{
  "entityType": "role",
  "schemaVersion": "role.v1",
  "slug": "role-17-3025-00",
  "socCode": "17-3025.00",
  "title": "Environmental Engineering Technologists and Technicians",
  "summary": "Apply theory and principles of environmental engineering to modify, test, and operate equipment and devices used in the prevention, control, and remediation of environmental problems, including waste treatment and site remediation, under the direction of engineering staff or scientists. May assist in the development of environmental remediation devices.",
  "aliases": [
    "Air Quality Instrument Specialist",
    "Environmental Field Technician",
    "Environmental Technician",
    "Haz Tech (Hazardous Technician)",
    "Engineer Technician",
    "Environmental Engineering Assistant",
    "Environmental Engineering Technician",
    "Air Analysis Engineering Technician",
    "Air Analysis Technician",
    "Air Analyst",
    "Air Moving Technician",
    "Air Pollution Specialist"
  ],
  "tasks": [
    {
      "text": "Assist in the cleanup of hazardous material spills.",
      "type": "Supplemental",
      "iwa": "4.A.3.a.1.e"
    },
    {
      "text": "Maintain project logbook records or computer program files.",
      "type": "Core",
      "iwa": "4.A.3.b.6.h"
    },
    {
      "text": "Record laboratory or field data, including numerical data, test results, photographs, or summaries of visual observations.",
      "type": "Core",
      "iwa": "4.A.3.b.6.i"
    },
    {
      "text": "Perform environmental quality work in field or office settings.",
      "type": "Core",
      "iwa": "4.A.1.a.1.j"
    },
    {
      "text": "Produce environmental assessment reports, tabulating data and preparing charts, graphs, or sketches.",
      "type": "Core",
      "iwa": "4.A.3.b.6.c"
    },
    {
      "text": "Collect and analyze pollution samples, such as air or ground water.",
      "type": "Core",
      "iwa": "4.A.2.a.4.l"
    },
    {
      "text": "Decontaminate or test field equipment used to clean or test pollutants from soil, air, or water.",
      "type": "Core",
      "iwa": "4.A.1.b.2.l"
    },
    {
      "text": "Prepare and package environmental samples for shipping or testing.",
      "type": "Core",
      "iwa": "4.A.3.a.2.ap"
    },
    {
      "text": "Maintain process parameters and evaluate process anomalies.",
      "type": "Core",
      "iwa": "4.A.1.a.1.v"
    },
    {
      "text": "Inspect facilities to monitor compliance with regulations governing substances, such as asbestos, lead, or wastewater.",
      "type": "Supplemental",
      "iwa": "4.A.1.b.2.e"
    },
    {
      "text": "Develop work plans, including writing specifications or establishing material, manpower, or facilities needs.",
      "type": "Supplemental",
      "iwa": "4.A.2.b.6.b"
    },
    {
      "text": "Review technical documents to ensure completeness and conformance to requirements.",
      "type": "Core",
      "iwa": "4.A.2.a.4.e"
    }
  ],
  "emergingTasks": [],
  "activities": [
    {
      "name": "Investigate the environmental impact of projects.",
      "iwa": "4.A.1.a.1.j"
    },
    {
      "name": "Create models of engineering designs or methods.",
      "iwa": "4.A.3.b.2.d"
    },
    {
      "name": "Test performance of electrical, electronic, mechanical, or integrated systems or equipment.",
      "iwa": "4.A.1.b.2.l"
    },
    {
      "name": "Maintain clean work areas.",
      "iwa": "4.A.3.a.1.c"
    },
    {
      "name": "Assess product or process usefulness.",
      "iwa": "4.A.2.a.1.g"
    },
    {
      "name": "Package materials for transport.",
      "iwa": "4.A.3.a.2.ap"
    },
    {
      "name": "Monitor processes for compliance with standards.",
      "iwa": "4.A.1.a.2.k"
    },
    {
      "name": "Prepare contracts, disclosures, or applications.",
      "iwa": "4.A.3.b.6.m"
    },
    {
      "name": "Document design or operational test results.",
      "iwa": "4.A.3.b.6.i"
    },
    {
      "name": "Analyze test or validation data.",
      "iwa": "4.A.2.a.4.l"
    },
    {
      "name": "Collect samples of raw materials or finished products.",
      "iwa": "4.A.3.a.2.b"
    },
    {
      "name": "Maintain operational records or records systems.",
      "iwa": "4.A.3.b.6.h"
    },
    {
      "name": "Evaluate environmental impact of operational or development activities.",
      "iwa": "4.A.1.a.1.j"
    },
    {
      "name": "Monitor environmental conditions to detect hazards.",
      "iwa": "4.A.1.a.2.i"
    },
    {
      "name": "Evaluate designs or specifications to ensure quality.",
      "iwa": "4.A.2.a.4.e"
    },
    {
      "name": "Schedule operational activities.",
      "iwa": "4.A.2.b.5.b"
    },
    {
      "name": "Purchase materials, equipment, or other resources.",
      "iwa": "4.A.4.c.3.e"
    },
    {
      "name": "Dispose of hazardous materials.",
      "iwa": "4.A.3.a.1.e"
    },
    {
      "name": "Inspect facilities or sites to determine if they meet specifications or standards.",
      "iwa": "4.A.1.b.2.e"
    },
    {
      "name": "Provide technical guidance to other personnel.",
      "iwa": "4.A.4.b.6.d"
    },
    {
      "name": "Research engineering aspects of biological or chemical processes.",
      "iwa": "4.A.1.a.1.t"
    },
    {
      "name": "Supervise production or support personnel.",
      "iwa": "4.A.4.b.4.a"
    },
    {
      "name": "Prepare technical or operational reports.",
      "iwa": "4.A.3.b.6.c"
    },
    {
      "name": "Investigate system, equipment, or product failures.",
      "iwa": "4.A.1.a.1.v"
    },
    {
      "name": "Advise customers on the use of products or services.",
      "iwa": "4.A.4.b.6.b"
    },
    {
      "name": "Analyze operational data to evaluate operations, processes or products.",
      "iwa": "4.A.2.a.4.g"
    },
    {
      "name": "Prepare detailed work plans.",
      "iwa": "4.A.2.b.6.b"
    }
  ],
  "capabilities": [
    {
      "name": "Written Comprehension",
      "family": "ability",
      "value": 4
    },
    {
      "name": "Deductive Reasoning",
      "family": "ability",
      "value": 4
    },
    {
      "name": "Inductive Reasoning",
      "family": "ability",
      "value": 4
    },
    {
      "name": "Reading Comprehension",
      "family": "essential_skill",
      "value": 3.88
    },
    {
      "name": "Active Listening",
      "family": "essential_skill",
      "value": 3.88
    },
    {
      "name": "Critical Thinking",
      "family": "essential_skill",
      "value": 3.88
    },
    {
      "name": "Oral Comprehension",
      "family": "ability",
      "value": 3.88
    },
    {
      "name": "Oral Expression",
      "family": "ability",
      "value": 3.88
    },
    {
      "name": "Problem Sensitivity",
      "family": "ability",
      "value": 3.88
    },
    {
      "name": "Information Ordering",
      "family": "ability",
      "value": 3.88
    },
    {
      "name": "Active Learning",
      "family": "essential_skill",
      "value": 3.75
    },
    {
      "name": "Near Vision",
      "family": "ability",
      "value": 3.75
    },
    {
      "name": "Speech Clarity",
      "family": "ability",
      "value": 3.75
    },
    {
      "name": "Engineering and Technology",
      "family": "knowledge",
      "value": 3.71
    },
    {
      "name": "Category Flexibility",
      "family": "ability",
      "value": 3.62
    },
    {
      "name": "Mathematics",
      "family": "knowledge",
      "value": 3.57
    },
    {
      "name": "Customer and Personal Service",
      "family": "knowledge",
      "value": 3.54
    },
    {
      "name": "English Language",
      "family": "knowledge",
      "value": 3.42
    },
    {
      "name": "Speaking",
      "family": "essential_skill",
      "value": 3.38
    },
    {
      "name": "Science",
      "family": "essential_skill",
      "value": 3.38
    },
    {
      "name": "Monitoring",
      "family": "essential_skill",
      "value": 3.38
    },
    {
      "name": "Chemistry",
      "family": "knowledge",
      "value": 3.35
    },
    {
      "name": "Judgment and Decision Making",
      "family": "transferable_skill",
      "value": 3.25
    },
    {
      "name": "Mechanical",
      "family": "knowledge",
      "value": 3.23
    },
    {
      "name": "Physics",
      "family": "knowledge",
      "value": 3.21
    },
    {
      "name": "Public Safety and Security",
      "family": "knowledge",
      "value": 3.14
    },
    {
      "name": "Writing",
      "family": "essential_skill",
      "value": 3.12
    },
    {
      "name": "Complex Problem Solving",
      "family": "transferable_skill",
      "value": 3.12
    },
    {
      "name": "Quality Control Analysis",
      "family": "transferable_skill",
      "value": 3.12
    },
    {
      "name": "Time Management",
      "family": "transferable_skill",
      "value": 3.12
    },
    {
      "name": "Written Expression",
      "family": "ability",
      "value": 3.12
    },
    {
      "name": "Selective Attention",
      "family": "ability",
      "value": 3.12
    },
    {
      "name": "Speech Recognition",
      "family": "ability",
      "value": 3.12
    },
    {
      "name": "Mathematics",
      "family": "essential_skill",
      "value": 3
    },
    {
      "name": "Learning Strategies",
      "family": "essential_skill",
      "value": 3
    },
    {
      "name": "Social Perceptiveness",
      "family": "transferable_skill",
      "value": 3
    },
    {
      "name": "Coordination",
      "family": "transferable_skill",
      "value": 3
    },
    {
      "name": "Operations Monitoring",
      "family": "transferable_skill",
      "value": 3
    },
    {
      "name": "Systems Analysis",
      "family": "transferable_skill",
      "value": 3
    },
    {
      "name": "Management of Personnel Resources",
      "family": "transferable_skill",
      "value": 3
    }
  ],
  "skills": [
    {
      "name": "Inductive Reasoning",
      "type": "Common Skill"
    },
    {
      "name": "Deductive Reasoning",
      "type": "Common Skill"
    },
    {
      "name": "Reading Comprehension",
      "type": "Common Skill"
    },
    {
      "name": "Information Ordering",
      "type": "Specialized Skill"
    },
    {
      "name": "Critical Thinking",
      "type": "Common Skill"
    },
    {
      "name": "Active Listening",
      "type": "Common Skill"
    },
    {
      "name": "Active Learning",
      "type": "Common Skill"
    },
    {
      "name": "Mathematics",
      "type": "Common Skill"
    },
    {
      "name": "English Language",
      "type": "Common Skill"
    },
    {
      "name": "Chemistry",
      "type": "Specialized Skill"
    },
    {
      "name": "Physics",
      "type": "Specialized Skill"
    },
    {
      "name": "Writing",
      "type": "Common Skill"
    },
    {
      "name": "Time Management",
      "type": "Common Skill"
    },
    {
      "name": "Speech Recognition",
      "type": "Specialized Skill"
    },
    {
      "name": "Complex Problem Solving",
      "type": "Common Skill"
    },
    {
      "name": "Systems Analysis",
      "type": "Specialized Skill"
    },
    {
      "name": "Social Perceptiveness",
      "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": "Finger Dexterity",
      "type": "Common Skill"
    },
    {
      "name": "Visualization",
      "type": "Specialized Skill"
    },
    {
      "name": "Negotiation",
      "type": "Common Skill"
    },
    {
      "name": "Instructing",
      "type": "Specialized Skill"
    },
    {
      "name": "Biology",
      "type": "Specialized Skill"
    },
    {
      "name": "Depth Perception",
      "type": "Common Skill"
    },
    {
      "name": "Geography",
      "type": "Specialized Skill"
    },
    {
      "name": "Equipment Selection",
      "type": "Specialized Skill"
    },
    {
      "name": "Equipment Maintenance",
      "type": "Specialized Skill"
    },
    {
      "name": "Statistical Software",
      "type": "Specialized Skill"
    },
    {
      "name": "Simulation Software",
      "type": "Specialized Skill"
    },
    {
      "name": "HEC-RAS",
      "type": "Specialized Skill"
    },
    {
      "name": "Email Software",
      "type": "Specialized Skill"
    },
    {
      "name": "Database Software",
      "type": "Specialized Skill"
    },
    {
      "name": "Ansys Simulation Software",
      "type": "Specialized Skill"
    },
    {
      "name": "Adobe PageMaker",
      "type": "Specialized Skill"
    },
    {
      "name": "Telecommunications",
      "type": "Specialized Skill"
    }
  ],
  "tools": [
    {
      "example": "Autodesk AutoCAD",
      "category": "Computer aided design CAD software",
      "hot": true,
      "inDemand": false
    },
    {
      "example": "Autodesk AutoCAD Civil 3D",
      "category": "Computer aided design CAD software",
      "hot": true,
      "inDemand": false
    },
    {
      "example": "Bentley MicroStation",
      "category": "Computer aided design CAD software",
      "hot": true,
      "inDemand": false
    },
    {
      "example": "C++",
      "category": "Object or component oriented development software",
      "hot": true,
      "inDemand": false
    },
    {
      "example": "ESRI ArcGIS software",
      "category": "Geographic information system",
      "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": "Python",
      "category": "Object or component oriented development software",
      "hot": true,
      "inDemand": false
    },
    {
      "example": "SAS",
      "category": "Analytical or scientific software",
      "hot": true,
      "inDemand": false
    },
    {
      "example": "The MathWorks MATLAB",
      "category": "Analytical or scientific software",
      "hot": true,
      "inDemand": false
    },
    {
      "example": "Adobe PageMaker",
      "category": "Desktop publishing software",
      "hot": false,
      "inDemand": false
    },
    {
      "example": "Air dispersion modeling software",
      "category": "Analytical or scientific software",
      "hot": false,
      "inDemand": false
    },
    {
      "example": "ANSYS simulation software",
      "category": "Analytical or scientific software",
      "hot": false,
      "inDemand": false
    },
    {
      "example": "Computer aided design and drafting CADD software",
      "category": "Computer aided design CAD software",
      "hot": false,
      "inDemand": false
    },
    {
      "example": "Continuous emission management software",
      "category": "Compliance software",
      "hot": false,
      "inDemand": false
    },
    {
      "example": "Database software",
      "category": "Data base user interface and query software",
      "hot": false,
      "inDemand": false
    },
    {
      "example": "DHI Water and Environment MIKE SHE",
      "category": "Analytical or scientific software",
      "hot": false,
      "inDemand": false
    },
    {
      "example": "Ecological risk assessment software",
      "category": "Analytical or scientific software",
      "hot": false,
      "inDemand": false
    },
    {
      "example": "Email software",
      "category": "Electronic mail software",
      "hot": false,
      "inDemand": false
    },
    {
      "example": "Environmental health and safety documentation software",
      "category": "Compliance software",
      "hot": false,
      "inDemand": false
    },
    {
      "example": "Formula translation/translator FORTRAN",
      "category": "Development environment software",
      "hot": false,
      "inDemand": false
    },
    {
      "example": "Fugitive emission leak detection software",
      "category": "Industrial control software",
      "hot": false,
      "inDemand": false
    },
    {
      "example": "GAEA Technologies WinSieve",
      "category": "Categorization or classification software",
      "hot": false,
      "inDemand": false
    },
    {
      "example": "Gas dispersion model software",
      "category": "Analytical or scientific software",
      "hot": false,
      "inDemand": false
    },
    {
      "example": "Gel documentation software",
      "category": "Document management software",
      "hot": false,
      "inDemand": false
    },
    {
      "example": "Geographic information system GIS software",
      "category": "Geographic information system",
      "hot": false,
      "inDemand": false
    },
    {
      "example": "Geographic information system GIS systems",
      "category": "Geographic information system",
      "hot": false,
      "inDemand": false
    },
    {
      "example": "Geomechanical design analysis GDA software",
      "category": "Map creation software",
      "hot": false,
      "inDemand": false
    },
    {
      "example": "Greenhouse gas management software",
      "category": "Compliance software",
      "hot": false,
      "inDemand": false
    },
    {
      "example": "Hazardous materials management HMS software",
      "category": "Compliance software",
      "hot": false,
      "inDemand": false
    },
    {
      "example": "HEC-RAS",
      "category": "Analytical or scientific software",
      "hot": false,
      "inDemand": false
    },
    {
      "example": "Hydrologic simulation program fortan HSPF software",
      "category": "Analytical or scientific software",
      "hot": false,
      "inDemand": false
    },
    {
      "example": "Insightful S-PLUS",
      "category": "Analytical or scientific software",
      "hot": false,
      "inDemand": false
    },
    {
      "example": "Laboratory information management system LIMS",
      "category": "Analytical or scientific software",
      "hot": false,
      "inDemand": false
    },
    {
      "example": "LINDO Systems optimization modeling software",
      "category": "Analytical or scientific software",
      "hot": false,
      "inDemand": false
    },
    {
      "example": "Maplesoft Maple",
      "category": "Analytical or scientific software",
      "hot": false,
      "inDemand": false
    }
  ],
  "workContext": [
    {
      "name": "E-Mail",
      "value": 4.75
    },
    {
      "name": "Face-to-Face Discussions with Individuals and Within Teams",
      "value": 4.72
    },
    {
      "name": "Telephone Conversations",
      "value": 4.47
    },
    {
      "name": "Contact With Others",
      "value": 4.42
    },
    {
      "name": "Impact of Decisions on Co-workers or Company Results",
      "value": 3.98
    },
    {
      "name": "Work With or Contribute to a Work Group or Team",
      "value": 3.95
    },
    {
      "name": "Importance of Being Exact or Accurate",
      "value": 3.93
    },
    {
      "name": "Written Letters and Memos",
      "value": 3.91
    },
    {
      "name": "Health and Safety of Other Workers",
      "value": 3.8
    },
    {
      "name": "Determine Tasks, Priorities and Goals",
      "value": 3.77
    },
    {
      "name": "Outdoors, Exposed to All Weather Conditions",
      "value": 3.73
    },
    {
      "name": "Indoors, Environmentally Controlled",
      "value": 3.72
    },
    {
      "name": "Frequency of Decision Making",
      "value": 3.68
    },
    {
      "name": "Deal With External Customers or the Public in General",
      "value": 3.57
    },
    {
      "name": "Freedom to Make Decisions",
      "value": 3.57
    },
    {
      "name": "Wear Common Protective or Safety Equipment such as Safety Shoes, Glasses, Gloves, Hearing Protection, Hard Hats, or Life Jackets",
      "value": 3.55
    },
    {
      "name": "In an Enclosed Vehicle or Operate Enclosed Equipment",
      "value": 3.54
    },
    {
      "name": "Coordinate or Lead Others in Accomplishing Work Activities",
      "value": 3.5
    },
    {
      "name": "Time Pressure",
      "value": 3.5
    },
    {
      "name": "Exposed to Contaminants",
      "value": 3.47
    },
    {
      "name": "Importance of Repeating Same Tasks",
      "value": 3.43
    },
    {
      "name": "Work Outcomes and Results of Other Workers",
      "value": 3.33
    },
    {
      "name": "Spend Time Sitting",
      "value": 3.26
    },
    {
      "name": "Exposed to Sounds, Noise Levels that are Distracting or Uncomfortable",
      "value": 3.21
    },
    {
      "name": "Spend Time Making Repetitive Motions",
      "value": 2.97
    },
    {
      "name": "Consequence of Error",
      "value": 2.95
    },
    {
      "name": "Indoors, Not Environmentally Controlled",
      "value": 2.93
    },
    {
      "name": "Exposed to Hazardous Conditions",
      "value": 2.91
    },
    {
      "name": "Level of Competition",
      "value": 2.87
    },
    {
      "name": "Physical Proximity",
      "value": 2.86
    },
    {
      "name": "Exposed to Hazardous Equipment",
      "value": 2.85
    },
    {
      "name": "Exposed to Minor Burns, Cuts, Bites, or Stings",
      "value": 2.85
    },
    {
      "name": "Spend Time Using Your Hands to Handle, Control, or Feel Objects, Tools, or Controls",
      "value": 2.82
    },
    {
      "name": "Conflict Situations",
      "value": 2.76
    },
    {
      "name": "Exposed to Very Hot or Cold Temperatures",
      "value": 2.75
    },
    {
      "name": "Dealing With Unpleasant, Angry, or Discourteous People",
      "value": 2.56
    },
    {
      "name": "Spend Time Standing",
      "value": 2.55
    },
    {
      "name": "Exposed to Extremely Bright or Inadequate Lighting Conditions",
      "value": 2.53
    },
    {
      "name": "Outdoors, Under Cover",
      "value": 2.5
    },
    {
      "name": "Spend Time Walking or Running",
      "value": 2.33
    }
  ],
  "preparation": {
    "jobZone": "4",
    "jobZoneName": "Job Zone Four: Considerable Preparation Needed",
    "education": "Most of these occupations require a four-year bachelor's degree, but some do not.",
    "experience": "A considerable amount of work-related skill, knowledge, or experience is needed for these occupations. For example, an accountant must complete four years of college and work for several years in accounting to be considered qualified.",
    "svpRange": "(7.0 to < 8.0)",
    "educationDistribution": [
      {
        "label": "Bachelor's Degree",
        "percentage": 67.31
      },
      {
        "label": "High School Diploma",
        "percentage": 10.79
      },
      {
        "label": "Post-Secondary Certificate",
        "percentage": 8.19
      },
      {
        "label": "Some College Courses",
        "percentage": 6.64
      },
      {
        "label": "Post-Baccalaureate Certificate",
        "percentage": 4.74
      },
      {
        "label": "Associate's Degree (or other 2-year degree)",
        "percentage": 1.46
      },
      {
        "label": "Master's Degree",
        "percentage": 0.88
      }
    ]
  },
  "personFit": [
    {
      "name": "Realistic",
      "family": "career_interest_type",
      "value": 6.28
    },
    {
      "name": "Investigative",
      "family": "career_interest_type",
      "value": 5.9
    },
    {
      "name": "Engineering",
      "family": "specific_interest_area",
      "value": 5.9
    },
    {
      "name": "Physical Science",
      "family": "specific_interest_area",
      "value": 5.03
    },
    {
      "name": "Conventional",
      "family": "career_interest_type",
      "value": 4.8
    },
    {
      "name": "Mechanics/Electronics",
      "family": "specific_interest_area",
      "value": 3.8
    },
    {
      "name": "Nature/Outdoors",
      "family": "specific_interest_area",
      "value": 3.76
    },
    {
      "name": "Mathematics/Statistics",
      "family": "specific_interest_area",
      "value": 3.67
    },
    {
      "name": "Physical/Manual Labor",
      "family": "specific_interest_area",
      "value": 3.05
    },
    {
      "name": "Dependability",
      "family": "work_style",
      "value": 3
    },
    {
      "name": "Life Science",
      "family": "specific_interest_area",
      "value": 2.73
    },
    {
      "name": "Attention to Detail",
      "family": "work_style",
      "value": 2.67
    },
    {
      "name": "Information Technology",
      "family": "specific_interest_area",
      "value": 2.47
    },
    {
      "name": "Office Work",
      "family": "specific_interest_area",
      "value": 2.18
    },
    {
      "name": "Cautiousness",
      "family": "work_style",
      "value": 2.17
    },
    {
      "name": "Transportation/Machine Operation",
      "family": "specific_interest_area",
      "value": 2.04
    }
  ],
  "relatedRoles": [
    {
      "socCode": "19-4042.00",
      "slug": "role-19-4042-00",
      "title": "Environmental Science and Protection Technicians, Including Health",
      "tier": "Primary-Short"
    },
    {
      "socCode": "17-2081.00",
      "slug": "role-17-2081-00",
      "title": "Environmental Engineers",
      "tier": "Primary-Short"
    },
    {
      "socCode": "19-2041.00",
      "slug": "role-19-2041-00",
      "title": "Environmental Scientists and Specialists, Including Health",
      "tier": "Primary-Short"
    },
    {
      "socCode": "13-1041.01",
      "slug": "role-13-1041-01",
      "title": "Environmental Compliance Inspectors",
      "tier": "Primary-Short"
    },
    {
      "socCode": "51-8031.00",
      "slug": "role-51-8031-00",
      "title": "Water and Wastewater Treatment Plant and System Operators",
      "tier": "Primary-Short"
    },
    {
      "socCode": "17-2051.02",
      "slug": "role-17-2051-02",
      "title": "Water/Wastewater Engineers",
      "tier": "Primary-Long"
    },
    {
      "socCode": "17-2112.00",
      "slug": "role-17-2112-00",
      "title": "Industrial Engineers",
      "tier": "Primary-Long"
    },
    {
      "socCode": "17-3026.00",
      "slug": "role-17-3026-00",
      "title": "Industrial Engineering Technologists and Technicians",
      "tier": "Primary-Long"
    },
    {
      "socCode": "19-4043.00",
      "slug": "role-19-4043-00",
      "title": "Geological Technicians, Except Hydrologic Technicians",
      "tier": "Primary-Long"
    },
    {
      "socCode": "17-2041.00",
      "slug": "role-17-2041-00",
      "title": "Chemical Engineers",
      "tier": "Primary-Long"
    },
    {
      "socCode": "17-2141.00",
      "slug": "role-17-2141-00",
      "title": "Mechanical Engineers",
      "tier": "Supplemental"
    },
    {
      "socCode": "17-3021.00",
      "slug": "role-17-3021-00",
      "title": "Aerospace Engineering and Operations Technologists and Technicians",
      "tier": "Supplemental"
    }
  ],
  "careerClusters": [
    {
      "cluster": "Advanced Manufacturing",
      "slug": "advanced-manufacturing"
    },
    {
      "cluster": "Agriculture",
      "slug": "agriculture"
    },
    {
      "cluster": "Energy & Natural Resources",
      "slug": "energy-natural-resources"
    }
  ],
  "educationLevel": {
    "category": "Associate's degree",
    "slug": "associate-s-degree"
  },
  "studyPrograms": [
    {
      "title": "Biological and Biomedical Sciences",
      "slug": "biological-and-biomedical-sciences"
    },
    {
      "title": "Engineering/Engineering-Related Technologies/Technicians",
      "slug": "engineering-engineering-related-technologies-technicians"
    }
  ],
  "market": {
    "medianWage": 58890,
    "meanWage": 63070,
    "pct10Wage": 39670,
    "pct25Wage": 48250,
    "pct75Wage": 75290,
    "pct90Wage": 92280,
    "employment": 12500,
    "areaTitle": "U.S."
  },
  "industries": {
    "top": [
      {
        "naics": "54",
        "slug": "54",
        "title": "Professional, Scientific, and Technical Services",
        "level": "Sector",
        "employment": 7600,
        "medianWage": 56360,
        "lq": 8.7
      },
      {
        "naics": "541330",
        "slug": "541330",
        "title": "Engineering Services",
        "level": "National industry",
        "employment": 4740,
        "medianWage": 56930,
        "lq": 50.57
      },
      {
        "naics": "31-33",
        "slug": "31-33",
        "title": "Manufacturing",
        "level": "Sector",
        "employment": 990,
        "medianWage": 78540,
        "lq": 0.96
      },
      {
        "naics": "56",
        "slug": "56",
        "title": "Administrative and Support and Waste Management and Remediation Services",
        "level": "Sector",
        "employment": 960,
        "medianWage": 55460,
        "lq": 1.31
      },
      {
        "naics": "541380",
        "slug": "541380",
        "title": "Testing Laboratories and Services",
        "level": "National industry",
        "employment": 590,
        "medianWage": 50860,
        "lq": 42.71
      },
      {
        "naics": "55",
        "slug": "55",
        "title": "Management of Companies and Enterprises",
        "level": "Sector",
        "employment": 200,
        "medianWage": 75520,
        "lq": 0.88
      },
      {
        "naics": "21",
        "slug": "21",
        "title": "Mining, Quarrying, and Oil and Gas Extraction",
        "level": "Sector",
        "employment": 180,
        "medianWage": 75670,
        "lq": 3.87
      },
      {
        "naics": "23",
        "slug": "23",
        "title": "Construction",
        "level": "Sector",
        "employment": 120,
        "medianWage": 45960,
        "lq": 0.18
      },
      {
        "naics": "561320",
        "slug": "561320",
        "title": "Temporary Help Services",
        "level": "National industry",
        "employment": 100,
        "medianWage": 48160,
        "lq": 0.47
      },
      {
        "naics": "61",
        "slug": "61",
        "title": "Educational Services",
        "level": "Sector",
        "employment": 80,
        "medianWage": 61780
      },
      {
        "naics": "22",
        "slug": "22",
        "title": "Utilities",
        "level": "Sector",
        "employment": 70,
        "medianWage": 87550
      },
      {
        "naics": "81",
        "slug": "81",
        "title": "Other Services (except Public Administration)",
        "level": "Sector",
        "employment": 60,
        "medianWage": 50700
      }
    ],
    "concentrated": [
      {
        "naics": "541330",
        "slug": "541330",
        "title": "Engineering Services",
        "level": "National industry",
        "employment": 4740,
        "lq": 50.57
      },
      {
        "naics": "541380",
        "slug": "541380",
        "title": "Testing Laboratories and Services",
        "level": "National industry",
        "employment": 590,
        "lq": 42.71
      },
      {
        "naics": "54",
        "slug": "54",
        "title": "Professional, Scientific, and Technical Services",
        "level": "Sector",
        "employment": 7600,
        "lq": 8.7
      },
      {
        "naics": "21",
        "slug": "21",
        "title": "Mining, Quarrying, and Oil and Gas Extraction",
        "level": "Sector",
        "employment": 180,
        "lq": 3.87
      },
      {
        "naics": "56",
        "slug": "56",
        "title": "Administrative and Support and Waste Management and Remediation Services",
        "level": "Sector",
        "employment": 960,
        "lq": 1.31
      },
      {
        "naics": "31-33",
        "slug": "31-33",
        "title": "Manufacturing",
        "level": "Sector",
        "employment": 990,
        "lq": 0.96
      },
      {
        "naics": "55",
        "slug": "55",
        "title": "Management of Companies and Enterprises",
        "level": "Sector",
        "employment": 200,
        "lq": 0.88
      },
      {
        "naics": "561320",
        "slug": "561320",
        "title": "Temporary Help Services",
        "level": "National industry",
        "employment": 100,
        "lq": 0.47
      }
    ],
    "count": 13
  },
  "aiSignals": [
    {
      "source": "frey_osborne",
      "label": "Computerization probability",
      "score": 0.25,
      "scale": "0-1 probability",
      "release": "2013-baseline-2016-employment-snapshot"
    },
    {
      "source": "felten_aioe",
      "label": "AI occupational exposure",
      "score": 0.0438054,
      "scale": "relative exposure score",
      "release": "2021-plus-generative-ai-workbooks"
    },
    {
      "source": "felten_image_generation_aioe",
      "label": "Image generation occupational exposure",
      "score": 0.4686876,
      "scale": "relative exposure score",
      "release": "2021-plus-generative-ai-workbooks"
    },
    {
      "source": "felten_language_modeling_aioe",
      "label": "Language modeling occupational exposure",
      "score": -0.1238053,
      "scale": "relative exposure score",
      "release": "2021-plus-generative-ai-workbooks"
    }
  ],
  "aiOutlook": {
    "index": {
      "value": 56,
      "percentile": 55,
      "band": "Moderate",
      "version": "ai-exposure-index-v1",
      "components": [
        {
          "percentile": 49,
          "source": "felten_aioe"
        },
        {
          "percentile": 56,
          "source": "openai_gpts_are_gpts"
        },
        {
          "percentile": 62,
          "source": "microsoft_working_with_ai"
        }
      ],
      "componentCount": 3
    },
    "exposure": [
      {
        "source": "felten_aioe",
        "label": "Overall AI exposure (Felten et al.)",
        "value": 0.0438054,
        "percentile": 49,
        "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": 0.7105263157894737,
        "percentile": 56,
        "band": "Moderate",
        "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": 0.1801749677294792,
        "percentile": 62,
        "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": 0.25,
      "percentile": 37,
      "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": 0.10526315789473684,
      "beta": 0.40789473684210525,
      "gamma": 0.7105263157894737
    },
    "usageTasks": [
      {
        "task": "Record laboratory or field data, including numerical data, test results, photographs, or summaries of visual observations.",
        "usagePercent": 0.005957051711317166,
        "importance": 3.99
      },
      {
        "task": "Develop work plans, including writing specifications or establishing material, manpower, or facilities needs.",
        "usagePercent": 0.0031839414319108986,
        "importance": 3.83
      },
      {
        "task": "Create models to demonstrate or predict the process by which pollutants move through or impact an environment.",
        "usagePercent": 0.002464986915027793,
        "importance": 3.24
      }
    ],
    "usageRelease": "2026-01-15-v4-plus-2025-03-27-v2",
    "bls": {
      "growthPercent": 1.2,
      "growthPercentile": 33,
      "direction": "About average",
      "annualOpeningsThousands": 1.1,
      "annualOpeningsPercentile": 17,
      "employment2024Thousands": 12.9,
      "employment2034Thousands": 13
    },
    "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": 2,
    "taskCount": 3,
    "totalSample": 126,
    "autonomyMedian": 3.5,
    "dominantCollaboration": "directive",
    "automationShare": 42.45,
    "workUsePercent": 27.36,
    "collaboration": [
      {
        "label": "directive",
        "percent": 42.45
      }
    ],
    "useCase": [
      {
        "label": "personal",
        "percent": 53.77
      },
      {
        "label": "work",
        "percent": 27.36
      }
    ],
    "delegatedTasks": [
      {
        "task": "Record laboratory or field data, including numerical data, test results, photographs, or summaries of visual observations.",
        "usagePercent": 0.007000875109388674,
        "collaboration": "directive",
        "autonomyMedian": 3,
        "sampleCount": 70
      },
      {
        "task": "Review technical documents to ensure completeness and conformance to requirements.",
        "usagePercent": 0.003600450056257032,
        "autonomyMedian": 4,
        "sampleCount": 36
      }
    ],
    "boundaryTasks": [
      {
        "task": "Review technical documents to ensure completeness and conformance to requirements.",
        "humanNeededPercent": 97.22222222222221,
        "sampleCount": 36
      },
      {
        "task": "Record laboratory or field data, including numerical data, test results, photographs, or summaries of visual observations.",
        "humanNeededPercent": 94.28571428571428,
        "sampleCount": 70
      }
    ],
    "seedPrompts": [
      {
        "prompt": "Do this for me: record laboratory or field data, including numerical data, test results, photographs, or summaries of visual observations. Give me a finished draft I can review and adjust.",
        "collaboration": "directive"
      },
      {
        "prompt": "Help me with this part of my job: review technical documents to ensure completeness and conformance to requirements"
      }
    ],
    "release": "2026-01-15-v4-plus-2025-03-27-v2"
  },
  "counts": {
    "tasks": 26,
    "skills": 45,
    "capabilities": 120,
    "tools": 69,
    "relatedRoles": 20
  },
  "source": {
    "dataset": "gold.onet_role_starter_surface",
    "version": "30.3",
    "generatedAt": "2026-06-02T21:00:32.945303+00:00",
    "contentHash": "5f0e0fe672f28fc3"
  }
}