{
  "entityType": "role",
  "schemaVersion": "role.v1",
  "slug": "role-19-3039-02",
  "socCode": "19-3039.02",
  "title": "Neuropsychologists",
  "summary": "Apply theories and principles of neuropsychology to evaluate and diagnose disorders of higher cerebral functioning, often in research and medical settings. Study the human brain and the effect of physiological states on human cognition and behavior. May formulate and administer programs of treatment.",
  "aliases": [
    "Board Certified Neuropsychologist",
    "Neuropsychologist",
    "Pediatric Neuropsychologist",
    "Staff Psychologist",
    "Aviation Neuropsychologist",
    "Child and Adolescent Neuropsychologist",
    "Forensic Neuropsychologist",
    "Neuropsychology Medical Consultant",
    "Adult Neuropsychologist"
  ],
  "tasks": [
    {
      "text": "Conduct neuropsychological evaluations such as assessments of intelligence, academic ability, attention, concentration, sensorimotor function, language, learning, and memory.",
      "type": "Core",
      "iwa": "4.A.4.c.2.b"
    },
    {
      "text": "Write or prepare detailed clinical neuropsychological reports, using data from psychological or neuropsychological tests, self-report measures, rating scales, direct observations, or interviews.",
      "type": "Core",
      "iwa": "4.A.3.b.6.c"
    },
    {
      "text": "Interview patients to obtain comprehensive medical histories.",
      "type": "Core",
      "iwa": "4.A.1.a.1.l"
    },
    {
      "text": "Diagnose and treat conditions involving injury to the central nervous system, such as cerebrovascular accidents, neoplasms, infectious or inflammatory diseases, degenerative diseases, head traumas, demyelinating diseases, and various forms of dementing illnesses.",
      "type": "Core",
      "iwa": "4.A.2.b.1.f"
    },
    {
      "text": "Establish neurobehavioral baseline measures for monitoring progressive cerebral disease or recovery.",
      "type": "Core",
      "iwa": "4.A.3.b.2.f"
    },
    {
      "text": "Provide education or counseling to individuals and families.",
      "type": "Core",
      "iwa": "4.A.4.b.6.j"
    },
    {
      "text": "Diagnose and treat pediatric populations for conditions such as learning disabilities with developmental or organic bases.",
      "type": "Core",
      "iwa": "4.A.2.b.1.f"
    },
    {
      "text": "Read current literature, talk with colleagues, and participate in professional organizations or conferences to keep abreast of developments in neuropsychology.",
      "type": "Core",
      "iwa": "4.A.2.b.3.a"
    },
    {
      "text": "Participate in educational programs, in-service training, or workshops to remain current in methods and techniques.",
      "type": "Core",
      "iwa": "4.A.2.b.3.a"
    },
    {
      "text": "Consult with other professionals about patients' neurological conditions.",
      "type": "Core",
      "iwa": "4.A.4.a.2.d"
    },
    {
      "text": "Educate and supervise practicum students, psychology interns, or hospital staff.",
      "type": "Core",
      "iwa": "4.A.4.b.3.b"
    },
    {
      "text": "Design or implement rehabilitation plans for patients with cognitive dysfunction.",
      "type": "Core",
      "iwa": "4.A.2.b.2.l"
    }
  ],
  "emergingTasks": [],
  "activities": [
    {
      "name": "Administer standardized physical or psychological tests.",
      "iwa": "4.A.4.c.2.b"
    },
    {
      "name": "Conduct research to increase knowledge about medical issues.",
      "iwa": "4.A.1.a.1.s"
    },
    {
      "name": "Collaborate with healthcare professionals to plan or provide treatment.",
      "iwa": "4.A.4.a.2.d"
    },
    {
      "name": "Design psychological or educational treatment procedures or programs.",
      "iwa": "4.A.2.b.2.l"
    },
    {
      "name": "Direct medical science or healthcare programs.",
      "iwa": "4.A.4.b.4.e"
    },
    {
      "name": "Diagnose neural or psychological disorders.",
      "iwa": "4.A.2.b.1.f"
    },
    {
      "name": "Instruct college students in social sciences or humanities disciplines.",
      "iwa": "4.A.4.b.3.b"
    },
    {
      "name": "Establish standards for medical care.",
      "iwa": "4.A.3.b.2.f"
    },
    {
      "name": "Collect information from people through observation, interviews, or surveys.",
      "iwa": "4.A.1.a.1.l"
    },
    {
      "name": "Attend conferences or workshops to maintain professional knowledge.",
      "iwa": "4.A.2.b.3.a"
    },
    {
      "name": "Counsel clients on mental health or personal achievement.",
      "iwa": "4.A.4.b.6.j"
    },
    {
      "name": "Review professional literature to maintain professional knowledge.",
      "iwa": "4.A.2.b.3.a"
    },
    {
      "name": "Prepare scientific or technical reports or presentations.",
      "iwa": "4.A.3.b.6.c"
    }
  ],
  "capabilities": [
    {
      "name": "Psychology",
      "family": "knowledge",
      "value": 5
    },
    {
      "name": "Written Comprehension",
      "family": "ability",
      "value": 4.62
    },
    {
      "name": "Therapy and Counseling",
      "family": "knowledge",
      "value": 4.56
    },
    {
      "name": "Reading Comprehension",
      "family": "essential_skill",
      "value": 4.5
    },
    {
      "name": "Active Listening",
      "family": "essential_skill",
      "value": 4.5
    },
    {
      "name": "Oral Comprehension",
      "family": "ability",
      "value": 4.5
    },
    {
      "name": "Oral Expression",
      "family": "ability",
      "value": 4.5
    },
    {
      "name": "Written Expression",
      "family": "ability",
      "value": 4.5
    },
    {
      "name": "English Language",
      "family": "knowledge",
      "value": 4.44
    },
    {
      "name": "Writing",
      "family": "essential_skill",
      "value": 4.38
    },
    {
      "name": "Inductive Reasoning",
      "family": "ability",
      "value": 4.38
    },
    {
      "name": "Speaking",
      "family": "essential_skill",
      "value": 4.25
    },
    {
      "name": "Critical Thinking",
      "family": "essential_skill",
      "value": 4.25
    },
    {
      "name": "Judgment and Decision Making",
      "family": "transferable_skill",
      "value": 4.25
    },
    {
      "name": "Deductive Reasoning",
      "family": "ability",
      "value": 4.25
    },
    {
      "name": "Social Perceptiveness",
      "family": "transferable_skill",
      "value": 4.12
    },
    {
      "name": "Complex Problem Solving",
      "family": "transferable_skill",
      "value": 4.12
    },
    {
      "name": "Education and Training",
      "family": "knowledge",
      "value": 4.12
    },
    {
      "name": "Problem Sensitivity",
      "family": "ability",
      "value": 4.12
    },
    {
      "name": "Speech Recognition",
      "family": "ability",
      "value": 4
    },
    {
      "name": "Speech Clarity",
      "family": "ability",
      "value": 4
    },
    {
      "name": "Active Learning",
      "family": "essential_skill",
      "value": 3.88
    },
    {
      "name": "Customer and Personal Service",
      "family": "knowledge",
      "value": 3.88
    },
    {
      "name": "Medicine and Dentistry",
      "family": "knowledge",
      "value": 3.88
    },
    {
      "name": "Category Flexibility",
      "family": "ability",
      "value": 3.75
    },
    {
      "name": "Sociology and Anthropology",
      "family": "knowledge",
      "value": 3.67
    },
    {
      "name": "Science",
      "family": "essential_skill",
      "value": 3.62
    },
    {
      "name": "Monitoring",
      "family": "essential_skill",
      "value": 3.62
    },
    {
      "name": "Service Orientation",
      "family": "transferable_skill",
      "value": 3.62
    },
    {
      "name": "Information Ordering",
      "family": "ability",
      "value": 3.62
    },
    {
      "name": "Near Vision",
      "family": "ability",
      "value": 3.62
    },
    {
      "name": "Learning Strategies",
      "family": "essential_skill",
      "value": 3.5
    },
    {
      "name": "Biology",
      "family": "knowledge",
      "value": 3.5
    },
    {
      "name": "Instructing",
      "family": "transferable_skill",
      "value": 3.38
    },
    {
      "name": "Coordination",
      "family": "transferable_skill",
      "value": 3.25
    },
    {
      "name": "Persuasion",
      "family": "transferable_skill",
      "value": 3.25
    },
    {
      "name": "Systems Analysis",
      "family": "transferable_skill",
      "value": 3.25
    },
    {
      "name": "Systems Evaluation",
      "family": "transferable_skill",
      "value": 3.25
    },
    {
      "name": "Administrative",
      "family": "knowledge",
      "value": 3.25
    },
    {
      "name": "Fluency of Ideas",
      "family": "ability",
      "value": 3.25
    }
  ],
  "skills": [
    {
      "name": "Psychology",
      "type": "Specialized Skill"
    },
    {
      "name": "Reading Comprehension",
      "type": "Common Skill"
    },
    {
      "name": "Active Listening",
      "type": "Common Skill"
    },
    {
      "name": "English Language",
      "type": "Common Skill"
    },
    {
      "name": "Writing",
      "type": "Common Skill"
    },
    {
      "name": "Inductive Reasoning",
      "type": "Common Skill"
    },
    {
      "name": "Deductive Reasoning",
      "type": "Common Skill"
    },
    {
      "name": "Critical Thinking",
      "type": "Common Skill"
    },
    {
      "name": "Social Perceptiveness",
      "type": "Common Skill"
    },
    {
      "name": "Complex Problem Solving",
      "type": "Common Skill"
    },
    {
      "name": "Speech Recognition",
      "type": "Specialized Skill"
    },
    {
      "name": "Active Learning",
      "type": "Common Skill"
    },
    {
      "name": "Information Ordering",
      "type": "Specialized Skill"
    },
    {
      "name": "Learning Strategies",
      "type": "Specialized Skill"
    },
    {
      "name": "Biology",
      "type": "Specialized Skill"
    },
    {
      "name": "Instructing",
      "type": "Specialized Skill"
    },
    {
      "name": "Systems Analysis",
      "type": "Specialized Skill"
    },
    {
      "name": "Mathematics",
      "type": "Common Skill"
    },
    {
      "name": "Time Management",
      "type": "Common Skill"
    },
    {
      "name": "Negotiation",
      "type": "Common Skill"
    },
    {
      "name": "Microsoft Word",
      "type": "Common Skill"
    },
    {
      "name": "Microsoft PowerPoint",
      "type": "Common Skill"
    },
    {
      "name": "Microsoft Excel",
      "type": "Common Skill"
    },
    {
      "name": "Visualization",
      "type": "Specialized Skill"
    },
    {
      "name": "Telecommunications",
      "type": "Specialized Skill"
    },
    {
      "name": "Statistical Software",
      "type": "Specialized Skill"
    },
    {
      "name": "Email Software",
      "type": "Specialized Skill"
    },
    {
      "name": "Database Software",
      "type": "Specialized Skill"
    },
    {
      "name": "Foreign Language",
      "type": "Common Skill"
    },
    {
      "name": "Finger Dexterity",
      "type": "Common Skill"
    },
    {
      "name": "Depth Perception",
      "type": "Common Skill"
    },
    {
      "name": "Chemistry",
      "type": "Specialized Skill"
    },
    {
      "name": "Geography",
      "type": "Specialized Skill"
    },
    {
      "name": "Physics",
      "type": "Specialized Skill"
    },
    {
      "name": "Presentation Software",
      "type": "Specialized Skill"
    },
    {
      "name": "Medical Software",
      "type": "Specialized Skill"
    },
    {
      "name": "Installation",
      "type": "Specialized Skill"
    },
    {
      "name": "Equipment Selection",
      "type": "Specialized Skill"
    },
    {
      "name": "Equipment Maintenance",
      "type": "Specialized Skill"
    }
  ],
  "tools": [
    {
      "example": "IBM SPSS Statistics",
      "category": "Analytical or scientific 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 PowerPoint",
      "category": "Presentation software",
      "hot": true,
      "inDemand": false
    },
    {
      "example": "Microsoft Word",
      "category": "Word processing software",
      "hot": true,
      "inDemand": false
    },
    {
      "example": "Automated Neuropsychological Metric Assessments Battery",
      "category": "Medical software",
      "hot": false,
      "inDemand": false
    },
    {
      "example": "Behavioral Assessment and Research System BARS",
      "category": "Medical software",
      "hot": false,
      "inDemand": false
    },
    {
      "example": "BrainMetric The Category Test",
      "category": "Medical software",
      "hot": false,
      "inDemand": false
    },
    {
      "example": "BrainTrain Captain's Log",
      "category": "Medical software",
      "hot": false,
      "inDemand": false
    },
    {
      "example": "CogniSyst Computerized Assessment of Response Bias CARB",
      "category": "Medical software",
      "hot": false,
      "inDemand": false
    },
    {
      "example": "Conners' Continuous Performance Test II",
      "category": "Medical software",
      "hot": false,
      "inDemand": false
    },
    {
      "example": "Database software",
      "category": "Data base user interface and query software",
      "hot": false,
      "inDemand": false
    },
    {
      "example": "Email software",
      "category": "Electronic mail software",
      "hot": false,
      "inDemand": false
    },
    {
      "example": "Interactive psychological evaluation software",
      "category": "Medical software",
      "hot": false,
      "inDemand": false
    },
    {
      "example": "MicroCog Assessment of Cognitive Functioning",
      "category": "Medical software",
      "hot": false,
      "inDemand": false
    },
    {
      "example": "Noldus Information Technology The Observer XT",
      "category": "Analytical or scientific software",
      "hot": false,
      "inDemand": false
    },
    {
      "example": "Operational Data Store ODS software",
      "category": "Data base user interface and query software",
      "hot": false,
      "inDemand": false
    },
    {
      "example": "Patient electronic medical record EMR software",
      "category": "Medical software",
      "hot": false,
      "inDemand": false
    },
    {
      "example": "Psychological testing software",
      "category": "Medical software",
      "hot": false,
      "inDemand": false
    },
    {
      "example": "Scheduling software",
      "category": "Calendar and scheduling software",
      "hot": false,
      "inDemand": false
    },
    {
      "example": "Statistical software",
      "category": "Analytical or scientific software",
      "hot": false,
      "inDemand": false
    },
    {
      "example": "The Tova Company Test of Variables of Attention",
      "category": "Medical software",
      "hot": false,
      "inDemand": false
    },
    {
      "example": "Web browser software",
      "category": "Internet browser software",
      "hot": false,
      "inDemand": false
    }
  ],
  "workContext": [
    {
      "name": "Indoors, Environmentally Controlled",
      "value": 4.84
    },
    {
      "name": "E-Mail",
      "value": 4.72
    },
    {
      "name": "Freedom to Make Decisions",
      "value": 4.72
    },
    {
      "name": "Importance of Being Exact or Accurate",
      "value": 4.64
    },
    {
      "name": "Spend Time Sitting",
      "value": 4.52
    },
    {
      "name": "Face-to-Face Discussions with Individuals and Within Teams",
      "value": 4.48
    },
    {
      "name": "Determine Tasks, Priorities and Goals",
      "value": 4.4
    },
    {
      "name": "Telephone Conversations",
      "value": 4.32
    },
    {
      "name": "Frequency of Decision Making",
      "value": 4.08
    },
    {
      "name": "Written Letters and Memos",
      "value": 3.92
    },
    {
      "name": "Contact With Others",
      "value": 3.92
    },
    {
      "name": "Time Pressure",
      "value": 3.92
    },
    {
      "name": "Level of Competition",
      "value": 3.84
    },
    {
      "name": "Impact of Decisions on Co-workers or Company Results",
      "value": 3.76
    },
    {
      "name": "Physical Proximity",
      "value": 3.75
    },
    {
      "name": "Spend Time Using Your Hands to Handle, Control, or Feel Objects, Tools, or Controls",
      "value": 3.54
    },
    {
      "name": "Deal With External Customers or the Public in General",
      "value": 3.44
    },
    {
      "name": "Work With or Contribute to a Work Group or Team",
      "value": 3.2
    },
    {
      "name": "Importance of Repeating Same Tasks",
      "value": 2.92
    },
    {
      "name": "Dealing With Unpleasant, Angry, or Discourteous People",
      "value": 2.84
    },
    {
      "name": "Exposed to Disease or Infections",
      "value": 2.8
    },
    {
      "name": "Conflict Situations",
      "value": 2.76
    },
    {
      "name": "Work Outcomes and Results of Other Workers",
      "value": 2.68
    },
    {
      "name": "Coordinate or Lead Others in Accomplishing Work Activities",
      "value": 2.6
    },
    {
      "name": "Health and Safety of Other Workers",
      "value": 2.52
    },
    {
      "name": "Consequence of Error",
      "value": 2.4
    },
    {
      "name": "Public Speaking",
      "value": 2.28
    },
    {
      "name": "Spend Time Making Repetitive Motions",
      "value": 2.09
    },
    {
      "name": "Dealing with Violent or Physically Aggressive People",
      "value": 2.04
    },
    {
      "name": "Exposed to Sounds, Noise Levels that are Distracting or Uncomfortable",
      "value": 1.92
    },
    {
      "name": "Spend Time Standing",
      "value": 1.84
    },
    {
      "name": "Wear Common Protective or Safety Equipment such as Safety Shoes, Glasses, Gloves, Hearing Protection, Hard Hats, or Life Jackets",
      "value": 1.84
    },
    {
      "name": "Degree of Automation",
      "value": 1.76
    },
    {
      "name": "Spend Time Walking or Running",
      "value": 1.68
    },
    {
      "name": "Wear Specialized Protective or Safety Equipment such as Breathing Apparatus, Safety Harness, Full Protection Suits, or Radiation Protection",
      "value": 1.64
    },
    {
      "name": "Indoors, Not Environmentally Controlled",
      "value": 1.28
    },
    {
      "name": "Spend Time Bending or Twisting Your Body",
      "value": 1.25
    },
    {
      "name": "Exposed to Cramped Work Space, Awkward Positions",
      "value": 1.21
    },
    {
      "name": "Spend Time Kneeling, Crouching, Stooping, or Crawling",
      "value": 1.2
    },
    {
      "name": "Spend Time Keeping or Regaining Balance",
      "value": 1.2
    }
  ],
  "preparation": {
    "jobZone": "5",
    "jobZoneName": "Job Zone Five: Extensive Preparation Needed",
    "education": "Most of these occupations require graduate school. For example, they may require a master's degree, and some require a Ph.D., M.D., or J.D. (law degree).",
    "experience": "Extensive skill, knowledge, and experience are needed for these occupations. Many require more than five years of experience. For example, surgeons must complete four years of college and an additional five to seven years of specialized medical training to be able to do their job.",
    "svpRange": "(8.0 and above)",
    "educationDistribution": [
      {
        "label": "Post-Doctoral Training",
        "percentage": 84
      },
      {
        "label": "Doctoral Degree",
        "percentage": 16
      }
    ]
  },
  "personFit": [
    {
      "name": "Dependability",
      "family": "work_style",
      "value": 10
    },
    {
      "name": "Attention to Detail",
      "family": "work_style",
      "value": 9
    },
    {
      "name": "Integrity",
      "family": "work_style",
      "value": 8
    },
    {
      "name": "Investigative",
      "family": "career_interest_type",
      "value": 7
    },
    {
      "name": "Cautiousness",
      "family": "work_style",
      "value": 7
    },
    {
      "name": "Social Science",
      "family": "specific_interest_area",
      "value": 6.24
    },
    {
      "name": "Health Care Service",
      "family": "specific_interest_area",
      "value": 6.22
    },
    {
      "name": "Intellectual Curiosity",
      "family": "work_style",
      "value": 6
    },
    {
      "name": "Medical Science",
      "family": "specific_interest_area",
      "value": 5.69
    },
    {
      "name": "Social",
      "family": "career_interest_type",
      "value": 5.29
    },
    {
      "name": "Life Science",
      "family": "specific_interest_area",
      "value": 5.26
    },
    {
      "name": "Social Service",
      "family": "specific_interest_area",
      "value": 5
    },
    {
      "name": "Cooperation",
      "family": "work_style",
      "value": 5
    },
    {
      "name": "Achievement Orientation",
      "family": "work_style",
      "value": 4
    },
    {
      "name": "Teaching/Education",
      "family": "specific_interest_area",
      "value": 3.64
    },
    {
      "name": "Conventional",
      "family": "career_interest_type",
      "value": 3.32
    }
  ],
  "relatedRoles": [
    {
      "socCode": "19-3039.03",
      "slug": "role-19-3039-03",
      "title": "Clinical Neuropsychologists",
      "tier": "Primary-Short"
    },
    {
      "socCode": "29-1223.00",
      "slug": "role-29-1223-00",
      "title": "Psychiatrists",
      "tier": "Primary-Short"
    },
    {
      "socCode": "29-1217.00",
      "slug": "role-29-1217-00",
      "title": "Neurologists",
      "tier": "Primary-Short"
    },
    {
      "socCode": "19-3033.00",
      "slug": "role-19-3033-00",
      "title": "Clinical and Counseling Psychologists",
      "tier": "Primary-Short"
    },
    {
      "socCode": "29-1221.00",
      "slug": "role-29-1221-00",
      "title": "Pediatricians, General",
      "tier": "Primary-Short"
    },
    {
      "socCode": "29-1141.02",
      "slug": "role-29-1141-02",
      "title": "Advanced Practice Psychiatric Nurses",
      "tier": "Primary-Long"
    },
    {
      "socCode": "29-1141.04",
      "slug": "role-29-1141-04",
      "title": "Clinical Nurse Specialists",
      "tier": "Primary-Long"
    },
    {
      "socCode": "29-1215.00",
      "slug": "role-29-1215-00",
      "title": "Family Medicine Physicians",
      "tier": "Primary-Long"
    },
    {
      "socCode": "29-1229.04",
      "slug": "role-29-1229-04",
      "title": "Physical Medicine and Rehabilitation Physicians",
      "tier": "Primary-Long"
    },
    {
      "socCode": "29-1122.00",
      "slug": "role-29-1122-00",
      "title": "Occupational Therapists",
      "tier": "Primary-Long"
    },
    {
      "socCode": "29-2053.00",
      "slug": "role-29-2053-00",
      "title": "Psychiatric Technicians",
      "tier": "Supplemental"
    },
    {
      "socCode": "29-1216.00",
      "slug": "role-29-1216-00",
      "title": "General Internal Medicine Physicians",
      "tier": "Supplemental"
    }
  ],
  "careerClusters": [
    {
      "cluster": "Healthcare & Human Services",
      "slug": "healthcare-human-services"
    }
  ],
  "educationLevel": {
    "category": "Master's degree",
    "slug": "master-s-degree"
  },
  "studyPrograms": [
    {
      "title": "Family and Consumer Sciences/Human Sciences",
      "slug": "family-and-consumer-sciences-human-sciences"
    },
    {
      "title": "Multi/Interdisciplinary Studies",
      "slug": "multi-interdisciplinary-studies"
    },
    {
      "title": "Psychology",
      "slug": "psychology"
    },
    {
      "title": "Social Sciences",
      "slug": "social-sciences"
    }
  ],
  "market": {
    "medianWage": 117580,
    "meanWage": 111340,
    "pct10Wage": 51410,
    "pct25Wage": 73820,
    "pct75Wage": 145200,
    "pct90Wage": 163570,
    "employment": 17790,
    "areaTitle": "U.S."
  },
  "industries": {
    "top": [
      {
        "naics": "62",
        "slug": "62",
        "title": "Health Care and Social Assistance",
        "level": "Sector",
        "employment": 7200,
        "medianWage": 81270,
        "lq": 2.7
      },
      {
        "naics": "621330",
        "slug": "621330",
        "title": "Offices of Mental Health Practitioners (except Physicians)",
        "level": "National industry",
        "employment": 3140,
        "medianWage": 81070,
        "lq": 112.54
      },
      {
        "naics": "61",
        "slug": "61",
        "title": "Educational Services",
        "level": "Sector",
        "employment": 980,
        "medianWage": 80130,
        "lq": 0.62
      },
      {
        "naics": "54",
        "slug": "54",
        "title": "Professional, Scientific, and Technical Services",
        "level": "Sector",
        "employment": 300,
        "medianWage": 102990,
        "lq": 0.24
      },
      {
        "naics": "621420",
        "slug": "621420",
        "title": "Outpatient Mental Health and Substance Abuse Centers",
        "level": "National industry",
        "employment": 270,
        "medianWage": 132830,
        "lq": 7.56
      },
      {
        "naics": "541720",
        "slug": "541720",
        "title": "Research and Development in the Social Sciences and Humanities",
        "level": "National industry",
        "employment": 140,
        "medianWage": 98990,
        "lq": 19.96
      },
      {
        "naics": "55",
        "slug": "55",
        "title": "Management of Companies and Enterprises",
        "level": "Sector",
        "employment": 100,
        "medianWage": 112250,
        "lq": 0.31
      },
      {
        "naics": "81",
        "slug": "81",
        "title": "Other Services (except Public Administration)",
        "level": "Sector",
        "employment": 40,
        "medianWage": 140730
      },
      {
        "naics": "621340",
        "slug": "621340",
        "title": "Offices of Physical, Occupational and Speech Therapists, and Audiologists",
        "level": "National industry",
        "employment": 30,
        "medianWage": 110290
      },
      {
        "naics": "51",
        "slug": "51",
        "title": "Information",
        "level": "Sector",
        "medianWage": 150210
      },
      {
        "naics": "624120",
        "slug": "624120",
        "title": "Services for the Elderly and Persons with Disabilities",
        "level": "National industry",
        "medianWage": 76030
      }
    ],
    "concentrated": [
      {
        "naics": "621330",
        "slug": "621330",
        "title": "Offices of Mental Health Practitioners (except Physicians)",
        "level": "National industry",
        "employment": 3140,
        "lq": 112.54
      },
      {
        "naics": "541720",
        "slug": "541720",
        "title": "Research and Development in the Social Sciences and Humanities",
        "level": "National industry",
        "employment": 140,
        "lq": 19.96
      },
      {
        "naics": "621420",
        "slug": "621420",
        "title": "Outpatient Mental Health and Substance Abuse Centers",
        "level": "National industry",
        "employment": 270,
        "lq": 7.56
      },
      {
        "naics": "62",
        "slug": "62",
        "title": "Health Care and Social Assistance",
        "level": "Sector",
        "employment": 7200,
        "lq": 2.7
      },
      {
        "naics": "61",
        "slug": "61",
        "title": "Educational Services",
        "level": "Sector",
        "employment": 980,
        "lq": 0.62
      },
      {
        "naics": "55",
        "slug": "55",
        "title": "Management of Companies and Enterprises",
        "level": "Sector",
        "employment": 100,
        "lq": 0.31
      },
      {
        "naics": "54",
        "slug": "54",
        "title": "Professional, Scientific, and Technical Services",
        "level": "Sector",
        "employment": 300,
        "lq": 0.24
      }
    ],
    "count": 11
  },
  "aiSignals": [
    {
      "source": "frey_osborne",
      "label": "Computerization probability",
      "score": 0.0043,
      "scale": "0-1 probability",
      "release": "2013-baseline-2016-employment-snapshot"
    },
    {
      "source": "felten_aioe",
      "label": "AI occupational exposure",
      "score": 1.389854,
      "scale": "relative exposure score",
      "release": "2021-plus-generative-ai-workbooks"
    },
    {
      "source": "felten_image_generation_aioe",
      "label": "Image generation occupational exposure",
      "score": 1.297099,
      "scale": "relative exposure score",
      "release": "2021-plus-generative-ai-workbooks"
    },
    {
      "source": "felten_language_modeling_aioe",
      "label": "Language modeling occupational exposure",
      "score": 1.329938,
      "scale": "relative exposure score",
      "release": "2021-plus-generative-ai-workbooks"
    }
  ],
  "aiOutlook": {
    "index": {
      "value": 78,
      "percentile": 80,
      "band": "High",
      "version": "ai-exposure-index-v1",
      "components": [
        {
          "percentile": 95,
          "source": "felten_aioe"
        },
        {
          "percentile": 72,
          "source": "openai_gpts_are_gpts"
        },
        {
          "percentile": 66,
          "source": "microsoft_working_with_ai"
        }
      ],
      "componentCount": 3
    },
    "exposure": [
      {
        "source": "felten_aioe",
        "label": "Overall AI exposure (Felten et al.)",
        "value": 1.389854,
        "percentile": 95,
        "band": "High",
        "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": 0.8571428571428571,
        "percentile": 72,
        "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": 0.19438931688628058,
        "percentile": 66,
        "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": 0.0043,
      "percentile": 2,
      "band": "Low",
      "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": {
      "alpha": 0.07142857142857142,
      "beta": 0.46428571428571425,
      "gamma": 0.8571428571428571
    },
    "usageTasks": [
      {
        "task": "Diagnose and treat conditions such as chemical dependency, alcohol dependency, Acquired Immune Deficiency Syndrome (AIDS) dementia, and environmental toxin exposure.",
        "usagePercent": 0.004929973830055586,
        "importance": 3.5
      },
      {
        "task": "Diagnose and treat pediatric populations for conditions such as learning disabilities with developmental or organic bases.",
        "usagePercent": 0.0022595713387754766,
        "importance": 4.29
      },
      {
        "task": "Provide education or counseling to individuals and families.",
        "usagePercent": 0.0019514479743970028,
        "importance": 4.4
      }
    ],
    "usageRelease": "2026-01-15-v4-plus-2025-03-27-v2",
    "bls": {
      "growthPercent": 4.3,
      "growthPercentile": 67,
      "direction": "About average",
      "annualOpeningsThousands": 3.9,
      "annualOpeningsPercentile": 42,
      "employment2024Thousands": 55.3,
      "employment2034Thousands": 57.7
    },
    "sources": [
      {
        "source": "bls_employment_projections",
        "version": "2024-2034"
      },
      {
        "source": "dingel_neiman",
        "version": "dingel-neiman-workathome"
      },
      {
        "source": "felten_aioe",
        "version": "felten-raj-seamans-aioe"
      },
      {
        "source": "frey_osborne",
        "version": "frey-osborne-automation"
      },
      {
        "source": "microsoft_working_with_ai",
        "version": "working-with-ai"
      },
      {
        "source": "openai_gpts_are_gpts",
        "version": "gpts-are-gpts"
      }
    ]
  },
  "counts": {
    "tasks": 14,
    "skills": 39,
    "capabilities": 120,
    "tools": 23,
    "relatedRoles": 20
  },
  "source": {
    "dataset": "gold.onet_role_starter_surface",
    "version": "30.3",
    "generatedAt": "2026-06-02T21:00:32.945303+00:00",
    "contentHash": "f0682dc49cdbfa5d"
  }
}