{
  "entityType": "role",
  "schemaVersion": "role.v1",
  "slug": "role-49-9011-00",
  "socCode": "49-9011.00",
  "title": "Mechanical Door Repairers",
  "summary": "Install, service, or repair automatic door mechanisms and hydraulic doors. Includes garage door mechanics.",
  "aliases": [
    "Door Installer",
    "Garage Door Installer",
    "Garage Door Technician",
    "Service Technician",
    "Commercial Door Installer",
    "Commercial Installer",
    "Door Technician",
    "Installation Technician",
    "Residential Door Installer",
    "Automated Access Systems Technician",
    "Automatic Door Mechanic",
    "Automatic Door Technician"
  ],
  "tasks": [
    {
      "text": "Wind large springs with upward motion of arm.",
      "type": "Core",
      "iwa": "4.A.3.a.2.d"
    },
    {
      "text": "Adjust doors to open or close with the correct amount of effort, or make simple adjustments to electric openers.",
      "type": "Core",
      "iwa": "4.A.3.a.2.i"
    },
    {
      "text": "Order replacement springs, sections, or slats.",
      "type": "Supplemental",
      "iwa": "4.A.4.c.3.e"
    },
    {
      "text": "Carry springs to tops of doors, using ladders or scaffolding, and attach springs to tracks to install spring systems.",
      "type": "Core",
      "iwa": "4.A.3.a.1.j"
    },
    {
      "text": "Repair or replace worn or broken door parts, using hand tools.",
      "type": "Core",
      "iwa": "4.A.3.b.4.c"
    },
    {
      "text": "Complete required paperwork, such as work orders, according to services performed or required.",
      "type": "Core",
      "iwa": "4.A.3.b.6.h"
    },
    {
      "text": "Fasten angle iron back-hangers to ceilings and tracks, using fasteners or welding equipment.",
      "type": "Core",
      "iwa": "4.A.3.a.2.d"
    },
    {
      "text": "Collect payment upon job completion.",
      "type": "Core",
      "iwa": "4.A.4.c.3.d"
    },
    {
      "text": "Install door frames, rails, steel rolling curtains, electronic-eye mechanisms, or electric door openers and closers, using power tools, hand tools, and electronic test equipment.",
      "type": "Core",
      "iwa": "4.A.3.a.2.a"
    },
    {
      "text": "Inspect job sites, assessing headroom, side room, or other conditions to determine appropriateness of door for a given location.",
      "type": "Core",
      "iwa": "4.A.1.a.1.f"
    },
    {
      "text": "Assemble and fasten tracks to structures or bucks, using impact wrenches or welding equipment.",
      "type": "Core",
      "iwa": "4.A.3.a.2.a"
    },
    {
      "text": "Set doors into place or stack hardware sections into openings after rail or track installation.",
      "type": "Core",
      "iwa": "4.A.3.a.2.v"
    }
  ],
  "emergingTasks": [],
  "activities": [
    {
      "name": "Drill holes in parts, equipment, or materials.",
      "iwa": "4.A.3.a.2.ad"
    },
    {
      "name": "Adjust equipment to ensure optimal performance.",
      "iwa": "4.A.3.a.2.i"
    },
    {
      "name": "Assemble mechanical components or machine parts.",
      "iwa": "4.A.3.a.2.d"
    },
    {
      "name": "Gather information about work conditions or locations.",
      "iwa": "4.A.1.a.1.f"
    },
    {
      "name": "Collect payments for goods or services.",
      "iwa": "4.A.4.c.3.d"
    },
    {
      "name": "Document operational activities.",
      "iwa": "4.A.3.b.6.h"
    },
    {
      "name": "Replace worn, damaged, or defective mechanical parts.",
      "iwa": "4.A.3.b.4.c"
    },
    {
      "name": "Repair worn, damaged, or defective mechanical parts.",
      "iwa": "4.A.3.b.4.c"
    },
    {
      "name": "Move materials, equipment, or supplies.",
      "iwa": "4.A.3.a.1.j"
    },
    {
      "name": "Position equipment using hand tools, power tools, or heavy equipment.",
      "iwa": "4.A.3.a.2.v"
    },
    {
      "name": "Disassemble equipment for maintenance or repair.",
      "iwa": "4.A.3.a.2.s"
    },
    {
      "name": "Remove parts or components from equipment.",
      "iwa": "4.A.3.a.2.s"
    },
    {
      "name": "Install hardware or other interior fixtures.",
      "iwa": "4.A.3.a.2.a"
    },
    {
      "name": "Assemble structural components.",
      "iwa": "4.A.3.a.2.a"
    },
    {
      "name": "Run wiring to connect equipment.",
      "iwa": "4.A.3.a.2.ah"
    },
    {
      "name": "Cut materials according to specifications or needs.",
      "iwa": "4.A.3.a.2.l"
    },
    {
      "name": "Interpret blueprints, specifications, or diagrams to inform installation, development or operation activities.",
      "iwa": "4.A.1.a.1.b"
    },
    {
      "name": "Move large objects using heavy equipment.",
      "iwa": "4.A.3.a.1.j"
    },
    {
      "name": "Order materials, supplies, or equipment.",
      "iwa": "4.A.4.c.3.e"
    },
    {
      "name": "Assemble electrical components, subsystems, or systems.",
      "iwa": "4.A.3.a.2.d"
    },
    {
      "name": "Connect electrical components or equipment.",
      "iwa": "4.A.3.a.2.ah"
    },
    {
      "name": "Lubricate equipment to allow proper functioning.",
      "iwa": "4.A.3.b.5.a"
    },
    {
      "name": "Install structural foundations.",
      "iwa": "4.A.3.a.2.a"
    },
    {
      "name": "Fabricate parts or components.",
      "iwa": "4.A.3.a.2.aa"
    },
    {
      "name": "Clean equipment, parts, or tools to repair or maintain them in good working order.",
      "iwa": "4.A.3.a.1.c"
    },
    {
      "name": "Test mechanical equipment to ensure proper functioning.",
      "iwa": "4.A.1.b.2.l"
    }
  ],
  "capabilities": [
    {
      "name": "Mechanical",
      "family": "knowledge",
      "value": 3.92
    },
    {
      "name": "Arm-Hand Steadiness",
      "family": "ability",
      "value": 3.88
    },
    {
      "name": "Manual Dexterity",
      "family": "ability",
      "value": 3.88
    },
    {
      "name": "Customer and Personal Service",
      "family": "knowledge",
      "value": 3.84
    },
    {
      "name": "Near Vision",
      "family": "ability",
      "value": 3.75
    },
    {
      "name": "Building and Construction",
      "family": "knowledge",
      "value": 3.73
    },
    {
      "name": "Problem Sensitivity",
      "family": "ability",
      "value": 3.62
    },
    {
      "name": "Trunk Strength",
      "family": "ability",
      "value": 3.62
    },
    {
      "name": "Critical Thinking",
      "family": "essential_skill",
      "value": 3.5
    },
    {
      "name": "Finger Dexterity",
      "family": "ability",
      "value": 3.38
    },
    {
      "name": "Static Strength",
      "family": "ability",
      "value": 3.38
    },
    {
      "name": "Extent Flexibility",
      "family": "ability",
      "value": 3.38
    },
    {
      "name": "Quality Control Analysis",
      "family": "transferable_skill",
      "value": 3.25
    },
    {
      "name": "Oral Comprehension",
      "family": "ability",
      "value": 3.25
    },
    {
      "name": "Reading Comprehension",
      "family": "essential_skill",
      "value": 3.12
    },
    {
      "name": "Active Listening",
      "family": "essential_skill",
      "value": 3.12
    },
    {
      "name": "Speaking",
      "family": "essential_skill",
      "value": 3.12
    },
    {
      "name": "Installation",
      "family": "transferable_skill",
      "value": 3.12
    },
    {
      "name": "Written Comprehension",
      "family": "ability",
      "value": 3.12
    },
    {
      "name": "Oral Expression",
      "family": "ability",
      "value": 3.12
    },
    {
      "name": "Information Ordering",
      "family": "ability",
      "value": 3.12
    },
    {
      "name": "Control Precision",
      "family": "ability",
      "value": 3.12
    },
    {
      "name": "Multilimb Coordination",
      "family": "ability",
      "value": 3.12
    },
    {
      "name": "Speech Recognition",
      "family": "ability",
      "value": 3.12
    },
    {
      "name": "Speech Clarity",
      "family": "ability",
      "value": 3.12
    },
    {
      "name": "Engineering and Technology",
      "family": "knowledge",
      "value": 3.09
    },
    {
      "name": "Active Learning",
      "family": "essential_skill",
      "value": 3
    },
    {
      "name": "Monitoring",
      "family": "essential_skill",
      "value": 3
    },
    {
      "name": "Social Perceptiveness",
      "family": "transferable_skill",
      "value": 3
    },
    {
      "name": "Coordination",
      "family": "transferable_skill",
      "value": 3
    },
    {
      "name": "Instructing",
      "family": "transferable_skill",
      "value": 3
    },
    {
      "name": "Service Orientation",
      "family": "transferable_skill",
      "value": 3
    },
    {
      "name": "Complex Problem Solving",
      "family": "transferable_skill",
      "value": 3
    },
    {
      "name": "Operations Monitoring",
      "family": "transferable_skill",
      "value": 3
    },
    {
      "name": "Repairing",
      "family": "transferable_skill",
      "value": 3
    },
    {
      "name": "Written Expression",
      "family": "ability",
      "value": 3
    },
    {
      "name": "Deductive Reasoning",
      "family": "ability",
      "value": 3
    },
    {
      "name": "Inductive Reasoning",
      "family": "ability",
      "value": 3
    },
    {
      "name": "Visualization",
      "family": "ability",
      "value": 3
    },
    {
      "name": "Gross Body Coordination",
      "family": "ability",
      "value": 3
    }
  ],
  "skills": [
    {
      "name": "Critical Thinking",
      "type": "Common Skill"
    },
    {
      "name": "Finger Dexterity",
      "type": "Common Skill"
    },
    {
      "name": "Speech Recognition",
      "type": "Specialized Skill"
    },
    {
      "name": "Reading Comprehension",
      "type": "Common Skill"
    },
    {
      "name": "Installation",
      "type": "Specialized Skill"
    },
    {
      "name": "Information Ordering",
      "type": "Specialized Skill"
    },
    {
      "name": "Active Listening",
      "type": "Common Skill"
    },
    {
      "name": "Visualization",
      "type": "Specialized Skill"
    },
    {
      "name": "Social Perceptiveness",
      "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": "Instructing",
      "type": "Specialized Skill"
    },
    {
      "name": "Inductive Reasoning",
      "type": "Common Skill"
    },
    {
      "name": "Facebook",
      "type": "Specialized Skill"
    },
    {
      "name": "Depth Perception",
      "type": "Common Skill"
    },
    {
      "name": "Deductive Reasoning",
      "type": "Common Skill"
    },
    {
      "name": "Complex Problem Solving",
      "type": "Common Skill"
    },
    {
      "name": "Active Learning",
      "type": "Common Skill"
    },
    {
      "name": "Mathematics",
      "type": "Common Skill"
    },
    {
      "name": "Time Management",
      "type": "Common Skill"
    },
    {
      "name": "English Language",
      "type": "Common Skill"
    },
    {
      "name": "Writing",
      "type": "Common Skill"
    },
    {
      "name": "Equipment Selection",
      "type": "Specialized Skill"
    },
    {
      "name": "Equipment Maintenance",
      "type": "Specialized Skill"
    },
    {
      "name": "Negotiation",
      "type": "Common Skill"
    },
    {
      "name": "Learning Strategies",
      "type": "Specialized Skill"
    },
    {
      "name": "Physics",
      "type": "Specialized Skill"
    },
    {
      "name": "Systems Analysis",
      "type": "Specialized Skill"
    },
    {
      "name": "Telecommunications",
      "type": "Specialized Skill"
    },
    {
      "name": "Geography",
      "type": "Specialized Skill"
    },
    {
      "name": "Psychology",
      "type": "Specialized Skill"
    },
    {
      "name": "Chemistry",
      "type": "Specialized Skill"
    },
    {
      "name": "Foreign Language",
      "type": "Common Skill"
    },
    {
      "name": "Biology",
      "type": "Specialized Skill"
    },
    {
      "name": "Presentation Software",
      "type": "Specialized Skill"
    }
  ],
  "tools": [
    {
      "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 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": "Route mapping software",
      "category": "Route navigation software",
      "hot": false,
      "inDemand": false
    },
    {
      "example": "Web browser software",
      "category": "Internet browser software",
      "hot": false,
      "inDemand": false
    },
    {
      "example": "Work order software",
      "category": "Data base user interface and query software",
      "hot": false,
      "inDemand": false
    }
  ],
  "workContext": [
    {
      "name": "Telephone Conversations",
      "value": 4.79
    },
    {
      "name": "In an Enclosed Vehicle or Operate Enclosed Equipment",
      "value": 4.69
    },
    {
      "name": "Wear Common Protective or Safety Equipment such as Safety Shoes, Glasses, Gloves, Hearing Protection, Hard Hats, or Life Jackets",
      "value": 4.51
    },
    {
      "name": "Face-to-Face Discussions with Individuals and Within Teams",
      "value": 4.49
    },
    {
      "name": "Contact With Others",
      "value": 4.38
    },
    {
      "name": "Spend Time Using Your Hands to Handle, Control, or Feel Objects, Tools, or Controls",
      "value": 4.32
    },
    {
      "name": "Freedom to Make Decisions",
      "value": 4.27
    },
    {
      "name": "Frequency of Decision Making",
      "value": 4.17
    },
    {
      "name": "Exposed to Very Hot or Cold Temperatures",
      "value": 4.16
    },
    {
      "name": "Outdoors, Exposed to All Weather Conditions",
      "value": 4.14
    },
    {
      "name": "Exposed to High Places",
      "value": 4.1
    },
    {
      "name": "Exposed to Hazardous Equipment",
      "value": 4.05
    },
    {
      "name": "Spend Time Standing",
      "value": 4.03
    },
    {
      "name": "Impact of Decisions on Co-workers or Company Results",
      "value": 4.03
    },
    {
      "name": "Determine Tasks, Priorities and Goals",
      "value": 4
    },
    {
      "name": "Time Pressure",
      "value": 4
    },
    {
      "name": "Work With or Contribute to a Work Group or Team",
      "value": 3.91
    },
    {
      "name": "Physical Proximity",
      "value": 3.91
    },
    {
      "name": "Importance of Being Exact or Accurate",
      "value": 3.9
    },
    {
      "name": "Deal With External Customers or the Public in General",
      "value": 3.88
    },
    {
      "name": "Indoors, Not Environmentally Controlled",
      "value": 3.87
    },
    {
      "name": "Outdoors, Under Cover",
      "value": 3.72
    },
    {
      "name": "Exposed to Sounds, Noise Levels that are Distracting or Uncomfortable",
      "value": 3.72
    },
    {
      "name": "Exposed to Contaminants",
      "value": 3.72
    },
    {
      "name": "Exposed to Minor Burns, Cuts, Bites, or Stings",
      "value": 3.72
    },
    {
      "name": "Spend Time Climbing Ladders, Scaffolds, or Poles",
      "value": 3.63
    },
    {
      "name": "Exposed to Extremely Bright or Inadequate Lighting Conditions",
      "value": 3.55
    },
    {
      "name": "Spend Time Bending or Twisting Your Body",
      "value": 3.41
    },
    {
      "name": "Spend Time Making Repetitive Motions",
      "value": 3.41
    },
    {
      "name": "Exposed to Cramped Work Space, Awkward Positions",
      "value": 3.33
    },
    {
      "name": "Level of Competition",
      "value": 3.2
    },
    {
      "name": "Importance of Repeating Same Tasks",
      "value": 3.18
    },
    {
      "name": "Work Outcomes and Results of Other Workers",
      "value": 3.1
    },
    {
      "name": "Coordinate or Lead Others in Accomplishing Work Activities",
      "value": 3.08
    },
    {
      "name": "Spend Time Kneeling, Crouching, Stooping, or Crawling",
      "value": 3.08
    },
    {
      "name": "Consequence of Error",
      "value": 2.99
    },
    {
      "name": "E-Mail",
      "value": 2.98
    },
    {
      "name": "Health and Safety of Other Workers",
      "value": 2.87
    },
    {
      "name": "Spend Time Walking or Running",
      "value": 2.82
    },
    {
      "name": "Written Letters and Memos",
      "value": 2.78
    }
  ],
  "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": 70.83
      },
      {
        "label": "Less than a High School Diploma",
        "percentage": 17.25
      },
      {
        "label": "Post-Secondary Certificate",
        "percentage": 11.8
      },
      {
        "label": "Some College Courses",
        "percentage": 0.12
      }
    ]
  },
  "personFit": [
    {
      "name": "Realistic",
      "family": "career_interest_type",
      "value": 6.87
    },
    {
      "name": "Physical/Manual Labor",
      "family": "specific_interest_area",
      "value": 5.91
    },
    {
      "name": "Mechanics/Electronics",
      "family": "specific_interest_area",
      "value": 5.76
    },
    {
      "name": "Conventional",
      "family": "career_interest_type",
      "value": 3.96
    },
    {
      "name": "Engineering",
      "family": "specific_interest_area",
      "value": 3.6
    },
    {
      "name": "Construction/Woodwork",
      "family": "specific_interest_area",
      "value": 2.5
    },
    {
      "name": "Dependability",
      "family": "work_style",
      "value": 2.25
    },
    {
      "name": "Attention to Detail",
      "family": "work_style",
      "value": 2.05
    },
    {
      "name": "Transportation/Machine Operation",
      "family": "specific_interest_area",
      "value": 2
    },
    {
      "name": "Investigative",
      "family": "career_interest_type",
      "value": 1.78
    },
    {
      "name": "Cautiousness",
      "family": "work_style",
      "value": 1.66
    },
    {
      "name": "Social",
      "family": "career_interest_type",
      "value": 1.46
    },
    {
      "name": "Personal Service",
      "family": "specific_interest_area",
      "value": 1.46
    },
    {
      "name": "Integrity",
      "family": "work_style",
      "value": 1.37
    },
    {
      "name": "Information Technology",
      "family": "specific_interest_area",
      "value": 1.27
    },
    {
      "name": "Sales",
      "family": "specific_interest_area",
      "value": 1.27
    }
  ],
  "relatedRoles": [
    {
      "socCode": "47-2121.00",
      "slug": "role-47-2121-00",
      "title": "Glaziers",
      "tier": "Primary-Short"
    },
    {
      "socCode": "47-4021.00",
      "slug": "role-47-4021-00",
      "title": "Elevator and Escalator Installers and Repairers",
      "tier": "Primary-Short"
    },
    {
      "socCode": "49-9094.00",
      "slug": "role-49-9094-00",
      "title": "Locksmiths and Safe Repairers",
      "tier": "Primary-Short"
    },
    {
      "socCode": "49-9098.00",
      "slug": "role-49-9098-00",
      "title": "Helpers--Installation, Maintenance, and Repair Workers",
      "tier": "Primary-Short"
    },
    {
      "socCode": "49-9071.00",
      "slug": "role-49-9071-00",
      "title": "Maintenance and Repair Workers, General",
      "tier": "Primary-Short"
    },
    {
      "socCode": "47-2211.00",
      "slug": "role-47-2211-00",
      "title": "Sheet Metal Workers",
      "tier": "Primary-Long"
    },
    {
      "socCode": "49-3043.00",
      "slug": "role-49-3043-00",
      "title": "Rail Car Repairers",
      "tier": "Primary-Long"
    },
    {
      "socCode": "47-2221.00",
      "slug": "role-47-2221-00",
      "title": "Structural Iron and Steel Workers",
      "tier": "Primary-Long"
    },
    {
      "socCode": "47-2111.00",
      "slug": "role-47-2111-00",
      "title": "Electricians",
      "tier": "Primary-Long"
    },
    {
      "socCode": "49-2096.00",
      "slug": "role-49-2096-00",
      "title": "Electronic Equipment Installers and Repairers, Motor Vehicles",
      "tier": "Primary-Long"
    },
    {
      "socCode": "47-2031.00",
      "slug": "role-47-2031-00",
      "title": "Carpenters",
      "tier": "Supplemental"
    },
    {
      "socCode": "47-3015.00",
      "slug": "role-47-3015-00",
      "title": "Helpers--Pipelayers, Plumbers, Pipefitters, and Steamfitters",
      "tier": "Supplemental"
    }
  ],
  "careerClusters": [
    {
      "cluster": "Construction",
      "slug": "construction"
    }
  ],
  "educationLevel": {
    "category": "High school diploma or equivalent",
    "slug": "high-school-diploma-or-equivalent"
  },
  "studyPrograms": [],
  "market": {
    "medianWage": 51050,
    "meanWage": 54110,
    "pct10Wage": 37160,
    "pct25Wage": 44720,
    "pct75Wage": 61350,
    "pct90Wage": 73160,
    "employment": 27970,
    "areaTitle": "U.S."
  },
  "industries": {
    "top": [
      {
        "naics": "23",
        "slug": "23",
        "title": "Construction",
        "level": "Sector",
        "employment": 20550,
        "medianWage": 52240,
        "lq": 13.95
      },
      {
        "naics": "238290",
        "slug": "238290",
        "title": "Other Building Equipment Contractors",
        "level": "National industry",
        "employment": 8470,
        "medianWage": 57940,
        "lq": 304.06
      },
      {
        "naics": "44-45",
        "slug": "44-45",
        "title": "Retail Trade",
        "level": "Sector",
        "employment": 5580,
        "medianWage": 49510,
        "lq": 1.97
      },
      {
        "naics": "31-33",
        "slug": "31-33",
        "title": "Manufacturing",
        "level": "Sector",
        "employment": 650,
        "medianWage": 50470,
        "lq": 0.28
      },
      {
        "naics": "42",
        "slug": "42",
        "title": "Wholesale Trade",
        "level": "Sector",
        "employment": 630,
        "medianWage": 59970,
        "lq": 0.58
      },
      {
        "naics": "81",
        "slug": "81",
        "title": "Other Services (except Public Administration)",
        "level": "Sector",
        "employment": 310,
        "medianWage": 61420,
        "lq": 0.39
      },
      {
        "naics": "238310",
        "slug": "238310",
        "title": "Drywall and Insulation Contractors",
        "level": "National industry",
        "employment": 100,
        "medianWage": 53060,
        "lq": 2.24
      },
      {
        "naics": "56",
        "slug": "56",
        "title": "Administrative and Support and Waste Management and Remediation Services",
        "level": "Sector",
        "medianWage": 52000
      },
      {
        "naics": "561320",
        "slug": "561320",
        "title": "Temporary Help Services",
        "level": "National industry",
        "medianWage": 52000
      }
    ],
    "concentrated": [
      {
        "naics": "238290",
        "slug": "238290",
        "title": "Other Building Equipment Contractors",
        "level": "National industry",
        "employment": 8470,
        "lq": 304.06
      },
      {
        "naics": "23",
        "slug": "23",
        "title": "Construction",
        "level": "Sector",
        "employment": 20550,
        "lq": 13.95
      },
      {
        "naics": "238310",
        "slug": "238310",
        "title": "Drywall and Insulation Contractors",
        "level": "National industry",
        "employment": 100,
        "lq": 2.24
      },
      {
        "naics": "44-45",
        "slug": "44-45",
        "title": "Retail Trade",
        "level": "Sector",
        "employment": 5580,
        "lq": 1.97
      },
      {
        "naics": "42",
        "slug": "42",
        "title": "Wholesale Trade",
        "level": "Sector",
        "employment": 630,
        "lq": 0.58
      },
      {
        "naics": "81",
        "slug": "81",
        "title": "Other Services (except Public Administration)",
        "level": "Sector",
        "employment": 310,
        "lq": 0.39
      },
      {
        "naics": "31-33",
        "slug": "31-33",
        "title": "Manufacturing",
        "level": "Sector",
        "employment": 650,
        "lq": 0.28
      }
    ],
    "count": 9
  },
  "aiSignals": [
    {
      "source": "frey_osborne",
      "label": "Computerization probability",
      "score": 0.91,
      "scale": "0-1 probability",
      "release": "2013-baseline-2016-employment-snapshot"
    },
    {
      "source": "felten_aioe",
      "label": "AI occupational exposure",
      "score": -1.383152,
      "scale": "relative exposure score",
      "release": "2021-plus-generative-ai-workbooks"
    },
    {
      "source": "felten_image_generation_aioe",
      "label": "Image generation occupational exposure",
      "score": -1.186684,
      "scale": "relative exposure score",
      "release": "2021-plus-generative-ai-workbooks"
    },
    {
      "source": "felten_language_modeling_aioe",
      "label": "Language modeling occupational exposure",
      "score": -1.281903,
      "scale": "relative exposure score",
      "release": "2021-plus-generative-ai-workbooks"
    }
  ],
  "aiOutlook": {
    "index": {
      "value": 17,
      "percentile": 14,
      "band": "Low",
      "version": "ai-exposure-index-v1",
      "components": [
        {
          "percentile": 7,
          "source": "felten_aioe"
        },
        {
          "percentile": 23,
          "source": "openai_gpts_are_gpts"
        },
        {
          "percentile": 22,
          "source": "microsoft_working_with_ai"
        }
      ],
      "componentCount": 3
    },
    "exposure": [
      {
        "source": "felten_aioe",
        "label": "Overall AI exposure (Felten et al.)",
        "value": -1.383152,
        "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": 0.18181818181818182,
        "percentile": 23,
        "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": 0.07932645439779445,
        "percentile": 22,
        "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": 0.91,
      "percentile": 81,
      "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": 0.09090909090909091,
      "beta": 0.13636363636363635,
      "gamma": 0.18181818181818182
    },
    "usageTasks": [],
    "bls": {
      "growthPercent": 11.4,
      "growthPercentile": 94,
      "direction": "Growing fast",
      "annualOpeningsThousands": 2.7,
      "annualOpeningsPercentile": 35,
      "employment2024Thousands": 28.4,
      "employment2034Thousands": 31.7
    },
    "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": 37,
    "capabilities": 120,
    "tools": 9,
    "relatedRoles": 20
  },
  "source": {
    "dataset": "gold.onet_role_starter_surface",
    "version": "30.3",
    "generatedAt": "2026-06-02T21:00:32.945303+00:00",
    "contentHash": "7c0b5a6726449960"
  }
}