{
  "entityType": "role",
  "schemaVersion": "role.v1",
  "slug": "role-19-4099-00",
  "socCode": "19-4099.00",
  "title": "Life, Physical, and Social Science Technicians, All Other",
  "summary": "All life, physical, and social science technicians not listed separately.",
  "aliases": [
    "Assistant Oceanographer",
    "Biomedical Instrument Technician",
    "City Planning Aide",
    "Colorist",
    "Data Reduction Technician",
    "Excavator",
    "Gamma Facilities Operator",
    "Gamma Ray Operator",
    "Hot Cell Technician",
    "Hydrographer",
    "Laboratory Assistant",
    "Laboratory Technician"
  ],
  "tasks": [],
  "emergingTasks": [],
  "activities": [],
  "capabilities": [],
  "skills": [],
  "tools": [],
  "workContext": [],
  "preparation": {
    "educationDistribution": []
  },
  "personFit": [],
  "relatedRoles": [],
  "careerClusters": [
    {
      "cluster": "Education",
      "slug": "education"
    }
  ],
  "educationLevel": {
    "category": "Associate's degree",
    "slug": "associate-s-degree"
  },
  "studyPrograms": [
    {
      "title": "Homeland Security, Law Enforcement, Firefighting and Related Protective Services",
      "slug": "homeland-security-law-enforcement-firefighting-and-related-protective-services"
    },
    {
      "title": "Physical Sciences",
      "slug": "physical-sciences"
    },
    {
      "title": "Science Technologies/Technicians",
      "slug": "science-technologies-technicians"
    },
    {
      "title": "Social Sciences",
      "slug": "social-sciences"
    }
  ],
  "market": {
    "medianWage": 60130,
    "meanWage": 64640,
    "pct10Wage": 37310,
    "pct25Wage": 46270,
    "pct75Wage": 77990,
    "pct90Wage": 101870,
    "employment": 71400,
    "areaTitle": "U.S."
  },
  "industries": {
    "top": [
      {
        "naics": "61",
        "slug": "61",
        "title": "Educational Services",
        "level": "Sector",
        "employment": 21830,
        "medianWage": 60130,
        "lq": 3.46
      },
      {
        "naics": "54",
        "slug": "54",
        "title": "Professional, Scientific, and Technical Services",
        "level": "Sector",
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        "medianWage": 62460,
        "lq": 3.38
      },
      {
        "naics": "31-33",
        "slug": "31-33",
        "title": "Manufacturing",
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        "employment": 8800,
        "medianWage": 62990,
        "lq": 1.49
      },
      {
        "naics": "56",
        "slug": "56",
        "title": "Administrative and Support and Waste Management and Remediation Services",
        "level": "Sector",
        "employment": 5980,
        "medianWage": 46750,
        "lq": 1.43
      },
      {
        "naics": "561320",
        "slug": "561320",
        "title": "Temporary Help Services",
        "level": "National industry",
        "employment": 5050,
        "medianWage": 46270,
        "lq": 4.11
      },
      {
        "naics": "62",
        "slug": "62",
        "title": "Health Care and Social Assistance",
        "level": "Sector",
        "employment": 4050,
        "medianWage": 59370,
        "lq": 0.38
      },
      {
        "naics": "541380",
        "slug": "541380",
        "title": "Testing Laboratories and Services",
        "level": "National industry",
        "employment": 2040,
        "medianWage": 48470,
        "lq": 25.85
      },
      {
        "naics": "42",
        "slug": "42",
        "title": "Wholesale Trade",
        "level": "Sector",
        "employment": 1210,
        "medianWage": 60980,
        "lq": 0.43
      },
      {
        "naics": "541330",
        "slug": "541330",
        "title": "Engineering Services",
        "level": "National industry",
        "employment": 1180,
        "medianWage": 72900,
        "lq": 2.2
      },
      {
        "naics": "55",
        "slug": "55",
        "title": "Management of Companies and Enterprises",
        "level": "Sector",
        "employment": 730,
        "medianWage": 64720,
        "lq": 0.56
      },
      {
        "naics": "52",
        "slug": "52",
        "title": "Finance and Insurance",
        "level": "Sector",
        "employment": 670,
        "medianWage": 61600,
        "lq": 0.23
      },
      {
        "naics": "541720",
        "slug": "541720",
        "title": "Research and Development in the Social Sciences and Humanities",
        "level": "National industry",
        "employment": 570,
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    ],
    "concentrated": [
      {
        "naics": "541380",
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        "title": "Testing Laboratories and Services",
        "level": "National industry",
        "employment": 2040,
        "lq": 25.85
      },
      {
        "naics": "541720",
        "slug": "541720",
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        "level": "National industry",
        "employment": 570,
        "lq": 20.25
      },
      {
        "naics": "561320",
        "slug": "561320",
        "title": "Temporary Help Services",
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        "employment": 5050,
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      },
      {
        "naics": "61",
        "slug": "61",
        "title": "Educational Services",
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        "employment": 21830,
        "lq": 3.46
      },
      {
        "naics": "54",
        "slug": "54",
        "title": "Professional, Scientific, and Technical Services",
        "level": "Sector",
        "employment": 16840,
        "lq": 3.38
      },
      {
        "naics": "541330",
        "slug": "541330",
        "title": "Engineering Services",
        "level": "National industry",
        "employment": 1180,
        "lq": 2.2
      },
      {
        "naics": "31-33",
        "slug": "31-33",
        "title": "Manufacturing",
        "level": "Sector",
        "employment": 8800,
        "lq": 1.49
      },
      {
        "naics": "56",
        "slug": "56",
        "title": "Administrative and Support and Waste Management and Remediation Services",
        "level": "Sector",
        "employment": 5980,
        "lq": 1.43
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    ],
    "count": 24
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  "aiSignals": [
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      "source": "frey_osborne",
      "label": "Computerization probability",
      "score": 0.61,
      "scale": "0-1 probability",
      "release": "2013-baseline-2016-employment-snapshot"
    },
    {
      "source": "felten_aioe",
      "label": "AI occupational exposure",
      "score": 0.4501044,
      "scale": "relative exposure score",
      "release": "2021-plus-generative-ai-workbooks"
    },
    {
      "source": "felten_image_generation_aioe",
      "label": "Image generation occupational exposure",
      "score": 1.0026,
      "scale": "relative exposure score",
      "release": "2021-plus-generative-ai-workbooks"
    },
    {
      "source": "felten_language_modeling_aioe",
      "label": "Language modeling occupational exposure",
      "score": 0.176155,
      "scale": "relative exposure score",
      "release": "2021-plus-generative-ai-workbooks"
    }
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  "aiOutlook": {
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      "value": 70,
      "percentile": 70,
      "band": "High",
      "version": "ai-exposure-index-v1",
      "components": [
        {
          "percentile": 59,
          "source": "felten_aioe"
        },
        {
          "percentile": 95,
          "source": "openai_gpts_are_gpts"
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        {
          "percentile": 56,
          "source": "microsoft_working_with_ai"
        }
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      "componentCount": 3
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    "exposure": [
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        "source": "felten_aioe",
        "label": "Overall AI exposure (Felten et al.)",
        "value": 0.4501044,
        "percentile": 59,
        "band": "Moderate",
        "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": 1,
        "percentile": 95,
        "band": "High",
        "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": 0.16353393404198527,
        "percentile": 56,
        "band": "Moderate",
        "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": 0.61,
      "percentile": 52,
      "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": true,
    "eloundou": {
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    "usageTasks": [],
    "bls": {
      "growthPercent": 3.5,
      "growthPercentile": 58,
      "direction": "About average",
      "annualOpeningsThousands": 10.6,
      "annualOpeningsPercentile": 65,
      "employment2024Thousands": 83.2,
      "employment2034Thousands": 86.2
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    "sources": [
      {
        "source": "bls_employment_projections",
        "version": "2024-2034"
      },
      {
        "source": "dingel_neiman",
        "version": "dingel-neiman-workathome"
      },
      {
        "source": "felten_aioe",
        "version": "felten-raj-seamans-aioe"
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      {
        "source": "frey_osborne",
        "version": "frey-osborne-automation"
      },
      {
        "source": "microsoft_working_with_ai",
        "version": "working-with-ai"
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      {
        "source": "openai_gpts_are_gpts",
        "version": "gpts-are-gpts"
      }
    ]
  },
  "counts": {
    "tasks": 0,
    "skills": 0,
    "capabilities": 0,
    "tools": 0,
    "relatedRoles": 0
  },
  "source": {
    "dataset": "gold.onet_role_starter_surface",
    "version": "30.3",
    "generatedAt": "2026-06-02T21:00:32.945303+00:00",
    "contentHash": "c0e18d5c935ec92c"
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}