{
  "entityType": "role",
  "schemaVersion": "role.v1",
  "slug": "role-31-9093-00",
  "socCode": "31-9093.00",
  "title": "Medical Equipment Preparers",
  "summary": "Prepare, sterilize, install, or clean laboratory or healthcare equipment. May perform routine laboratory tasks and operate or inspect equipment.",
  "aliases": [
    "Central Service Technician (CST)",
    "Central Sterile Supply Technician (CSS Technician)",
    "Certified Registered Central Service Technician (CRCST)",
    "Sterile Processing Technician (Sterile Processing Tech)",
    "Central Processing Technician (CPT)",
    "Instrument Technician",
    "Sterile Preparation Technician",
    "Sterile Processing and Distribution Technician (SPD Tech)",
    "Sterile Technician",
    "Sterilization Technician",
    "Aseptic Technician (Aseptic Tech)",
    "Bandage Maker"
  ],
  "tasks": [
    {
      "text": "Operate and maintain steam autoclaves, keeping records of loads completed, items in loads, and maintenance procedures performed.",
      "type": "Core",
      "iwa": "4.A.3.a.1.i"
    },
    {
      "text": "Clean instruments to prepare them for sterilization.",
      "type": "Core",
      "iwa": "4.A.3.a.1.i"
    },
    {
      "text": "Organize and assemble routine or specialty surgical instrument trays or other sterilized supplies, filling special requests as needed.",
      "type": "Core",
      "iwa": "4.A.3.a.2.k"
    },
    {
      "text": "Record sterilizer test results.",
      "type": "Core",
      "iwa": "4.A.3.b.6.k"
    },
    {
      "text": "Examine equipment to detect leaks, worn or loose parts, or other indications of disrepair.",
      "type": "Core",
      "iwa": "4.A.1.a.2.a"
    },
    {
      "text": "Report defective equipment to appropriate supervisors or staff.",
      "type": "Core",
      "iwa": "4.A.1.a.2.a"
    },
    {
      "text": "Disinfect and sterilize equipment, such as respirators, hospital beds, or oxygen or dialysis equipment, using sterilizers, aerators, or washers.",
      "type": "Supplemental",
      "iwa": "4.A.3.a.1.i"
    },
    {
      "text": "Maintain records of inventory or equipment usage and order medical instruments or supplies when inventory is low.",
      "type": "Core",
      "iwa": "4.A.4.c.3.g"
    },
    {
      "text": "Stock crash carts or other medical supplies.",
      "type": "Core",
      "iwa": "4.A.3.a.2.ak"
    },
    {
      "text": "Start equipment and observe gauges and equipment operation to detect malfunctions and to ensure equipment is operating to prescribed standards.",
      "type": "Core",
      "iwa": "4.A.1.a.2.a"
    },
    {
      "text": "Check sterile supplies to ensure that they are not outdated.",
      "type": "Core",
      "iwa": "4.A.4.c.3.g"
    },
    {
      "text": "Purge wastes from equipment by connecting equipment to water sources and flushing water through systems.",
      "type": "Supplemental",
      "iwa": "4.A.3.a.1.i"
    }
  ],
  "emergingTasks": [
    {
      "text": "Order medical supplies for healthcare facilities or laboratories."
    }
  ],
  "activities": [
    {
      "name": "Stock medical or patient care supplies.",
      "iwa": "4.A.3.a.2.ak"
    },
    {
      "name": "Inventory medical supplies or equipment.",
      "iwa": "4.A.4.c.3.g"
    },
    {
      "name": "Prepare medical instruments or equipment for use.",
      "iwa": "4.A.3.a.2.k"
    },
    {
      "name": "Clean medical equipment.",
      "iwa": "4.A.3.a.1.i"
    },
    {
      "name": "Operate medical equipment.",
      "iwa": "4.A.3.a.3.d"
    },
    {
      "name": "Maintain medical equipment or instruments.",
      "iwa": "4.A.3.b.4.f"
    },
    {
      "name": "Record vital statistics or other health information.",
      "iwa": "4.A.3.b.6.k"
    },
    {
      "name": "Monitor medical equipment to ensure proper functioning.",
      "iwa": "4.A.1.a.2.a"
    },
    {
      "name": "Attend educational events to update medical knowledge.",
      "iwa": "4.A.2.b.3.a"
    },
    {
      "name": "Transport biological or other medical materials.",
      "iwa": "4.A.3.a.1.j"
    },
    {
      "name": "Deliver items.",
      "iwa": "4.A.3.a.1.j"
    },
    {
      "name": "Assist practitioners to perform medical procedures.",
      "iwa": "4.A.4.a.5.k"
    },
    {
      "name": "Assist healthcare practitioners during examinations or treatments.",
      "iwa": "4.A.4.a.5.k"
    }
  ],
  "capabilities": [
    {
      "name": "Customer and Personal Service",
      "family": "knowledge",
      "value": 4.53
    },
    {
      "name": "Near Vision",
      "family": "ability",
      "value": 3.88
    },
    {
      "name": "English Language",
      "family": "knowledge",
      "value": 3.87
    },
    {
      "name": "Problem Sensitivity",
      "family": "ability",
      "value": 3.75
    },
    {
      "name": "Oral Comprehension",
      "family": "ability",
      "value": 3.62
    },
    {
      "name": "Critical Thinking",
      "family": "essential_skill",
      "value": 3.5
    },
    {
      "name": "Biology",
      "family": "knowledge",
      "value": 3.39
    },
    {
      "name": "Monitoring",
      "family": "essential_skill",
      "value": 3.38
    },
    {
      "name": "Quality Control Analysis",
      "family": "transferable_skill",
      "value": 3.38
    },
    {
      "name": "Active Listening",
      "family": "essential_skill",
      "value": 3.25
    },
    {
      "name": "Operations Monitoring",
      "family": "transferable_skill",
      "value": 3.25
    },
    {
      "name": "Oral Expression",
      "family": "ability",
      "value": 3.25
    },
    {
      "name": "Written Expression",
      "family": "ability",
      "value": 3.25
    },
    {
      "name": "Deductive Reasoning",
      "family": "ability",
      "value": 3.25
    },
    {
      "name": "Information Ordering",
      "family": "ability",
      "value": 3.25
    },
    {
      "name": "Perceptual Speed",
      "family": "ability",
      "value": 3.25
    },
    {
      "name": "Arm-Hand Steadiness",
      "family": "ability",
      "value": 3.25
    },
    {
      "name": "Manual Dexterity",
      "family": "ability",
      "value": 3.25
    },
    {
      "name": "Finger Dexterity",
      "family": "ability",
      "value": 3.25
    },
    {
      "name": "Speech Recognition",
      "family": "ability",
      "value": 3.25
    },
    {
      "name": "Production and Processing",
      "family": "knowledge",
      "value": 3.2
    },
    {
      "name": "Reading Comprehension",
      "family": "essential_skill",
      "value": 3.12
    },
    {
      "name": "Speaking",
      "family": "essential_skill",
      "value": 3.12
    },
    {
      "name": "Troubleshooting",
      "family": "transferable_skill",
      "value": 3.12
    },
    {
      "name": "Public Safety and Security",
      "family": "knowledge",
      "value": 3.12
    },
    {
      "name": "Written Comprehension",
      "family": "ability",
      "value": 3.12
    },
    {
      "name": "Category Flexibility",
      "family": "ability",
      "value": 3.12
    },
    {
      "name": "Trunk Strength",
      "family": "ability",
      "value": 3.12
    },
    {
      "name": "Active Learning",
      "family": "essential_skill",
      "value": 3
    },
    {
      "name": "Coordination",
      "family": "transferable_skill",
      "value": 3
    },
    {
      "name": "Judgment and Decision Making",
      "family": "transferable_skill",
      "value": 3
    },
    {
      "name": "Time Management",
      "family": "transferable_skill",
      "value": 3
    },
    {
      "name": "Inductive Reasoning",
      "family": "ability",
      "value": 3
    },
    {
      "name": "Flexibility of Closure",
      "family": "ability",
      "value": 3
    },
    {
      "name": "Visualization",
      "family": "ability",
      "value": 3
    },
    {
      "name": "Control Precision",
      "family": "ability",
      "value": 3
    },
    {
      "name": "Multilimb Coordination",
      "family": "ability",
      "value": 3
    },
    {
      "name": "Static Strength",
      "family": "ability",
      "value": 3
    },
    {
      "name": "Administrative",
      "family": "knowledge",
      "value": 2.96
    },
    {
      "name": "Chemistry",
      "family": "knowledge",
      "value": 2.9
    }
  ],
  "skills": [
    {
      "name": "English Language",
      "type": "Common Skill"
    },
    {
      "name": "Critical Thinking",
      "type": "Common Skill"
    },
    {
      "name": "Biology",
      "type": "Specialized Skill"
    },
    {
      "name": "Speech Recognition",
      "type": "Specialized Skill"
    },
    {
      "name": "Information Ordering",
      "type": "Specialized Skill"
    },
    {
      "name": "Finger Dexterity",
      "type": "Common Skill"
    },
    {
      "name": "Deductive Reasoning",
      "type": "Common Skill"
    },
    {
      "name": "Active Listening",
      "type": "Common Skill"
    },
    {
      "name": "Reading Comprehension",
      "type": "Common Skill"
    },
    {
      "name": "Visualization",
      "type": "Specialized Skill"
    },
    {
      "name": "Time Management",
      "type": "Common Skill"
    },
    {
      "name": "Microsoft Word",
      "type": "Common Skill"
    },
    {
      "name": "Microsoft SharePoint",
      "type": "Specialized Skill"
    },
    {
      "name": "Microsoft PowerPoint",
      "type": "Common Skill"
    },
    {
      "name": "Microsoft Outlook",
      "type": "Common Skill"
    },
    {
      "name": "Microsoft Excel",
      "type": "Common Skill"
    },
    {
      "name": "Inductive Reasoning",
      "type": "Common Skill"
    },
    {
      "name": "Active Learning",
      "type": "Common Skill"
    },
    {
      "name": "Chemistry",
      "type": "Specialized Skill"
    },
    {
      "name": "Writing",
      "type": "Common Skill"
    },
    {
      "name": "Social Perceptiveness",
      "type": "Common Skill"
    },
    {
      "name": "Learning Strategies",
      "type": "Specialized Skill"
    },
    {
      "name": "Equipment Maintenance",
      "type": "Specialized Skill"
    },
    {
      "name": "Complex Problem Solving",
      "type": "Common Skill"
    },
    {
      "name": "Mathematics",
      "type": "Common Skill"
    },
    {
      "name": "Telecommunications",
      "type": "Specialized Skill"
    },
    {
      "name": "Systems Analysis",
      "type": "Specialized Skill"
    },
    {
      "name": "Depth Perception",
      "type": "Common Skill"
    },
    {
      "name": "Instructing",
      "type": "Specialized Skill"
    },
    {
      "name": "Installation",
      "type": "Specialized Skill"
    },
    {
      "name": "Psychology",
      "type": "Specialized Skill"
    },
    {
      "name": "Equipment Selection",
      "type": "Specialized Skill"
    },
    {
      "name": "Email Software",
      "type": "Specialized Skill"
    },
    {
      "name": "Database Software",
      "type": "Specialized Skill"
    },
    {
      "name": "Negotiation",
      "type": "Common Skill"
    },
    {
      "name": "Physics",
      "type": "Specialized Skill"
    },
    {
      "name": "Foreign Language",
      "type": "Common Skill"
    },
    {
      "name": "Geography",
      "type": "Specialized Skill"
    },
    {
      "name": "Presentation Software",
      "type": "Specialized Skill"
    },
    {
      "name": "Medical Software",
      "type": "Specialized Skill"
    }
  ],
  "tools": [
    {
      "example": "eClinicalWorks EHR software",
      "category": "Medical software",
      "hot": true,
      "inDemand": false
    },
    {
      "example": "Kronos Workforce Timekeeper",
      "category": "Time accounting software",
      "hot": true,
      "inDemand": false
    },
    {
      "example": "MEDITECH software",
      "category": "Medical 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 SharePoint",
      "category": "Document management software",
      "hot": true,
      "inDemand": false
    },
    {
      "example": "Microsoft Word",
      "category": "Word processing software",
      "hot": true,
      "inDemand": false
    },
    {
      "example": "Calendar software",
      "category": "Calendar and scheduling software",
      "hot": false,
      "inDemand": false
    },
    {
      "example": "Database software",
      "category": "Data base user interface and query software",
      "hot": false,
      "inDemand": false
    },
    {
      "example": "Email software",
      "category": "Electronic mail software",
      "hot": false,
      "inDemand": false
    },
    {
      "example": "Inventory tracking software",
      "category": "Inventory management software",
      "hot": false,
      "inDemand": false
    },
    {
      "example": "McKesson ANSOS One-Staff",
      "category": "Calendar and scheduling software",
      "hot": false,
      "inDemand": false
    },
    {
      "example": "MEDITECH Supply Chain Management",
      "category": "Materials requirements planning logistics and supply chain software",
      "hot": false,
      "inDemand": false
    },
    {
      "example": "Microsoft SharePoint Server",
      "category": "Document management software",
      "hot": false,
      "inDemand": false
    },
    {
      "example": "Pyxis MedStation software",
      "category": "Inventory management software",
      "hot": false,
      "inDemand": false
    }
  ],
  "workContext": [
    {
      "name": "Telephone Conversations",
      "value": 5
    },
    {
      "name": "Indoors, Environmentally Controlled",
      "value": 5
    },
    {
      "name": "Wear Common Protective or Safety Equipment such as Safety Shoes, Glasses, Gloves, Hearing Protection, Hard Hats, or Life Jackets",
      "value": 4.97
    },
    {
      "name": "Exposed to Contaminants",
      "value": 4.76
    },
    {
      "name": "Face-to-Face Discussions with Individuals and Within Teams",
      "value": 4.68
    },
    {
      "name": "Exposed to Disease or Infections",
      "value": 4.68
    },
    {
      "name": "Importance of Being Exact or Accurate",
      "value": 4.6
    },
    {
      "name": "Contact With Others",
      "value": 4.54
    },
    {
      "name": "Spend Time Making Repetitive Motions",
      "value": 4.49
    },
    {
      "name": "Importance of Repeating Same Tasks",
      "value": 4.43
    },
    {
      "name": "Work With or Contribute to a Work Group or Team",
      "value": 4.33
    },
    {
      "name": "Spend Time Using Your Hands to Handle, Control, or Feel Objects, Tools, or Controls",
      "value": 4.33
    },
    {
      "name": "Time Pressure",
      "value": 4.28
    },
    {
      "name": "Health and Safety of Other Workers",
      "value": 4.21
    },
    {
      "name": "Exposed to Sounds, Noise Levels that are Distracting or Uncomfortable",
      "value": 4.14
    },
    {
      "name": "Spend Time Standing",
      "value": 4.13
    },
    {
      "name": "E-Mail",
      "value": 4.12
    },
    {
      "name": "Frequency of Decision Making",
      "value": 4.1
    },
    {
      "name": "Physical Proximity",
      "value": 4.09
    },
    {
      "name": "Impact of Decisions on Co-workers or Company Results",
      "value": 4.09
    },
    {
      "name": "Work Outcomes and Results of Other Workers",
      "value": 4.05
    },
    {
      "name": "Spend Time Walking or Running",
      "value": 4.05
    },
    {
      "name": "Deal With External Customers or the Public in General",
      "value": 4.04
    },
    {
      "name": "Freedom to Make Decisions",
      "value": 4.03
    },
    {
      "name": "Determine Tasks, Priorities and Goals",
      "value": 3.81
    },
    {
      "name": "Consequence of Error",
      "value": 3.76
    },
    {
      "name": "Dealing With Unpleasant, Angry, or Discourteous People",
      "value": 3.69
    },
    {
      "name": "Exposed to Hazardous Conditions",
      "value": 3.55
    },
    {
      "name": "Wear Specialized Protective or Safety Equipment such as Breathing Apparatus, Safety Harness, Full Protection Suits, or Radiation Protection",
      "value": 3.55
    },
    {
      "name": "Coordinate or Lead Others in Accomplishing Work Activities",
      "value": 3.52
    },
    {
      "name": "Spend Time Bending or Twisting Your Body",
      "value": 3.47
    },
    {
      "name": "Pace Determined by Speed of Equipment",
      "value": 3.36
    },
    {
      "name": "Conflict Situations",
      "value": 3.04
    },
    {
      "name": "Written Letters and Memos",
      "value": 2.84
    },
    {
      "name": "Exposed to Minor Burns, Cuts, Bites, or Stings",
      "value": 2.79
    },
    {
      "name": "Exposed to Hazardous Equipment",
      "value": 2.61
    },
    {
      "name": "Spend Time Kneeling, Crouching, Stooping, or Crawling",
      "value": 2.29
    },
    {
      "name": "Exposed to Very Hot or Cold Temperatures",
      "value": 2.13
    },
    {
      "name": "Exposed to Cramped Work Space, Awkward Positions",
      "value": 2.13
    },
    {
      "name": "Exposed to Extremely Bright or Inadequate Lighting Conditions",
      "value": 2.07
    }
  ],
  "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": 43.76
      },
      {
        "label": "Post-Secondary Certificate",
        "percentage": 31.22
      },
      {
        "label": "Bachelor's Degree",
        "percentage": 15.3
      },
      {
        "label": "Some College Courses",
        "percentage": 4.42
      },
      {
        "label": "Associate's Degree (or other 2-year degree)",
        "percentage": 3.52
      },
      {
        "label": "Master's Degree",
        "percentage": 1.78
      }
    ]
  },
  "personFit": [
    {
      "name": "Realistic",
      "family": "career_interest_type",
      "value": 6.77
    },
    {
      "name": "Conventional",
      "family": "career_interest_type",
      "value": 5.53
    },
    {
      "name": "Mechanics/Electronics",
      "family": "specific_interest_area",
      "value": 4.22
    },
    {
      "name": "Health Care Service",
      "family": "specific_interest_area",
      "value": 4.22
    },
    {
      "name": "Investigative",
      "family": "career_interest_type",
      "value": 3.42
    },
    {
      "name": "Dependability",
      "family": "work_style",
      "value": 3
    },
    {
      "name": "Attention to Detail",
      "family": "work_style",
      "value": 2.77
    },
    {
      "name": "Cautiousness",
      "family": "work_style",
      "value": 2.39
    },
    {
      "name": "Social",
      "family": "career_interest_type",
      "value": 2.36
    },
    {
      "name": "Medical Science",
      "family": "specific_interest_area",
      "value": 2.28
    },
    {
      "name": "Engineering",
      "family": "specific_interest_area",
      "value": 2.24
    },
    {
      "name": "Life Science",
      "family": "specific_interest_area",
      "value": 1.92
    },
    {
      "name": "Integrity",
      "family": "work_style",
      "value": 1.79
    },
    {
      "name": "Office Work",
      "family": "specific_interest_area",
      "value": 1.76
    },
    {
      "name": "Physical/Manual Labor",
      "family": "specific_interest_area",
      "value": 1.65
    },
    {
      "name": "Physical Science",
      "family": "specific_interest_area",
      "value": 1.61
    }
  ],
  "relatedRoles": [
    {
      "socCode": "29-2055.00",
      "slug": "role-29-2055-00",
      "title": "Surgical Technologists",
      "tier": "Primary-Short"
    },
    {
      "socCode": "29-2012.00",
      "slug": "role-29-2012-00",
      "title": "Medical and Clinical Laboratory Technicians",
      "tier": "Primary-Short"
    },
    {
      "socCode": "31-9099.02",
      "slug": "role-31-9099-02",
      "title": "Endoscopy Technicians",
      "tier": "Primary-Short"
    },
    {
      "socCode": "29-2011.00",
      "slug": "role-29-2011-00",
      "title": "Medical and Clinical Laboratory Technologists",
      "tier": "Primary-Short"
    },
    {
      "socCode": "29-2031.00",
      "slug": "role-29-2031-00",
      "title": "Cardiovascular Technologists and Technicians",
      "tier": "Primary-Short"
    },
    {
      "socCode": "29-9093.00",
      "slug": "role-29-9093-00",
      "title": "Surgical Assistants",
      "tier": "Primary-Long"
    },
    {
      "socCode": "29-2011.04",
      "slug": "role-29-2011-04",
      "title": "Histotechnologists",
      "tier": "Primary-Long"
    },
    {
      "socCode": "17-3028.00",
      "slug": "role-17-3028-00",
      "title": "Calibration Technologists and Technicians",
      "tier": "Primary-Long"
    },
    {
      "socCode": "49-9062.00",
      "slug": "role-49-9062-00",
      "title": "Medical Equipment Repairers",
      "tier": "Primary-Long"
    },
    {
      "socCode": "31-9097.00",
      "slug": "role-31-9097-00",
      "title": "Phlebotomists",
      "tier": "Primary-Long"
    },
    {
      "socCode": "51-8091.00",
      "slug": "role-51-8091-00",
      "title": "Chemical Plant and System Operators",
      "tier": "Supplemental"
    },
    {
      "socCode": "29-2033.00",
      "slug": "role-29-2033-00",
      "title": "Nuclear Medicine Technologists",
      "tier": "Supplemental"
    }
  ],
  "careerClusters": [
    {
      "cluster": "Healthcare & Human Services",
      "slug": "healthcare-human-services"
    }
  ],
  "educationLevel": {
    "category": "High school diploma or equivalent",
    "slug": "high-school-diploma-or-equivalent"
  },
  "studyPrograms": [
    {
      "title": "Health Professions and Related Programs",
      "slug": "health-professions-and-related-programs"
    }
  ],
  "market": {
    "medianWage": 46490,
    "meanWage": 48990,
    "pct10Wage": 35400,
    "pct25Wage": 38910,
    "pct75Wage": 56160,
    "pct90Wage": 67070,
    "employment": 72760,
    "areaTitle": "U.S."
  },
  "industries": {
    "top": [
      {
        "naics": "62",
        "slug": "62",
        "title": "Health Care and Social Assistance",
        "level": "Sector",
        "employment": 67050,
        "medianWage": 46480,
        "lq": 6.15
      },
      {
        "naics": "56",
        "slug": "56",
        "title": "Administrative and Support and Waste Management and Remediation Services",
        "level": "Sector",
        "employment": 1950,
        "medianWage": 44230,
        "lq": 0.46
      },
      {
        "naics": "561320",
        "slug": "561320",
        "title": "Temporary Help Services",
        "level": "National industry",
        "employment": 1680,
        "medianWage": 46430,
        "lq": 1.34
      },
      {
        "naics": "42",
        "slug": "42",
        "title": "Wholesale Trade",
        "level": "Sector",
        "employment": 870,
        "medianWage": 45960,
        "lq": 0.31
      },
      {
        "naics": "61",
        "slug": "61",
        "title": "Educational Services",
        "level": "Sector",
        "employment": 740,
        "medianWage": 49530,
        "lq": 0.11
      },
      {
        "naics": "54",
        "slug": "54",
        "title": "Professional, Scientific, and Technical Services",
        "level": "Sector",
        "employment": 660,
        "medianWage": 50680,
        "lq": 0.13
      },
      {
        "naics": "44-45",
        "slug": "44-45",
        "title": "Retail Trade",
        "level": "Sector",
        "employment": 590,
        "medianWage": 40520,
        "lq": 0.08
      },
      {
        "naics": "53",
        "slug": "53",
        "title": "Real Estate and Rental and Leasing",
        "level": "Sector",
        "employment": 290,
        "medianWage": 45400,
        "lq": 0.26
      },
      {
        "naics": "541940",
        "slug": "541940",
        "title": "Veterinary Services",
        "level": "National industry",
        "employment": 260,
        "medianWage": 45300,
        "lq": 1.19
      },
      {
        "naics": "55",
        "slug": "55",
        "title": "Management of Companies and Enterprises",
        "level": "Sector",
        "employment": 260,
        "medianWage": 47480,
        "lq": 0.2
      },
      {
        "naics": "456110",
        "slug": "456110",
        "title": "Pharmacies and Drug Retailers",
        "level": "National industry",
        "employment": 200,
        "medianWage": 38750,
        "lq": 0.6
      },
      {
        "naics": "31-33",
        "slug": "31-33",
        "title": "Manufacturing",
        "level": "Sector",
        "employment": 170,
        "medianWage": 52710,
        "lq": 0.03
      }
    ],
    "concentrated": [
      {
        "naics": "62",
        "slug": "62",
        "title": "Health Care and Social Assistance",
        "level": "Sector",
        "employment": 67050,
        "lq": 6.15
      },
      {
        "naics": "561320",
        "slug": "561320",
        "title": "Temporary Help Services",
        "level": "National industry",
        "employment": 1680,
        "lq": 1.34
      },
      {
        "naics": "541940",
        "slug": "541940",
        "title": "Veterinary Services",
        "level": "National industry",
        "employment": 260,
        "lq": 1.19
      },
      {
        "naics": "456110",
        "slug": "456110",
        "title": "Pharmacies and Drug Retailers",
        "level": "National industry",
        "employment": 200,
        "lq": 0.6
      },
      {
        "naics": "56",
        "slug": "56",
        "title": "Administrative and Support and Waste Management and Remediation Services",
        "level": "Sector",
        "employment": 1950,
        "lq": 0.46
      },
      {
        "naics": "42",
        "slug": "42",
        "title": "Wholesale Trade",
        "level": "Sector",
        "employment": 870,
        "lq": 0.31
      },
      {
        "naics": "53",
        "slug": "53",
        "title": "Real Estate and Rental and Leasing",
        "level": "Sector",
        "employment": 290,
        "lq": 0.26
      },
      {
        "naics": "55",
        "slug": "55",
        "title": "Management of Companies and Enterprises",
        "level": "Sector",
        "employment": 260,
        "lq": 0.2
      }
    ],
    "count": 15
  },
  "aiSignals": [
    {
      "source": "frey_osborne",
      "label": "Computerization probability",
      "score": 0.78,
      "scale": "0-1 probability",
      "release": "2013-baseline-2016-employment-snapshot"
    },
    {
      "source": "felten_aioe",
      "label": "AI occupational exposure",
      "score": -0.7308648,
      "scale": "relative exposure score",
      "release": "2021-plus-generative-ai-workbooks"
    },
    {
      "source": "felten_image_generation_aioe",
      "label": "Image generation occupational exposure",
      "score": -0.5937915,
      "scale": "relative exposure score",
      "release": "2021-plus-generative-ai-workbooks"
    },
    {
      "source": "felten_language_modeling_aioe",
      "label": "Language modeling occupational exposure",
      "score": -0.7762876,
      "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": 28,
          "source": "felten_aioe"
        },
        {
          "percentile": 19,
          "source": "openai_gpts_are_gpts"
        },
        {
          "percentile": 3,
          "source": "microsoft_working_with_ai"
        }
      ],
      "componentCount": 3
    },
    "exposure": [
      {
        "source": "felten_aioe",
        "label": "Overall AI exposure (Felten et al.)",
        "value": -0.7308648,
        "percentile": 28,
        "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": 0.14814814814814814,
        "percentile": 19,
        "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": 0.021047358413119797,
        "percentile": 3,
        "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": 0.78,
      "percentile": 63,
      "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": 0.07407407407407407,
      "beta": 0.1111111111111111,
      "gamma": 0.14814814814814814
    },
    "usageTasks": [],
    "bls": {
      "growthPercent": 10,
      "growthPercentile": 92,
      "direction": "Growing fast",
      "annualOpeningsThousands": 10.9,
      "annualOpeningsPercentile": 65,
      "employment2024Thousands": 76.5,
      "employment2034Thousands": 84.2
    },
    "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": 40,
    "capabilities": 120,
    "tools": 17,
    "relatedRoles": 20
  },
  "source": {
    "dataset": "gold.onet_role_starter_surface",
    "version": "30.3",
    "generatedAt": "2026-06-02T21:00:32.945303+00:00",
    "contentHash": "6c51e4ed0a995f8f"
  }
}