{
  "entityType": "role",
  "schemaVersion": "role.v1",
  "slug": "role-33-9094-00",
  "socCode": "33-9094.00",
  "title": "School Bus Monitors",
  "summary": "Maintain order among students on a school bus. Duties include helping students safely board and exit and communicating behavioral problems. May perform pretrip and posttrip inspections and prepare for and assist in emergency evacuations.",
  "aliases": [
    "Bus Monitor",
    "School Bus Aide",
    "School Bus Assistant",
    "School Bus Attendant",
    "School Bus Escort",
    "School Bus Matron",
    "School Bus Monitor"
  ],
  "tasks": [
    {
      "text": "Announce routes or stops.",
      "type": "n/a",
      "iwa": "4.A.4.a.3.c"
    },
    {
      "text": "Assist children with disabilities or children with psychological, emotional, or behavioral issues with boarding and exiting the school bus.",
      "type": "n/a",
      "iwa": "4.A.4.a.5.i"
    },
    {
      "text": "Buckle seatbelts or fasten wheelchair tie-down straps to secure passengers for transportation.",
      "type": "n/a",
      "iwa": "4.A.4.a.5.j"
    },
    {
      "text": "Clean school bus interiors by picking up waste, wiping down windows, or vacuuming.",
      "type": "n/a",
      "iwa": "4.A.3.a.1.c"
    },
    {
      "text": "Direct students boarding and exiting the school bus.",
      "type": "n/a",
      "iwa": "4.A.4.a.5.j"
    },
    {
      "text": "Direct students evacuating the bus during safety drills.",
      "type": "n/a",
      "iwa": "4.A.4.a.5.j"
    },
    {
      "text": "Escort young children across roads or highways.",
      "type": "n/a",
      "iwa": "4.A.4.a.5.j"
    },
    {
      "text": "Evacuate students from the school bus in emergency situations.",
      "type": "n/a",
      "iwa": "4.A.4.a.5.j"
    },
    {
      "text": "Guide the driver when the bus is moving in reverse gear.",
      "type": "n/a",
      "iwa": "4.A.4.a.2.c"
    },
    {
      "text": "Monitor for trains at railroad crossings and signal the bus driver when it is safe to proceed.",
      "type": "n/a",
      "iwa": "4.A.1.a.2.d"
    },
    {
      "text": "Monitor the conduct of students to maintain discipline and safety.",
      "type": "n/a",
      "iwa": "4.A.1.a.2.f"
    },
    {
      "text": "Open and close school bus doors for students.",
      "type": "n/a",
      "iwa": "4.A.3.a.4.a"
    }
  ],
  "emergingTasks": [],
  "activities": [
    {
      "name": "Provide transportation information to passengers or customers.",
      "iwa": "4.A.4.a.3.c"
    },
    {
      "name": "Assist students with special educational needs.",
      "iwa": "4.A.4.a.5.i"
    },
    {
      "name": "Assist customers to ensure comfort or safety.",
      "iwa": "4.A.4.a.5.j"
    },
    {
      "name": "Clean vehicles or vehicle components.",
      "iwa": "4.A.3.a.1.c"
    },
    {
      "name": "Assist patrons with entering or exiting vehicles or other forms of transportation.",
      "iwa": "4.A.4.a.5.j"
    },
    {
      "name": "Assist passengers during vehicle boarding.",
      "iwa": "4.A.4.a.5.j"
    },
    {
      "name": "Assist motorists or pedestrians.",
      "iwa": "4.A.4.a.5.j"
    },
    {
      "name": "Communicate with others to coordinate vehicle movement.",
      "iwa": "4.A.4.a.2.c"
    },
    {
      "name": "Monitor traffic signals.",
      "iwa": "4.A.1.a.2.d"
    },
    {
      "name": "Monitor student behavior, social development, or health.",
      "iwa": "4.A.1.a.2.f"
    },
    {
      "name": "Operate vehicles or material-moving equipment.",
      "iwa": "4.A.3.a.4.a"
    },
    {
      "name": "Assist disabled or incapacitated individuals.",
      "iwa": "4.A.4.a.5.i"
    },
    {
      "name": "Mediate disputes.",
      "iwa": "4.A.4.a.7.a"
    },
    {
      "name": "Notify others of emergencies, problems, or hazards.",
      "iwa": "4.A.4.a.2.g"
    },
    {
      "name": "Discuss child development and behavior with parents or guardians.",
      "iwa": "4.A.4.b.6.g"
    },
    {
      "name": "Provide counsel, comfort, or encouragement to individuals or families.",
      "iwa": "4.A.4.b.6.j"
    },
    {
      "name": "Record operational details of travel.",
      "iwa": "4.A.3.b.6.h"
    }
  ],
  "capabilities": [],
  "skills": [
    {
      "name": "Microsoft Windows",
      "type": "Common Skill"
    }
  ],
  "tools": [
    {
      "example": "Microsoft Windows",
      "category": "Operating system software",
      "hot": true,
      "inDemand": false
    },
    {
      "example": "Web browser software",
      "category": "Internet browser software",
      "hot": false,
      "inDemand": false
    }
  ],
  "workContext": [],
  "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": []
  },
  "personFit": [
    {
      "name": "Dependability",
      "family": "work_style",
      "value": 9
    },
    {
      "name": "Integrity",
      "family": "work_style",
      "value": 8
    },
    {
      "name": "Cautiousness",
      "family": "work_style",
      "value": 7
    },
    {
      "name": "Cooperation",
      "family": "work_style",
      "value": 6
    },
    {
      "name": "Social",
      "family": "career_interest_type",
      "value": 5.25
    },
    {
      "name": "Social Orientation",
      "family": "work_style",
      "value": 5
    },
    {
      "name": "Conventional",
      "family": "career_interest_type",
      "value": 4.76
    },
    {
      "name": "Social Service",
      "family": "specific_interest_area",
      "value": 4.3
    },
    {
      "name": "Self-Control",
      "family": "work_style",
      "value": 4
    },
    {
      "name": "Realistic",
      "family": "career_interest_type",
      "value": 3.43
    },
    {
      "name": "Protective Service",
      "family": "specific_interest_area",
      "value": 3.28
    },
    {
      "name": "Stress Tolerance",
      "family": "work_style",
      "value": 3
    },
    {
      "name": "Transportation/Machine Operation",
      "family": "specific_interest_area",
      "value": 2.5
    },
    {
      "name": "Personal Service",
      "family": "specific_interest_area",
      "value": 2.44
    },
    {
      "name": "Empathy",
      "family": "work_style",
      "value": 2.17
    },
    {
      "name": "Teaching/Education",
      "family": "specific_interest_area",
      "value": 2.12
    }
  ],
  "relatedRoles": [
    {
      "socCode": "53-3051.00",
      "slug": "role-53-3051-00",
      "title": "Bus Drivers, School",
      "tier": "Primary-Short"
    },
    {
      "socCode": "53-3052.00",
      "slug": "role-53-3052-00",
      "title": "Bus Drivers, Transit and Intercity",
      "tier": "Primary-Short"
    },
    {
      "socCode": "53-3053.00",
      "slug": "role-53-3053-00",
      "title": "Shuttle Drivers and Chauffeurs",
      "tier": "Primary-Short"
    },
    {
      "socCode": "53-6061.00",
      "slug": "role-53-6061-00",
      "title": "Passenger Attendants",
      "tier": "Primary-Short"
    },
    {
      "socCode": "53-4041.00",
      "slug": "role-53-4041-00",
      "title": "Subway and Streetcar Operators",
      "tier": "Primary-Short"
    },
    {
      "socCode": "53-3054.00",
      "slug": "role-53-3054-00",
      "title": "Taxi Drivers",
      "tier": "Primary-Long"
    },
    {
      "socCode": "33-9091.00",
      "slug": "role-33-9091-00",
      "title": "Crossing Guards and Flaggers",
      "tier": "Primary-Long"
    },
    {
      "socCode": "53-4031.00",
      "slug": "role-53-4031-00",
      "title": "Railroad Conductors and Yardmasters",
      "tier": "Primary-Long"
    },
    {
      "socCode": "43-5032.00",
      "slug": "role-43-5032-00",
      "title": "Dispatchers, Except Police, Fire, and Ambulance",
      "tier": "Primary-Long"
    },
    {
      "socCode": "53-2031.00",
      "slug": "role-53-2031-00",
      "title": "Flight Attendants",
      "tier": "Primary-Long"
    },
    {
      "socCode": "11-9032.00",
      "slug": "role-11-9032-00",
      "title": "Education Administrators, Kindergarten through Secondary",
      "tier": "Supplemental"
    },
    {
      "socCode": "19-3034.00",
      "slug": "role-19-3034-00",
      "title": "School Psychologists",
      "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": [],
  "market": {
    "medianWage": 34980,
    "meanWage": 35270,
    "pct10Wage": 27250,
    "pct25Wage": 31200,
    "pct75Wage": 38840,
    "pct90Wage": 43240,
    "employment": 72140,
    "areaTitle": "U.S."
  },
  "industries": {
    "top": [
      {
        "naics": "61",
        "slug": "61",
        "title": "Educational Services",
        "level": "Sector",
        "employment": 32040,
        "medianWage": 33160,
        "lq": 5.02
      },
      {
        "naics": "48-49",
        "slug": "48-49",
        "title": "Transportation and Warehousing",
        "level": "Sector",
        "employment": 31840,
        "medianWage": 36060,
        "lq": 9.21
      },
      {
        "naics": "62",
        "slug": "62",
        "title": "Health Care and Social Assistance",
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        "employment": 1300,
        "medianWage": 30530,
        "lq": 0.12
      },
      {
        "naics": "56",
        "slug": "56",
        "title": "Administrative and Support and Waste Management and Remediation Services",
        "level": "Sector",
        "employment": 500,
        "medianWage": 35360,
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      },
      {
        "naics": "624120",
        "slug": "624120",
        "title": "Services for the Elderly and Persons with Disabilities",
        "level": "National industry",
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      {
        "naics": "561320",
        "slug": "561320",
        "title": "Temporary Help Services",
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        "medianWage": 35360
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    "concentrated": [
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        "naics": "61",
        "slug": "61",
        "title": "Educational Services",
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        "employment": 32040,
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      {
        "naics": "56",
        "slug": "56",
        "title": "Administrative and Support and Waste Management and Remediation Services",
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      {
        "naics": "62",
        "slug": "62",
        "title": "Health Care and Social Assistance",
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        "employment": 1300,
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      },
      {
        "naics": "624120",
        "slug": "624120",
        "title": "Services for the Elderly and Persons with Disabilities",
        "level": "National industry",
        "employment": 140,
        "lq": 0.12
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    "count": 6
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  "aiSignals": [],
  "aiOutlook": {
    "index": {
      "value": 53,
      "percentile": 52,
      "band": "Moderate",
      "version": "ai-exposure-index-v1",
      "components": [
        {
          "percentile": 21,
          "source": "openai_gpts_are_gpts"
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        {
          "percentile": 85,
          "source": "microsoft_working_with_ai"
        }
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      "componentCount": 2
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    "exposure": [
      {
        "source": "eloundou_gamma",
        "label": "LLM task exposure, γ (OpenAI / Eloundou)",
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        "percentile": 21,
        "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": 0.27468439117644905,
        "percentile": 85,
        "band": "High",
        "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."
      }
    ],
    "eloundou": {
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    "usageTasks": [],
    "bls": {
      "growthPercent": -2.7,
      "growthPercentile": 17,
      "direction": "Declining",
      "annualOpeningsThousands": 12.6,
      "annualOpeningsPercentile": 67,
      "employment2024Thousands": 71.4,
      "employment2034Thousands": 69.5
    },
    "sources": [
      {
        "source": "bls_employment_projections",
        "version": "2024-2034"
      },
      {
        "source": "microsoft_working_with_ai",
        "version": "working-with-ai"
      },
      {
        "source": "openai_gpts_are_gpts",
        "version": "gpts-are-gpts"
      }
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  "counts": {
    "tasks": 18,
    "skills": 1,
    "capabilities": 0,
    "tools": 2,
    "relatedRoles": 20
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  "source": {
    "dataset": "gold.onet_role_starter_surface",
    "version": "30.3",
    "generatedAt": "2026-06-02T21:00:32.945303+00:00",
    "contentHash": "7f322cbd4c0d57b8"
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}