{
  "entityType": "role",
  "schemaVersion": "role.v1",
  "slug": "role-33-3012-00",
  "socCode": "33-3012.00",
  "title": "Correctional Officers and Jailers",
  "summary": "Guard inmates in penal or rehabilitative institutions in accordance with established regulations and procedures. May guard prisoners in transit between jail, courtroom, prison, or other point. Includes deputy sheriffs and police who spend the majority of their time guarding prisoners in correctional institutions.",
  "aliases": [
    "Correctional Officer",
    "Corrections Officer (CO)",
    "Detention Officer",
    "Jailer",
    "Booking Officer",
    "Community Services Officer (CSO)",
    "Deputy Jailer",
    "Detention Deputy",
    "Jail Officer",
    "Jailor",
    "Certified Detention Deputy",
    "Civilian Jail Officer"
  ],
  "tasks": [
    {
      "text": "Conduct head counts to ensure that each prisoner is present.",
      "type": "Core",
      "iwa": "4.A.4.b.4.d"
    },
    {
      "text": "Inspect conditions of locks, window bars, grills, doors, and gates at correctional facilities to ensure security and help prevent escapes.",
      "type": "Core",
      "iwa": "4.A.1.b.2.g"
    },
    {
      "text": "Monitor conduct of prisoners in housing unit, or during work or recreational activities, according to established policies, regulations, and procedures, to prevent escape or violence.",
      "type": "Core",
      "iwa": "4.A.1.a.2.g"
    },
    {
      "text": "Search prisoners and vehicles and conduct shakedowns of cells for valuables and contraband, such as weapons or drugs.",
      "type": "Core",
      "iwa": "4.A.1.a.2.g"
    },
    {
      "text": "Guard facility entrances to screen visitors.",
      "type": "Core",
      "iwa": "4.A.3.a.1.k"
    },
    {
      "text": "Record information, such as prisoner identification, charges, and incidents of inmate disturbance, keeping daily logs of prisoner activities.",
      "type": "Core",
      "iwa": "4.A.3.b.6.b"
    },
    {
      "text": "Inspect mail for the presence of contraband.",
      "type": "Core",
      "iwa": "4.A.1.b.2.j"
    },
    {
      "text": "Search for and recapture escapees.",
      "type": "Supplemental",
      "iwa": "4.A.3.a.1.k"
    },
    {
      "text": "Maintain records of prisoners' identification and charges.",
      "type": "Core",
      "iwa": "4.A.3.b.6.b"
    },
    {
      "text": "Use weapons, handcuffs, and physical force to maintain discipline and order among prisoners.",
      "type": "Core",
      "iwa": "4.A.3.a.1.k"
    },
    {
      "text": "Use nondisciplinary tools and equipment, such as a computer.",
      "type": "Core",
      "iwa": "4.A.3.b.1.e"
    },
    {
      "text": "Process or book convicted individuals into prison.",
      "type": "Supplemental",
      "iwa": "4.A.3.b.6.b"
    }
  ],
  "emergingTasks": [
    {
      "text": "Conduct security checks of the premises."
    }
  ],
  "activities": [
    {
      "name": "Count prison inmates or personnel.",
      "iwa": "4.A.4.b.4.d"
    },
    {
      "name": "Maintain surveillance of individuals or establishments.",
      "iwa": "4.A.1.a.2.g"
    },
    {
      "name": "Inspect equipment to ensure safety or proper functioning.",
      "iwa": "4.A.1.b.2.g"
    },
    {
      "name": "Record information about suspects or criminals.",
      "iwa": "4.A.3.b.6.b"
    },
    {
      "name": "Locate suspicious objects or vehicles.",
      "iwa": "4.A.1.a.2.g"
    },
    {
      "name": "Search individuals for illegal or dangerous items.",
      "iwa": "4.A.3.a.1.k"
    },
    {
      "name": "Attend training to learn new skills or update knowledge.",
      "iwa": "4.A.2.b.3.a"
    },
    {
      "name": "Serve food or beverages.",
      "iwa": "4.A.3.a.1.o"
    },
    {
      "name": "Give medications or immunizations.",
      "iwa": "4.A.4.a.5.c"
    },
    {
      "name": "Provide counsel, comfort, or encouragement to individuals or families.",
      "iwa": "4.A.4.b.6.j"
    },
    {
      "name": "Counsel clients regarding interpersonal issues.",
      "iwa": "4.A.4.b.6.j"
    },
    {
      "name": "Operate computers or computerized equipment.",
      "iwa": "4.A.3.b.1.e"
    },
    {
      "name": "Operate computer systems.",
      "iwa": "4.A.3.b.1.e"
    },
    {
      "name": "Guard facilities.",
      "iwa": "4.A.3.a.1.k"
    },
    {
      "name": "Apprehend criminal suspects.",
      "iwa": "4.A.3.a.1.k"
    },
    {
      "name": "Inspect cargo to identify potential hazards.",
      "iwa": "4.A.1.b.2.j"
    },
    {
      "name": "Escort prisoners to courtrooms, prisons, or other facilities.",
      "iwa": "4.A.3.a.1.l"
    },
    {
      "name": "Use weapons or physical force to maintain security.",
      "iwa": "4.A.3.a.1.k"
    },
    {
      "name": "Inspect facilities to ensure compliance with fire regulations.",
      "iwa": "4.A.1.b.2.e"
    },
    {
      "name": "Inspect facilities to ensure compliance with security or safety regulations.",
      "iwa": "4.A.1.b.2.e"
    },
    {
      "name": "Inspect facilities for cleanliness.",
      "iwa": "4.A.1.b.2.e"
    },
    {
      "name": "Discuss performance, complaints, or violations with supervisors.",
      "iwa": "4.A.4.a.2.c"
    },
    {
      "name": "Resolve interpersonal conflicts.",
      "iwa": "4.A.4.a.7.a"
    },
    {
      "name": "Drive vehicles to transport individuals or equipment.",
      "iwa": "4.A.3.a.4.a"
    },
    {
      "name": "Prepare activity or work schedules.",
      "iwa": "4.A.4.b.1.f"
    },
    {
      "name": "Supervise inmate activities.",
      "iwa": "4.A.4.b.4.d"
    },
    {
      "name": "Maintain inventories of materials, equipment, or products.",
      "iwa": "4.A.4.c.3.a"
    },
    {
      "name": "Investigate crimes committed within organizations.",
      "iwa": "4.A.1.a.1.c"
    },
    {
      "name": "Direct operations of correctional facilities.",
      "iwa": "4.A.4.b.4.j"
    },
    {
      "name": "Collect information about clients.",
      "iwa": "4.A.1.a.1.l"
    }
  ],
  "capabilities": [
    {
      "name": "Public Safety and Security",
      "family": "knowledge",
      "value": 4.14
    },
    {
      "name": "English Language",
      "family": "knowledge",
      "value": 4.01
    },
    {
      "name": "Active Listening",
      "family": "essential_skill",
      "value": 4
    },
    {
      "name": "Monitoring",
      "family": "essential_skill",
      "value": 4
    },
    {
      "name": "Social Perceptiveness",
      "family": "transferable_skill",
      "value": 4
    },
    {
      "name": "Oral Comprehension",
      "family": "ability",
      "value": 4
    },
    {
      "name": "Oral Expression",
      "family": "ability",
      "value": 4
    },
    {
      "name": "Problem Sensitivity",
      "family": "ability",
      "value": 4
    },
    {
      "name": "Speaking",
      "family": "essential_skill",
      "value": 3.88
    },
    {
      "name": "Law and Government",
      "family": "knowledge",
      "value": 3.78
    },
    {
      "name": "Critical Thinking",
      "family": "essential_skill",
      "value": 3.75
    },
    {
      "name": "Deductive Reasoning",
      "family": "ability",
      "value": 3.75
    },
    {
      "name": "Inductive Reasoning",
      "family": "ability",
      "value": 3.75
    },
    {
      "name": "Speech Clarity",
      "family": "ability",
      "value": 3.75
    },
    {
      "name": "Reading Comprehension",
      "family": "essential_skill",
      "value": 3.62
    },
    {
      "name": "Near Vision",
      "family": "ability",
      "value": 3.62
    },
    {
      "name": "Speech Recognition",
      "family": "ability",
      "value": 3.62
    },
    {
      "name": "Customer and Personal Service",
      "family": "knowledge",
      "value": 3.52
    },
    {
      "name": "Administration and Management",
      "family": "knowledge",
      "value": 3.51
    },
    {
      "name": "Coordination",
      "family": "transferable_skill",
      "value": 3.5
    },
    {
      "name": "Computers and Electronics",
      "family": "knowledge",
      "value": 3.43
    },
    {
      "name": "Psychology",
      "family": "knowledge",
      "value": 3.41
    },
    {
      "name": "Persuasion",
      "family": "transferable_skill",
      "value": 3.38
    },
    {
      "name": "Written Comprehension",
      "family": "ability",
      "value": 3.38
    },
    {
      "name": "Selective Attention",
      "family": "ability",
      "value": 3.38
    },
    {
      "name": "Administrative",
      "family": "knowledge",
      "value": 3.36
    },
    {
      "name": "Education and Training",
      "family": "knowledge",
      "value": 3.36
    },
    {
      "name": "Active Learning",
      "family": "essential_skill",
      "value": 3.25
    },
    {
      "name": "Negotiation",
      "family": "transferable_skill",
      "value": 3.25
    },
    {
      "name": "Complex Problem Solving",
      "family": "transferable_skill",
      "value": 3.25
    },
    {
      "name": "Judgment and Decision Making",
      "family": "transferable_skill",
      "value": 3.25
    },
    {
      "name": "Information Ordering",
      "family": "ability",
      "value": 3.25
    },
    {
      "name": "Flexibility of Closure",
      "family": "ability",
      "value": 3.25
    },
    {
      "name": "Far Vision",
      "family": "ability",
      "value": 3.25
    },
    {
      "name": "Telecommunications",
      "family": "knowledge",
      "value": 3.17
    },
    {
      "name": "Stamina",
      "family": "ability",
      "value": 3.12
    },
    {
      "name": "Writing",
      "family": "essential_skill",
      "value": 3
    },
    {
      "name": "Learning Strategies",
      "family": "essential_skill",
      "value": 3
    },
    {
      "name": "Instructing",
      "family": "transferable_skill",
      "value": 3
    },
    {
      "name": "Service Orientation",
      "family": "transferable_skill",
      "value": 3
    }
  ],
  "skills": [
    {
      "name": "English Language",
      "type": "Common Skill"
    },
    {
      "name": "Social Perceptiveness",
      "type": "Common Skill"
    },
    {
      "name": "Active Listening",
      "type": "Common Skill"
    },
    {
      "name": "Inductive Reasoning",
      "type": "Common Skill"
    },
    {
      "name": "Deductive Reasoning",
      "type": "Common Skill"
    },
    {
      "name": "Critical Thinking",
      "type": "Common Skill"
    },
    {
      "name": "Speech Recognition",
      "type": "Specialized Skill"
    },
    {
      "name": "Reading Comprehension",
      "type": "Common Skill"
    },
    {
      "name": "Psychology",
      "type": "Specialized Skill"
    },
    {
      "name": "Negotiation",
      "type": "Common Skill"
    },
    {
      "name": "Information Ordering",
      "type": "Specialized Skill"
    },
    {
      "name": "Complex Problem Solving",
      "type": "Common Skill"
    },
    {
      "name": "Active Learning",
      "type": "Common Skill"
    },
    {
      "name": "Telecommunications",
      "type": "Specialized Skill"
    },
    {
      "name": "Writing",
      "type": "Common Skill"
    },
    {
      "name": "Time Management",
      "type": "Common Skill"
    },
    {
      "name": "Microsoft Word",
      "type": "Common Skill"
    },
    {
      "name": "Microsoft PowerPoint",
      "type": "Common Skill"
    },
    {
      "name": "Microsoft Outlook",
      "type": "Common Skill"
    },
    {
      "name": "Microsoft Excel",
      "type": "Common Skill"
    },
    {
      "name": "Microsoft Access",
      "type": "Specialized Skill"
    },
    {
      "name": "Learning Strategies",
      "type": "Specialized Skill"
    },
    {
      "name": "Instructing",
      "type": "Specialized Skill"
    },
    {
      "name": "Facebook",
      "type": "Specialized Skill"
    },
    {
      "name": "Adobe Acrobat",
      "type": "Specialized Skill"
    },
    {
      "name": "Visualization",
      "type": "Specialized Skill"
    },
    {
      "name": "Finger Dexterity",
      "type": "Common Skill"
    },
    {
      "name": "Mathematics",
      "type": "Common Skill"
    },
    {
      "name": "Systems Analysis",
      "type": "Specialized Skill"
    },
    {
      "name": "Depth Perception",
      "type": "Common Skill"
    },
    {
      "name": "Foreign Language",
      "type": "Common Skill"
    },
    {
      "name": "Geography",
      "type": "Specialized Skill"
    },
    {
      "name": "Equipment Maintenance",
      "type": "Specialized Skill"
    },
    {
      "name": "Chemistry",
      "type": "Specialized Skill"
    },
    {
      "name": "Physics",
      "type": "Specialized Skill"
    },
    {
      "name": "Equipment Selection",
      "type": "Specialized Skill"
    },
    {
      "name": "Biology",
      "type": "Specialized Skill"
    },
    {
      "name": "Presentation Software",
      "type": "Specialized Skill"
    },
    {
      "name": "Installation",
      "type": "Specialized Skill"
    }
  ],
  "tools": [
    {
      "example": "Adobe Acrobat",
      "category": "Document management software",
      "hot": true,
      "inDemand": false
    },
    {
      "example": "Facebook",
      "category": "Web page creation and editing software",
      "hot": true,
      "inDemand": false
    },
    {
      "example": "Microsoft Access",
      "category": "Data base user interface and query 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 Word",
      "category": "Word processing software",
      "hot": true,
      "inDemand": false
    },
    {
      "example": "3M Electronic Monitoring",
      "category": "Data base user interface and query software",
      "hot": false,
      "inDemand": false
    },
    {
      "example": "Corrections housing software",
      "category": "Data base management system software",
      "hot": false,
      "inDemand": false
    },
    {
      "example": "Guardian RFID",
      "category": "Data base user interface and query software",
      "hot": false,
      "inDemand": false
    },
    {
      "example": "Jail management software",
      "category": "Data base user interface and query software",
      "hot": false,
      "inDemand": false
    },
    {
      "example": "Web browser software",
      "category": "Internet browser software",
      "hot": false,
      "inDemand": false
    }
  ],
  "workContext": [
    {
      "name": "Face-to-Face Discussions with Individuals and Within Teams",
      "value": 4.93
    },
    {
      "name": "Telephone Conversations",
      "value": 4.85
    },
    {
      "name": "Dealing With Unpleasant, Angry, or Discourteous People",
      "value": 4.75
    },
    {
      "name": "Contact With Others",
      "value": 4.67
    },
    {
      "name": "Work With or Contribute to a Work Group or Team",
      "value": 4.57
    },
    {
      "name": "Importance of Being Exact or Accurate",
      "value": 4.5
    },
    {
      "name": "E-Mail",
      "value": 4.49
    },
    {
      "name": "Indoors, Environmentally Controlled",
      "value": 4.49
    },
    {
      "name": "Time Pressure",
      "value": 4.45
    },
    {
      "name": "Conflict Situations",
      "value": 4.37
    },
    {
      "name": "Health and Safety of Other Workers",
      "value": 4.34
    },
    {
      "name": "Dealing with Violent or Physically Aggressive People",
      "value": 4.33
    },
    {
      "name": "Frequency of Decision Making",
      "value": 4.29
    },
    {
      "name": "Impact of Decisions on Co-workers or Company Results",
      "value": 4.25
    },
    {
      "name": "Importance of Repeating Same Tasks",
      "value": 4.25
    },
    {
      "name": "Freedom to Make Decisions",
      "value": 4.22
    },
    {
      "name": "Deal With External Customers or the Public in General",
      "value": 4.17
    },
    {
      "name": "Physical Proximity",
      "value": 4.17
    },
    {
      "name": "Exposed to Sounds, Noise Levels that are Distracting or Uncomfortable",
      "value": 4.12
    },
    {
      "name": "Exposed to Disease or Infections",
      "value": 4.08
    },
    {
      "name": "Wear Common Protective or Safety Equipment such as Safety Shoes, Glasses, Gloves, Hearing Protection, Hard Hats, or Life Jackets",
      "value": 4.07
    },
    {
      "name": "Written Letters and Memos",
      "value": 4.05
    },
    {
      "name": "Determine Tasks, Priorities and Goals",
      "value": 4.01
    },
    {
      "name": "Coordinate or Lead Others in Accomplishing Work Activities",
      "value": 3.88
    },
    {
      "name": "Work Outcomes and Results of Other Workers",
      "value": 3.8
    },
    {
      "name": "Consequence of Error",
      "value": 3.79
    },
    {
      "name": "Spend Time Using Your Hands to Handle, Control, or Feel Objects, Tools, or Controls",
      "value": 3.67
    },
    {
      "name": "Spend Time Standing",
      "value": 3.43
    },
    {
      "name": "Spend Time Sitting",
      "value": 3.28
    },
    {
      "name": "Public Speaking",
      "value": 3.27
    },
    {
      "name": "In an Enclosed Vehicle or Operate Enclosed Equipment",
      "value": 3.23
    },
    {
      "name": "Level of Competition",
      "value": 3.22
    },
    {
      "name": "Exposed to Extremely Bright or Inadequate Lighting Conditions",
      "value": 3.19
    },
    {
      "name": "Spend Time Walking or Running",
      "value": 3.13
    },
    {
      "name": "Exposed to Contaminants",
      "value": 3.04
    },
    {
      "name": "Outdoors, Exposed to All Weather Conditions",
      "value": 2.87
    },
    {
      "name": "Spend Time Making Repetitive Motions",
      "value": 2.59
    },
    {
      "name": "Wear Specialized Protective or Safety Equipment such as Breathing Apparatus, Safety Harness, Full Protection Suits, or Radiation Protection",
      "value": 2.44
    },
    {
      "name": "Exposed to Minor Burns, Cuts, Bites, or Stings",
      "value": 2.42
    },
    {
      "name": "Exposed to Cramped Work Space, Awkward Positions",
      "value": 2.38
    }
  ],
  "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": 92.43
      },
      {
        "label": "Associate's Degree (or other 2-year degree)",
        "percentage": 7.57
      }
    ]
  },
  "personFit": [
    {
      "name": "Dependability",
      "family": "work_style",
      "value": 7
    },
    {
      "name": "Protective Service",
      "family": "specific_interest_area",
      "value": 6.48
    },
    {
      "name": "Attention to Detail",
      "family": "work_style",
      "value": 6
    },
    {
      "name": "Realistic",
      "family": "career_interest_type",
      "value": 5.33
    },
    {
      "name": "Integrity",
      "family": "work_style",
      "value": 5
    },
    {
      "name": "Conventional",
      "family": "career_interest_type",
      "value": 4.81
    },
    {
      "name": "Cautiousness",
      "family": "work_style",
      "value": 4
    },
    {
      "name": "Social",
      "family": "career_interest_type",
      "value": 3.86
    },
    {
      "name": "Enterprising",
      "family": "career_interest_type",
      "value": 3.16
    },
    {
      "name": "Law",
      "family": "specific_interest_area",
      "value": 3.05
    },
    {
      "name": "Stress Tolerance",
      "family": "work_style",
      "value": 3
    },
    {
      "name": "Self-Control",
      "family": "work_style",
      "value": 3
    },
    {
      "name": "Physical/Manual Labor",
      "family": "specific_interest_area",
      "value": 2.74
    },
    {
      "name": "Social Service",
      "family": "specific_interest_area",
      "value": 2.48
    },
    {
      "name": "Transportation/Machine Operation",
      "family": "specific_interest_area",
      "value": 2.25
    },
    {
      "name": "Management/Administration",
      "family": "specific_interest_area",
      "value": 2.19
    }
  ],
  "relatedRoles": [
    {
      "socCode": "33-1011.00",
      "slug": "role-33-1011-00",
      "title": "First-Line Supervisors of Correctional Officers",
      "tier": "Primary-Short"
    },
    {
      "socCode": "21-1092.00",
      "slug": "role-21-1092-00",
      "title": "Probation Officers and Correctional Treatment Specialists",
      "tier": "Primary-Short"
    },
    {
      "socCode": "33-3051.00",
      "slug": "role-33-3051-00",
      "title": "Police and Sheriff's Patrol Officers",
      "tier": "Primary-Short"
    },
    {
      "socCode": "33-3011.00",
      "slug": "role-33-3011-00",
      "title": "Bailiffs",
      "tier": "Primary-Short"
    },
    {
      "socCode": "33-1012.00",
      "slug": "role-33-1012-00",
      "title": "First-Line Supervisors of Police and Detectives",
      "tier": "Primary-Short"
    },
    {
      "socCode": "33-3021.00",
      "slug": "role-33-3021-00",
      "title": "Detectives and Criminal Investigators",
      "tier": "Primary-Long"
    },
    {
      "socCode": "33-1091.00",
      "slug": "role-33-1091-00",
      "title": "First-Line Supervisors of Security Workers",
      "tier": "Primary-Long"
    },
    {
      "socCode": "33-3052.00",
      "slug": "role-33-3052-00",
      "title": "Transit and Railroad Police",
      "tier": "Primary-Long"
    },
    {
      "socCode": "33-9032.00",
      "slug": "role-33-9032-00",
      "title": "Security Guards",
      "tier": "Primary-Long"
    },
    {
      "socCode": "39-9041.00",
      "slug": "role-39-9041-00",
      "title": "Residential Advisors",
      "tier": "Primary-Long"
    },
    {
      "socCode": "21-1021.00",
      "slug": "role-21-1021-00",
      "title": "Child, Family, and School Social Workers",
      "tier": "Supplemental"
    },
    {
      "socCode": "11-9151.00",
      "slug": "role-11-9151-00",
      "title": "Social and Community Service Managers",
      "tier": "Supplemental"
    }
  ],
  "careerClusters": [
    {
      "cluster": "Public Service & Safety",
      "slug": "public-service-safety"
    }
  ],
  "educationLevel": {
    "category": "High school diploma or equivalent",
    "slug": "high-school-diploma-or-equivalent"
  },
  "studyPrograms": [
    {
      "title": "Homeland Security, Law Enforcement, Firefighting and Related Protective Services",
      "slug": "homeland-security-law-enforcement-firefighting-and-related-protective-services"
    }
  ],
  "market": {
    "medianWage": 57970,
    "meanWage": 62760,
    "pct10Wage": 41750,
    "pct25Wage": 47520,
    "pct75Wage": 75330,
    "pct90Wage": 93000,
    "employment": 365380,
    "areaTitle": "U.S."
  },
  "industries": {
    "top": [
      {
        "naics": "56",
        "slug": "56",
        "title": "Administrative and Support and Waste Management and Remediation Services",
        "level": "Sector",
        "employment": 16270,
        "medianWage": 49140,
        "lq": 0.76
      },
      {
        "naics": "62",
        "slug": "62",
        "title": "Health Care and Social Assistance",
        "level": "Sector",
        "employment": 840,
        "medianWage": 40260,
        "lq": 0.02
      }
    ],
    "concentrated": [
      {
        "naics": "56",
        "slug": "56",
        "title": "Administrative and Support and Waste Management and Remediation Services",
        "level": "Sector",
        "employment": 16270,
        "lq": 0.76
      },
      {
        "naics": "62",
        "slug": "62",
        "title": "Health Care and Social Assistance",
        "level": "Sector",
        "employment": 840,
        "lq": 0.02
      }
    ],
    "count": 2
  },
  "aiSignals": [
    {
      "source": "frey_osborne",
      "label": "Computerization probability",
      "score": 0.6,
      "scale": "0-1 probability",
      "release": "2013-baseline-2016-employment-snapshot"
    },
    {
      "source": "felten_aioe",
      "label": "AI occupational exposure",
      "score": -0.8875365,
      "scale": "relative exposure score",
      "release": "2021-plus-generative-ai-workbooks"
    },
    {
      "source": "felten_image_generation_aioe",
      "label": "Image generation occupational exposure",
      "score": -1.349629,
      "scale": "relative exposure score",
      "release": "2021-plus-generative-ai-workbooks"
    },
    {
      "source": "felten_language_modeling_aioe",
      "label": "Language modeling occupational exposure",
      "score": -0.6690897,
      "scale": "relative exposure score",
      "release": "2021-plus-generative-ai-workbooks"
    }
  ],
  "aiOutlook": {
    "index": {
      "value": 28,
      "percentile": 26,
      "band": "Low",
      "version": "ai-exposure-index-v1",
      "components": [
        {
          "percentile": 21,
          "source": "felten_aioe"
        },
        {
          "percentile": 32,
          "source": "openai_gpts_are_gpts"
        },
        {
          "percentile": 32,
          "source": "microsoft_working_with_ai"
        }
      ],
      "componentCount": 3
    },
    "exposure": [
      {
        "source": "felten_aioe",
        "label": "Overall AI exposure (Felten et al.)",
        "value": -0.8875365,
        "percentile": 21,
        "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": 0.29545454545454547,
        "percentile": 32,
        "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": 0.1077570256669502,
        "percentile": 32,
        "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": 0.6,
      "percentile": 51,
      "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": 0.2272727272727273,
      "beta": 0.26136363636363635,
      "gamma": 0.29545454545454547
    },
    "usageTasks": [],
    "bls": {
      "growthPercent": -7.8,
      "growthPercentile": 8,
      "direction": "Declining",
      "annualOpeningsThousands": 30.1,
      "annualOpeningsPercentile": 83,
      "employment2024Thousands": 387.5,
      "employment2034Thousands": 357.4
    },
    "sources": [
      {
        "source": "bls_employment_projections",
        "version": "2024-2034"
      },
      {
        "source": "dingel_neiman",
        "version": "dingel-neiman-workathome"
      },
      {
        "source": "felten_aioe",
        "version": "felten-raj-seamans-aioe"
      },
      {
        "source": "frey_osborne",
        "version": "frey-osborne-automation"
      },
      {
        "source": "microsoft_working_with_ai",
        "version": "working-with-ai"
      },
      {
        "source": "openai_gpts_are_gpts",
        "version": "gpts-are-gpts"
      }
    ]
  },
  "aiPlaybook": {
    "trustedTaskCount": 1,
    "taskCount": 1,
    "totalSample": 1763,
    "autonomyMedian": 3,
    "dominantCollaboration": "learning",
    "automationShare": 29.49,
    "augmentationShare": 52.69,
    "workUsePercent": 16.79,
    "collaboration": [
      {
        "label": "learning",
        "percent": 44.7
      },
      {
        "label": "directive",
        "percent": 25.58
      },
      {
        "label": "none",
        "percent": 17.81
      },
      {
        "label": "task iteration",
        "percent": 6.52
      },
      {
        "label": "feedback loop",
        "percent": 3.91
      },
      {
        "label": "validation",
        "percent": 1.47
      }
    ],
    "useCase": [
      {
        "label": "personal",
        "percent": 78.39
      },
      {
        "label": "work",
        "percent": 16.79
      },
      {
        "label": "coursework",
        "percent": 4.76
      }
    ],
    "delegatedTasks": [
      {
        "task": "Use nondisciplinary tools and equipment such as a computer.",
        "usagePercent": 0.1763220402550319,
        "collaboration": "learning",
        "autonomyMedian": 3,
        "sampleCount": 1763
      }
    ],
    "boundaryTasks": [
      {
        "task": "Use nondisciplinary tools and equipment such as a computer.",
        "humanNeededPercent": 99.09245604083948,
        "sampleCount": 1763
      }
    ],
    "seedPrompts": [
      {
        "prompt": "Teach me how to use nondisciplinary tools and equipment such as a computer, then check my work as I try it myself.",
        "collaboration": "learning"
      }
    ],
    "release": "2026-01-15-v4-plus-2025-03-27-v2"
  },
  "counts": {
    "tasks": 27,
    "skills": 39,
    "capabilities": 120,
    "tools": 13,
    "relatedRoles": 20
  },
  "source": {
    "dataset": "gold.onet_role_starter_surface",
    "version": "30.3",
    "generatedAt": "2026-06-02T21:00:32.945303+00:00",
    "contentHash": "5d799bbdabfc6c74"
  }
}