, into or from tank cars, trucks, or ships, using material moving equipment. May perform a variety of other tasks relating to shipment of products. May gauge or sample shipping tanks and test them for leaks.",
  "aliases": [
    "Loader",
    "Loader Operator",
    "Tankerman",
    "Truck Loader",
    "Load Out Person",
    "Loading Operator",
    "Oil Movements Operator",
    "PVC Loader (Polyvinyl Chloride Loader)",
    "Rail Car Loader",
    "Tank Car Loader",
    "Barge Loader",
    "Barges Loader"
  ],
  "tasks": [
    {
      "text": "Seal outlet valves on tank cars, barges, and trucks.",
      "type": "Core",
      "iwa": "4.A.3.a.2.d"
    },
    {
      "text": "Verify tank car, barge, or truck load numbers to ensure car placement accuracy based on written or verbal instructions.",
      "type": "Core",
      "iwa": "4.A.2.a.2.a"
    },
    {
      "text": "Connect ground cables to carry off static electricity when unloading tanker cars.",
      "type": "Supplemental",
      "iwa": "4.A.3.a.2.ah"
    },
    {
      "text": "Check conditions and weights of vessels to ensure cleanliness and compliance with loading procedures.",
      "type": "Core",
      "iwa": "4.A.1.b.2.e"
    },
    {
      "text": "Start pumps and adjust valves or cables to regulate the flow of products to vessels, using knowledge of loading procedures.",
      "type": "Core",
      "iwa": "4.A.3.a.3.b"
    },
    {
      "text": "Observe positions of cars passing loading spouts, and swing spouts into the correct positions at the appropriate times.",
      "type": "Core",
      "iwa": "4.A.1.a.2.b"
    },
    {
      "text": "Monitor product movement to and from storage tanks, coordinating activities with other workers to ensure constant product flow.",
      "type": "Core",
      "iwa": "4.A.1.a.2.b"
    },
    {
      "text": "Copy and attach load specifications to loaded tanks.",
      "type": "Supplemental",
      "iwa": "4.A.1.b.1.a"
    },
    {
      "text": "Remove and replace tank car dome caps, or direct other workers in their removal and replacement.",
      "type": "Supplemental",
      "iwa": "4.A.3.a.2.d"
    },
    {
      "text": "Operate ship loading and unloading equipment, conveyors, hoists, and other specialized material handling equipment such as railroad tank car unloading equipment.",
      "type": "Core",
      "iwa": "4.A.3.a.3.h"
    },
    {
      "text": "Test samples for specific gravity, using hydrometers, or send samples to laboratories for testing.",
      "type": "Supplemental",
      "iwa": "4.A.1.b.2.c"
    },
    {
      "text": "Test vessels for leaks, damage, and defects, and repair or replace defective parts as necessary.",
      "type": "Supplemental",
      "iwa": "4.A.1.b.2.g"
    }
  ],
  "emergingTasks": [],
  "activities": [
    {
      "name": "Verify information or specifications.",
      "iwa": "4.A.2.a.2.a"
    },
    {
      "name": "Monitor vehicle movement or location.",
      "iwa": "4.A.1.a.2.b"
    },
    {
      "name": "Position material handling equipment.",
      "iwa": "4.A.3.a.2.v"
    },
    {
      "name": "Operate cranes, hoists, or other moving or lifting equipment.",
      "iwa": "4.A.3.a.3.h"
    },
    {
      "name": "Monitor loading processes to ensure they are performed properly.",
      "iwa": "4.A.1.a.2.b"
    },
    {
      "name": "Communicate with others to coordinate material handling or movement.",
      "iwa": "4.A.4.a.2.c"
    },
    {
      "name": "Record operational or production data.",
      "iwa": "4.A.3.b.6.h"
    },
    {
      "name": "Inspect cargo areas for cleanliness or condition.",
      "iwa": "4.A.1.b.2.e"
    },
    {
      "name": "Operate vehicles or material-moving equipment.",
      "iwa": "4.A.3.a.4.a"
    },
    {
      "name": "Connect cables or electrical lines.",
      "iwa": "4.A.3.a.2.ah"
    },
    {
      "name": "Install parts, assemblies, or attachments in transportation or material handling equipment.",
      "iwa": "4.A.3.a.2.d"
    },
    {
      "name": "Test materials, solutions, or samples.",
      "iwa": "4.A.1.b.2.c"
    },
    {
      "name": "Direct maintenance or repair activities.",
      "iwa": "4.A.4.b.4.j"
    },
    {
      "name": "Measure the level or depth of water or other liquids.",
      "iwa": "4.A.1.b.3.a"
    },
    {
      "name": "Clean vessels or marine equipment.",
      "iwa": "4.A.3.a.1.c"
    },
    {
      "name": "Operate conveyors or other industrial material moving equipment.",
      "iwa": "4.A.3.a.3.f"
    },
    {
      "name": "Inspect material-moving equipment to detect problems.",
      "iwa": "4.A.1.b.2.g"
    },
    {
      "name": "Maintain material moving equipment in good working condition.",
      "iwa": "4.A.3.b.4.e"
    },
    {
      "name": "Connect hoses to equipment or machinery.",
      "iwa": "4.A.3.a.2.ah"
    },
    {
      "name": "Mark materials or objects for identification.",
      "iwa": "4.A.1.b.1.a"
    },
    {
      "name": "Control pumps or pumping equipment.",
      "iwa": "4.A.3.a.3.b"
    },
    {
      "name": "Weigh materials to ensure compliance with specifications.",
      "iwa": "4.A.1.b.3.a"
    },
    {
      "name": "Monitor availability of equipment or supplies.",
      "iwa": "4.A.4.c.3.g"
    }
  ],
  "capabilities": [
    {
      "name": "Control Precision",
      "family": "ability",
      "value": 3.88
    },
    {
      "name": "Multilimb Coordination",
      "family": "ability",
      "value": 3.88
    },
    {
      "name": "Operations Monitoring",
      "family": "transferable_skill",
      "value": 3.75
    },
    {
      "name": "Operation and Control",
      "family": "transferable_skill",
      "value": 3.75
    },
    {
      "name": "Manual Dexterity",
      "family": "ability",
      "value": 3.75
    },
    {
      "name": "Rate Control",
      "family": "ability",
      "value": 3.75
    },
    {
      "name": "Far Vision",
      "family": "ability",
      "value": 3.75
    },
    {
      "name": "Problem Sensitivity",
      "family": "ability",
      "value": 3.62
    },
    {
      "name": "Perceptual Speed",
      "family": "ability",
      "value": 3.62
    },
    {
      "name": "Reaction Time",
      "family": "ability",
      "value": 3.62
    },
    {
      "name": "Static Strength",
      "family": "ability",
      "value": 3.62
    },
    {
      "name": "Depth Perception",
      "family": "ability",
      "value": 3.62
    },
    {
      "name": "Transportation",
      "family": "knowledge",
      "value": 3.53
    },
    {
      "name": "Near Vision",
      "family": "ability",
      "value": 3.5
    },
    {
      "name": "Arm-Hand Steadiness",
      "family": "ability",
      "value": 3.38
    },
    {
      "name": "Production and Processing",
      "family": "knowledge",
      "value": 3.3
    },
    {
      "name": "English Language",
      "family": "knowledge",
      "value": 3.27
    },
    {
      "name": "Reading Comprehension",
      "family": "essential_skill",
      "value": 3.25
    },
    {
      "name": "Oral Comprehension",
      "family": "ability",
      "value": 3.25
    },
    {
      "name": "Public Safety and Security",
      "family": "knowledge",
      "value": 3.15
    },
    {
      "name": "Time Management",
      "family": "transferable_skill",
      "value": 3.12
    },
    {
      "name": "Oral Expression",
      "family": "ability",
      "value": 3.12
    },
    {
      "name": "Selective Attention",
      "family": "ability",
      "value": 3.12
    },
    {
      "name": "Finger Dexterity",
      "family": "ability",
      "value": 3.12
    },
    {
      "name": "Trunk Strength",
      "family": "ability",
      "value": 3.12
    },
    {
      "name": "Stamina",
      "family": "ability",
      "value": 3.12
    },
    {
      "name": "Extent Flexibility",
      "family": "ability",
      "value": 3.12
    },
    {
      "name": "Speech Recognition",
      "family": "ability",
      "value": 3.12
    },
    {
      "name": "Speech Clarity",
      "family": "ability",
      "value": 3.12
    },
    {
      "name": "Active Listening",
      "family": "essential_skill",
      "value": 3
    },
    {
      "name": "Writing",
      "family": "essential_skill",
      "value": 3
    },
    {
      "name": "Speaking",
      "family": "essential_skill",
      "value": 3
    },
    {
      "name": "Critical Thinking",
      "family": "essential_skill",
      "value": 3
    },
    {
      "name": "Monitoring",
      "family": "essential_skill",
      "value": 3
    },
    {
      "name": "Complex Problem Solving",
      "family": "transferable_skill",
      "value": 3
    },
    {
      "name": "Written Comprehension",
      "family": "ability",
      "value": 3
    },
    {
      "name": "Written Expression",
      "family": "ability",
      "value": 3
    },
    {
      "name": "Information Ordering",
      "family": "ability",
      "value": 3
    },
    {
      "name": "Flexibility of Closure",
      "family": "ability",
      "value": 3
    },
    {
      "name": "Visualization",
      "family": "ability",
      "value": 3
    }
  ],
  "skills": [
    {
      "name": "Depth Perception",
      "type": "Common Skill"
    },
    {
      "name": "English Language",
      "type": "Common Skill"
    },
    {
      "name": "Reading Comprehension",
      "type": "Common Skill"
    },
    {
      "name": "Time Management",
      "type": "Common Skill"
    },
    {
      "name": "Speech Recognition",
      "type": "Specialized Skill"
    },
    {
      "name": "Finger Dexterity",
      "type": "Common Skill"
    },
    {
      "name": "Writing",
      "type": "Common Skill"
    },
    {
      "name": "Visualization",
      "type": "Specialized Skill"
    },
    {
      "name": "Microsoft Excel",
      "type": "Common Skill"
    },
    {
      "name": "Linux",
      "type": "Specialized Skill"
    },
    {
      "name": "Information Ordering",
      "type": "Specialized Skill"
    },
    {
      "name": "Critical Thinking",
      "type": "Common Skill"
    },
    {
      "name": "Complex Problem Solving",
      "type": "Common Skill"
    },
    {
      "name": "Active Listening",
      "type": "Common Skill"
    },
    {
      "name": "Inductive Reasoning",
      "type": "Common Skill"
    },
    {
      "name": "Deductive Reasoning",
      "type": "Common Skill"
    },
    {
      "name": "Active Learning",
      "type": "Common Skill"
    },
    {
      "name": "Social Perceptiveness",
      "type": "Common Skill"
    },
    {
      "name": "Equipment Maintenance",
      "type": "Specialized Skill"
    },
    {
      "name": "Systems Analysis",
      "type": "Specialized Skill"
    },
    {
      "name": "Mathematics",
      "type": "Common Skill"
    },
    {
      "name": "Learning Strategies",
      "type": "Specialized Skill"
    },
    {
      "name": "Instructing",
      "type": "Specialized Skill"
    },
    {
      "name": "Equipment Selection",
      "type": "Specialized Skill"
    },
    {
      "name": "Chemistry",
      "type": "Specialized Skill"
    },
    {
      "name": "Negotiation",
      "type": "Common Skill"
    },
    {
      "name": "Telecommunications",
      "type": "Specialized Skill"
    },
    {
      "name": "Physics",
      "type": "Specialized Skill"
    },
    {
      "name": "Geography",
      "type": "Specialized Skill"
    },
    {
      "name": "Biology",
      "type": "Specialized Skill"
    },
    {
      "name": "Psychology",
      "type": "Specialized Skill"
    },
    {
      "name": "Foreign Language",
      "type": "Common Skill"
    },
    {
      "name": "Installation",
      "type": "Specialized Skill"
    }
  ],
  "tools": [
    {
      "example": "Linux",
      "category": "Operating system 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": "SAP software",
      "category": "Enterprise resource planning ERP software",
      "hot": true,
      "inDemand": false
    },
    {
      "example": "Warehouse management system WMS",
      "category": "Materials requirements planning logistics and supply chain software",
      "hot": false,
      "inDemand": true
    },
    {
      "example": "CompuWeigh GMS",
      "category": "Data base user interface and query software",
      "hot": false,
      "inDemand": false
    },
    {
      "example": "Distributed control system DCS",
      "category": "Materials requirements planning logistics and supply chain software",
      "hot": false,
      "inDemand": false
    }
  ],
  "workContext": [
    {
      "name": "Wear Common Protective or Safety Equipment such as Safety Shoes, Glasses, Gloves, Hearing Protection, Hard Hats, or Life Jackets",
      "value": 4.94
    },
    {
      "name": "Face-to-Face Discussions with Individuals and Within Teams",
      "value": 4.84
    },
    {
      "name": "Outdoors, Exposed to All Weather Conditions",
      "value": 4.76
    },
    {
      "name": "Consequence of Error",
      "value": 4.74
    },
    {
      "name": "Exposed to Contaminants",
      "value": 4.73
    },
    {
      "name": "Exposed to Hazardous Conditions",
      "value": 4.65
    },
    {
      "name": "Work With or Contribute to a Work Group or Team",
      "value": 4.61
    },
    {
      "name": "Exposed to Sounds, Noise Levels that are Distracting or Uncomfortable",
      "value": 4.58
    },
    {
      "name": "Health and Safety of Other Workers",
      "value": 4.52
    },
    {
      "name": "Contact With Others",
      "value": 4.47
    },
    {
      "name": "Time Pressure",
      "value": 4.47
    },
    {
      "name": "Importance of Being Exact or Accurate",
      "value": 4.46
    },
    {
      "name": "Importance of Repeating Same Tasks",
      "value": 4.45
    },
    {
      "name": "Frequency of Decision Making",
      "value": 4.4
    },
    {
      "name": "Telephone Conversations",
      "value": 4.39
    },
    {
      "name": "Spend Time Using Your Hands to Handle, Control, or Feel Objects, Tools, or Controls",
      "value": 4.31
    },
    {
      "name": "Exposed to Very Hot or Cold Temperatures",
      "value": 4.27
    },
    {
      "name": "In an Enclosed Vehicle or Operate Enclosed Equipment",
      "value": 4.24
    },
    {
      "name": "Exposed to Hazardous Equipment",
      "value": 4.22
    },
    {
      "name": "Exposed to High Places",
      "value": 4.2
    },
    {
      "name": "Wear Specialized Protective or Safety Equipment such as Breathing Apparatus, Safety Harness, Full Protection Suits, or Radiation Protection",
      "value": 4.18
    },
    {
      "name": "Impact of Decisions on Co-workers or Company Results",
      "value": 4.15
    },
    {
      "name": "Coordinate or Lead Others in Accomplishing Work Activities",
      "value": 4.07
    },
    {
      "name": "E-Mail",
      "value": 3.97
    },
    {
      "name": "Freedom to Make Decisions",
      "value": 3.92
    },
    {
      "name": "Indoors, Not Environmentally Controlled",
      "value": 3.91
    },
    {
      "name": "Determine Tasks, Priorities and Goals",
      "value": 3.89
    },
    {
      "name": "Spend Time Making Repetitive Motions",
      "value": 3.8
    },
    {
      "name": "Conflict Situations",
      "value": 3.71
    },
    {
      "name": "Work Outcomes and Results of Other Workers",
      "value": 3.67
    },
    {
      "name": "Exposed to Extremely Bright or Inadequate Lighting Conditions",
      "value": 3.67
    },
    {
      "name": "Spend Time Standing",
      "value": 3.62
    },
    {
      "name": "Exposed to Cramped Work Space, Awkward Positions",
      "value": 3.6
    },
    {
      "name": "Pace Determined by Speed of Equipment",
      "value": 3.56
    },
    {
      "name": "Spend Time Walking or Running",
      "value": 3.49
    },
    {
      "name": "Physical Proximity",
      "value": 3.46
    },
    {
      "name": "Spend Time Bending or Twisting Your Body",
      "value": 3.14
    },
    {
      "name": "Written Letters and Memos",
      "value": 3.09
    },
    {
      "name": "Deal With External Customers or the Public in General",
      "value": 3.05
    },
    {
      "name": "In an Open Vehicle or Operating Equipment",
      "value": 2.97
    }
  ],
  "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": 81.42
      },
      {
        "label": "Less than a High School Diploma",
        "percentage": 12.01
      },
      {
        "label": "Post-Secondary Certificate",
        "percentage": 3.89
      },
      {
        "label": "Bachelor's Degree",
        "percentage": 1.76
      },
      {
        "label": "Some College Courses",
        "percentage": 0.91
      }
    ]
  },
  "personFit": [
    {
      "name": "Realistic",
      "family": "career_interest_type",
      "value": 6.96
    },
    {
      "name": "Physical/Manual Labor",
      "family": "specific_interest_area",
      "value": 6.32
    },
    {
      "name": "Transportation/Machine Operation",
      "family": "specific_interest_area",
      "value": 6.18
    },
    {
      "name": "Conventional",
      "family": "career_interest_type",
      "value": 4.77
    },
    {
      "name": "Dependability",
      "family": "work_style",
      "value": 3
    },
    {
      "name": "Cautiousness",
      "family": "work_style",
      "value": 2.58
    },
    {
      "name": "Attention to Detail",
      "family": "work_style",
      "value": 2.31
    },
    {
      "name": "Mechanics/Electronics",
      "family": "specific_interest_area",
      "value": 2.22
    },
    {
      "name": "Investigative",
      "family": "career_interest_type",
      "value": 1.98
    },
    {
      "name": "Engineering",
      "family": "specific_interest_area",
      "value": 1.88
    },
    {
      "name": "Integrity",
      "family": "work_style",
      "value": 1.6
    },
    {
      "name": "Accounting",
      "family": "specific_interest_area",
      "value": 1.37
    },
    {
      "name": "Protective Service",
      "family": "specific_interest_area",
      "value": 1.36
    },
    {
      "name": "Agriculture",
      "family": "specific_interest_area",
      "value": 1.36
    },
    {
      "name": "Stress Tolerance",
      "family": "work_style",
      "value": 1.35
    },
    {
      "name": "Enterprising",
      "family": "career_interest_type",
      "value": 1.3
    }
  ],
  "relatedRoles": [
    {
      "socCode": "53-7051.00",
      "slug": "role-53-7051-00",
      "title": "Industrial Truck and Tractor Operators",
      "tier": "Primary-Short"
    },
    {
      "socCode": "53-7011.00",
      "slug": "role-53-7011-00",
      "title": "Conveyor Operators and Tenders",
      "tier": "Primary-Short"
    },
    {
      "socCode": "53-7062.00",
      "slug": "role-53-7062-00",
      "title": "Laborers and Freight, Stock, and Material Movers, Hand",
      "tier": "Primary-Short"
    },
    {
      "socCode": "53-7072.00",
      "slug": "role-53-7072-00",
      "title": "Pump Operators, Except Wellhead Pumpers",
      "tier": "Primary-Short"
    },
    {
      "socCode": "47-5044.00",
      "slug": "role-47-5044-00",
      "title": "Loading and Moving Machine Operators, Underground Mining",
      "tier": "Primary-Short"
    },
    {
      "socCode": "53-7041.00",
      "slug": "role-53-7041-00",
      "title": "Hoist and Winch Operators",
      "tier": "Primary-Long"
    },
    {
      "socCode": "53-7063.00",
      "slug": "role-53-7063-00",
      "title": "Machine Feeders and Offbearers",
      "tier": "Primary-Long"
    },
    {
      "socCode": "53-7021.00",
      "slug": "role-53-7021-00",
      "title": "Crane and Tower Operators",
      "tier": "Primary-Long"
    },
    {
      "socCode": "47-5022.00",
      "slug": "role-47-5022-00",
      "title": "Excavating and Loading Machine and Dragline Operators, Surface Mining",
      "tier": "Primary-Long"
    },
    {
      "socCode": "49-3042.00",
      "slug": "role-49-3042-00",
      "title": "Mobile Heavy Equipment Mechanics, Except Engines",
      "tier": "Primary-Long"
    },
    {
      "socCode": "51-8093.00",
      "slug": "role-51-8093-00",
      "title": "Petroleum Pump System Operators, Refinery Operators, and Gaugers",
      "tier": "Supplemental"
    },
    {
      "socCode": "53-3032.00",
      "slug": "role-53-3032-00",
      "title": "Heavy and Tractor-Trailer Truck Drivers",
      "tier": "Supplemental"
    }
  ],
  "careerClusters": [
    {
      "cluster": "Supply Chain & Transportation",
      "slug": "supply-chain-transportation"
    }
  ],
  "educationLevel": {
    "category": "No formal educational credential",
    "slug": "no-formal-educational-credential"
  },
  "studyPrograms": [],
  "market": {
    "medianWage": 58070,
    "meanWage": 60010,
    "pct10Wage": 38260,
    "pct25Wage": 47260,
    "pct75Wage": 71230,
    "pct90Wage": 88120,
    "employment": 10920,
    "areaTitle": "U.S."
  },
  "industries": {
    "top": [
      {
        "naics": "48-49",
        "slug": "48-49",
        "title": "Transportation and Warehousing",
        "level": "Sector",
        "employment": 6840,
        "medianWage": 60190,
        "lq": 13.07
      },
      {
        "naics": "31-33",
        "slug": "31-33",
        "title": "Manufacturing",
        "level": "Sector",
        "employment": 1840,
        "medianWage": 57150,
        "lq": 2.04
      },
      {
        "naics": "42",
        "slug": "42",
        "title": "Wholesale Trade",
        "level": "Sector",
        "employment": 960,
        "medianWage": 44160,
        "lq": 2.25
      },
      {
        "naics": "21",
        "slug": "21",
        "title": "Mining, Quarrying, and Oil and Gas Extraction",
        "level": "Sector",
        "employment": 370,
        "medianWage": 62340,
        "lq": 9.11
      },
      {
        "naics": "56",
        "slug": "56",
        "title": "Administrative and Support and Waste Management and Remediation Services",
        "level": "Sector",
        "employment": 340,
        "medianWage": 44420,
        "lq": 0.53
      },
      {
        "naics": "561320",
        "slug": "561320",
        "title": "Temporary Help Services",
        "level": "National industry",
        "employment": 220,
        "medianWage": 33320,
        "lq": 1.17
      },
      {
        "naics": "23",
        "slug": "23",
        "title": "Construction",
        "level": "Sector",
        "employment": 120,
        "medianWage": 59270,
        "lq": 0.21
      },
      {
        "naics": "44-45",
        "slug": "44-45",
        "title": "Retail Trade",
        "level": "Sector",
        "medianWage": 37960
      },
      {
        "naics": "54",
        "slug": "54",
        "title": "Professional, Scientific, and Technical Services",
        "level": "Sector",
        "medianWage": 44020
      },
      {
        "naics": "81",
        "slug": "81",
        "title": "Other Services (except Public Administration)",
        "level": "Sector",
        "medianWage": 50540
      }
    ],
    "concentrated": [
      {
        "naics": "48-49",
        "slug": "48-49",
        "title": "Transportation and Warehousing",
        "level": "Sector",
        "employment": 6840,
        "lq": 13.07
      },
      {
        "naics": "21",
        "slug": "21",
        "title": "Mining, Quarrying, and Oil and Gas Extraction",
        "level": "Sector",
        "employment": 370,
        "lq": 9.11
      },
      {
        "naics": "42",
        "slug": "42",
        "title": "Wholesale Trade",
        "level": "Sector",
        "employment": 960,
        "lq": 2.25
      },
      {
        "naics": "31-33",
        "slug": "31-33",
        "title": "Manufacturing",
        "level": "Sector",
        "employment": 1840,
        "lq": 2.04
      },
      {
        "naics": "561320",
        "slug": "561320",
        "title": "Temporary Help Services",
        "level": "National industry",
        "employment": 220,
        "lq": 1.17
      },
      {
        "naics": "56",
        "slug": "56",
        "title": "Administrative and Support and Waste Management and Remediation Services",
        "level": "Sector",
        "employment": 340,
        "lq": 0.53
      },
      {
        "naics": "23",
        "slug": "23",
        "title": "Construction",
        "level": "Sector",
        "employment": 120,
        "lq": 0.21
      }
    ],
    "count": 10
  },
  "aiSignals": [
    {
      "source": "frey_osborne",
      "label": "Computerization probability",
      "score": 0.72,
      "scale": "0-1 probability",
      "release": "2013-baseline-2016-employment-snapshot"
    },
    {
      "source": "felten_aioe",
      "label": "AI occupational exposure",
      "score": -1.38776,
      "scale": "relative exposure score",
      "release": "2021-plus-generative-ai-workbooks"
    },
    {
      "source": "felten_image_generation_aioe",
      "label": "Image generation occupational exposure",
      "score": -1.098081,
      "scale": "relative exposure score",
      "release": "2021-plus-generative-ai-workbooks"
    },
    {
      "source": "felten_language_modeling_aioe",
      "label": "Language modeling occupational exposure",
      "score": -1.403185,
      "scale": "relative exposure score",
      "release": "2021-plus-generative-ai-workbooks"
    }
  ],
  "aiOutlook": {
    "index": {
      "value": 13,
      "percentile": 9,
      "band": "Low",
      "version": "ai-exposure-index-v1",
      "components": [
        {
          "percentile": 7,
          "source": "felten_aioe"
        },
        {
          "percentile": 10,
          "source": "openai_gpts_are_gpts"
        },
        {
          "percentile": 23,
          "source": "microsoft_working_with_ai"
        }
      ],
      "componentCount": 3
    },
    "exposure": [
      {
        "source": "felten_aioe",
        "label": "Overall AI exposure (Felten et al.)",
        "value": -1.38776,
        "percentile": 7,
        "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": 0.07142857142857142,
        "percentile": 10,
        "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": 0.07991824525021723,
        "percentile": 23,
        "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": 0.72,
      "percentile": 59,
      "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": 0.07142857142857142,
      "beta": 0.07142857142857142,
      "gamma": 0.07142857142857142
    },
    "usageTasks": [],
    "bls": {
      "growthPercent": 4.3,
      "growthPercentile": 67,
      "direction": "About average",
      "annualOpeningsThousands": 1.3,
      "annualOpeningsPercentile": 20,
      "employment2024Thousands": 12,
      "employment2034Thousands": 12.5
    },
    "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": 19,
    "skills": 33,
    "capabilities": 120,
    "tools": 7,
    "relatedRoles": 20
  },
  "source": {
    "dataset": "gold.onet_role_starter_surface",
    "version": "30.3",
    "generatedAt": "2026-06-02T21:00:32.945303+00:00",
    "contentHash": "a6a362fbcb62a2c3"
  }
}