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    "title": "Paralegals and Legal Assistants",
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    "title": "Legal Support Workers, All Other",
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    "title": "Optometrists",
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  },
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    "national_emp": 321970,
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    "score": 40.0,
    "score_source": "direct",
    "slug": "pharmacists",
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    "tier_label": "some tasks overlap",
    "title": "Pharmacists",
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  },
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    "score_source": "direct",
    "slug": "physician-assistants",
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    "tier_label": "few tasks overlap",
    "title": "Physician Assistants",
    "zero_beta": false
  },
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    "score": 28.6,
    "score_source": "direct",
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    "tier_label": "few tasks overlap",
    "title": "Podiatrists",
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  },
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    "score_source": "direct",
    "slug": "occupational-therapists",
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    "tier_label": "some tasks overlap",
    "title": "Occupational Therapists",
    "zero_beta": false
  },
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    "score_source": "direct",
    "slug": "physical-therapists",
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    "tier_label": "some tasks overlap",
    "title": "Physical Therapists",
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  },
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    "score_source": "direct",
    "slug": "radiation-therapists",
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    "tier_label": "few tasks overlap",
    "title": "Radiation Therapists",
    "zero_beta": false
  },
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    "tier_label": "some tasks overlap",
    "title": "Recreational Therapists",
    "zero_beta": false
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    "score_source": "direct",
    "slug": "respiratory-therapists",
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    "tier_label": "few tasks overlap",
    "title": "Respiratory Therapists",
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  },
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    "score_source": "direct",
    "slug": "speech-language-pathologists",
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    "tier_label": "some tasks overlap",
    "title": "Speech-Language Pathologists",
    "zero_beta": false
  },
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    "tier_label": "some tasks overlap",
    "title": "Exercise Physiologists",
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    "score_source": "direct",
    "slug": "therapists-all-other",
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    "tier_label": "some tasks overlap",
    "title": "Therapists, All Other",
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    "tier_label": "few tasks overlap",
    "title": "Veterinarians",
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    "slug": "registered-nurses",
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    "tier_label": "some tasks overlap",
    "title": "Registered Nurses",
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    "title": "Nurse Anesthetists",
    "zero_beta": false
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    "slug": "nurse-midwives",
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    "title": "Nurse Midwives",
    "zero_beta": false
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    "title": "Nurse Practitioners",
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    "title": "Audiologists",
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    "title": "Anesthesiologists",
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    "title": "Cardiologists",
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    "tier_label": "some tasks overlap",
    "title": "Dermatologists",
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    "title": "Family Medicine Physicians",
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    "title": "Neurologists",
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    "title": "Dental Hygienists",
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    "national_emp": 100610,
    "occ_code": "29-2043",
    "percentile": 40,
    "score": 19.2,
    "score_source": "direct",
    "slug": "paramedics",
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    "tier_label": "few tasks overlap",
    "title": "Paramedics",
    "zero_beta": false
  },
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    "score": 41.3,
    "score_source": "direct",
    "slug": "dietetic-technicians",
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    "tier_label": "some tasks overlap",
    "title": "Dietetic Technicians",
    "zero_beta": false
  },
  {
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    "co_median_wage": 49970,
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    "occ_code": "29-2052",
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    "score": 42.6,
    "score_source": "direct",
    "slug": "pharmacy-technicians",
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    "tier_label": "some tasks overlap",
    "title": "Pharmacy Technicians",
    "zero_beta": false
  },
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    "co_median_wage": 47430,
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    "national_emp": 156960,
    "occ_code": "29-2053",
    "percentile": 58,
    "score": 34.0,
    "score_source": "direct",
    "slug": "psychiatric-technicians",
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    "tier_label": "some tasks overlap",
    "title": "Psychiatric Technicians",
    "zero_beta": false
  },
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    "co_emp": 2100,
    "co_median_wage": 75740,
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    "occ_code": "29-2055",
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    "score_source": "direct",
    "slug": "surgical-technologists",
    "tier": "little",
    "tier_label": "few tasks overlap",
    "title": "Surgical Technologists",
    "zero_beta": false
  },
  {
    "co_emp": 3720,
    "co_median_wage": 49650,
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    "national_emp": 129140,
    "occ_code": "29-2056",
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    "score": 14.8,
    "score_source": "direct",
    "slug": "veterinary-technologists-and-technicians",
    "tier": "little",
    "tier_label": "few tasks overlap",
    "title": "Veterinary Technologists and Technicians",
    "zero_beta": false
  },
  {
    "co_emp": 1470,
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    "occ_code": "29-2057",
    "percentile": 27,
    "score": 10.5,
    "score_source": "direct",
    "slug": "ophthalmic-medical-technicians",
    "tier": "little",
    "tier_label": "few tasks overlap",
    "title": "Ophthalmic Medical Technicians",
    "zero_beta": false
  },
  {
    "co_emp": 4920,
    "co_median_wage": 73880,
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    "occ_code": "29-2061",
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    "score_source": "direct",
    "slug": "licensed-practical-and-licensed-vocational-nurses",
    "tier": "little",
    "tier_label": "few tasks overlap",
    "title": "Licensed Practical and Licensed Vocational Nurses",
    "zero_beta": false
  },
  {
    "co_emp": 1780,
    "co_median_wage": 59020,
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    "national_emp": 194720,
    "occ_code": "29-2072",
    "percentile": 90,
    "score": 55.9,
    "score_source": "direct",
    "slug": "medical-records-specialists",
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    "tier_label": "a large minority of tasks overlap",
    "title": "Medical Records Specialists",
    "zero_beta": false
  },
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    "co_emp": 1520,
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    "national_emp": 73530,
    "occ_code": "29-2081",
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    "score": 23.8,
    "score_source": "direct",
    "slug": "opticians-dispensing",
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    "tier_label": "few tasks overlap",
    "title": "Opticians, Dispensing",
    "zero_beta": false
  },
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    "co_emp": null,
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    "score": 19.0,
    "score_source": "direct",
    "slug": "orthotists-and-prosthetists",
    "tier": "little",
    "tier_label": "few tasks overlap",
    "title": "Orthotists and Prosthetists",
    "zero_beta": false
  },
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    "co_emp": 140,
    "co_median_wage": 77540,
    "group_title": "Healthcare Practitioners and Technical Occupations",
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    "national_emp": 11270,
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    "score_source": "direct",
    "slug": "hearing-aid-specialists",
    "tier": "little",
    "tier_label": "few tasks overlap",
    "title": "Hearing Aid Specialists",
    "zero_beta": false
  },
  {
    "co_emp": 2470,
    "co_median_wage": 59430,
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    "national_emp": 182610,
    "occ_code": "29-2099",
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    "score": 27.5,
    "score_source": "direct",
    "slug": "health-technologists-and-technicians-all-other",
    "tier": "little",
    "tier_label": "few tasks overlap",
    "title": "Health Technologists and Technicians, All Other",
    "zero_beta": false
  },
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    "co_emp": 370,
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    "occ_code": "29-9021",
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    "score_source": "direct",
    "slug": "health-information-technologists-and-medical-registrars",
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    "tier_label": "a large minority of tasks overlap",
    "title": "Health Information Technologists and Medical Registrars",
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  },
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    "score": 40.7,
    "score_source": "direct",
    "slug": "athletic-trainers",
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    "tier_label": "some tasks overlap",
    "title": "Athletic Trainers",
    "zero_beta": false
  },
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    "score": 63.2,
    "score_source": "direct",
    "slug": "genetic-counselors",
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    "tier_label": "most tasks overlap with current AI capability",
    "title": "Genetic Counselors",
    "zero_beta": false
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    "score_source": "direct",
    "slug": "surgical-assistants",
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    "tier_label": "few tasks overlap",
    "title": "Surgical Assistants",
    "zero_beta": false
  },
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    "slug": "healthcare-practitioners-and-technical-workers-all-other",
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    "tier_label": "few tasks overlap",
    "title": "Healthcare Practitioners and Technical Workers, All Other",
    "zero_beta": false
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    "tier_label": "few tasks overlap",
    "title": "Home Health and Personal Care Aides",
    "zero_beta": false
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  {
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    "score_source": "direct",
    "slug": "nursing-assistants",
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    "tier_label": "few tasks overlap",
    "title": "Nursing Assistants",
    "zero_beta": false
  },
  {
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    "score_source": "direct",
    "slug": "orderlies",
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    "tier_label": "few tasks overlap",
    "title": "Orderlies",
    "zero_beta": false
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    "score_source": "direct",
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    "tier_label": "few tasks overlap",
    "title": "Psychiatric Aides",
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    "tier_label": "few tasks overlap",
    "title": "Occupational Therapy Assistants",
    "zero_beta": false
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    "tier_label": "few tasks overlap",
    "title": "Occupational Therapy Aides",
    "zero_beta": false
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    "title": "Physical Therapist Assistants",
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    "title": "Massage Therapists",
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    "title": "Dental Assistants",
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    "title": "Medical Equipment Preparers",
    "zero_beta": false
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    "title": "Medical Transcriptionists",
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    "title": "Pharmacy Aides",
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    "title": "Veterinary Assistants and Laboratory Animal Caretakers",
    "zero_beta": false
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    "title": "Phlebotomists",
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    "tier_label": "few tasks overlap",
    "title": "Healthcare Support Workers, All Other",
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    "title": "First-Line Supervisors of Correctional Officers",
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    "title": "First-Line Supervisors of Protective Service Workers, All Other",
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    "title": "Firefighters",
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    "title": "Bailiffs",
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    "title": "Fish and Game Wardens",
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    "title": "Police and Sheriff's Patrol Officers",
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    "title": "Transit and Railroad Police",
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    "title": "Animal Control Workers",
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    "title": "Security Guards",
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    "title": "Crossing Guards and Flaggers",
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    "tier_label": "few tasks overlap",
    "title": "Lifeguards, Ski Patrol, and Other Recreational Protective Service Workers",
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    "tier_label": "few tasks overlap",
    "title": "Transportation Security Screeners",
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    "title": "School Bus Monitors",
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    "title": "Cooks, Private Household",
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    "score": 13.8,
    "score_source": "direct",
    "slug": "animal-trainers",
    "tier": "little",
    "tier_label": "few tasks overlap",
    "title": "Animal Trainers",
    "zero_beta": false
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    "score_source": "direct",
    "slug": "animal-caretakers",
    "tier": "little",
    "tier_label": "few tasks overlap",
    "title": "Animal Caretakers",
    "zero_beta": false
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    "score": 14.9,
    "score_source": "direct",
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    "tier": "little",
    "tier_label": "few tasks overlap",
    "title": "Gambling Dealers",
    "zero_beta": false
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    "co_emp": null,
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    "score_source": "direct",
    "slug": "gambling-and-sports-book-writers-and-runners",
    "tier": "little",
    "tier_label": "few tasks overlap",
    "title": "Gambling and Sports Book Writers and Runners",
    "zero_beta": false
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    "score_source": "imputed_major_group",
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    "tier_label": "few tasks overlap",
    "title": "Gambling Service Workers, All Other",
    "zero_beta": false
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    "score_source": "direct",
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    "tier_label": "few tasks overlap",
    "title": "Motion Picture Projectionists",
    "zero_beta": false
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    "score_source": "direct",
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    "tier_label": "few tasks overlap",
    "title": "Ushers, Lobby Attendants, and Ticket Takers",
    "zero_beta": false
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    "score_source": "direct",
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    "tier_label": "some tasks overlap",
    "title": "Amusement and Recreation Attendants",
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    "score_source": "direct",
    "slug": "costume-attendants",
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    "tier_label": "few tasks overlap",
    "title": "Costume Attendants",
    "zero_beta": false
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    "score_source": "direct",
    "slug": "locker-room-coatroom-and-dressing-room-attendants",
    "tier": "little",
    "tier_label": "few tasks overlap",
    "title": "Locker Room, Coatroom, and Dressing Room Attendants",
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    "tier_label": "few tasks overlap",
    "title": "Entertainment Attendants and Related Workers, All Other",
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    "score_source": "direct",
    "slug": "embalmers",
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    "tier_label": "few tasks overlap",
    "title": "Embalmers",
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    "score_source": "direct",
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    "tier_label": "few tasks overlap",
    "title": "Crematory Operators",
    "zero_beta": false
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    "score_source": "direct",
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    "title": "Funeral Attendants",
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    "score_source": "direct",
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    "tier_label": "few tasks overlap",
    "title": "Morticians, Undertakers, and Funeral Arrangers",
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    "tier_label": "few tasks overlap",
    "title": "Barbers",
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    "tier_label": "few tasks overlap",
    "title": "Hairdressers, Hairstylists, and Cosmetologists",
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    "title": "Makeup Artists, Theatrical and Performance",
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    "title": "Manicurists and Pedicurists",
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    "title": "Shampooers",
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    "title": "Skincare Specialists",
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    "title": "Baggage Porters and Bellhops",
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    "title": "Concierges",
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    "title": "Exercise Trainers and Group Fitness Instructors",
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    "title": "Data Entry Keyers",
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    "score_source": "direct",
    "slug": "drywall-and-ceiling-tile-installers",
    "tier": "little",
    "tier_label": "few tasks overlap",
    "title": "Drywall and Ceiling Tile Installers",
    "zero_beta": false
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    "score": 0.0,
    "score_source": "direct",
    "slug": "tapers",
    "tier": "little",
    "tier_label": "few tasks overlap",
    "title": "Tapers",
    "zero_beta": true
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    "co_emp": 17010,
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    "score": 14.6,
    "score_source": "direct",
    "slug": "electricians",
    "tier": "little",
    "tier_label": "few tasks overlap",
    "title": "Electricians",
    "zero_beta": false
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    "co_emp": 2040,
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    "score": 3.1,
    "score_source": "direct",
    "slug": "glaziers",
    "tier": "little",
    "tier_label": "few tasks overlap",
    "title": "Glaziers",
    "zero_beta": false
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    "co_emp": 1210,
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    "score_source": "direct",
    "slug": "insulation-workers-floor-ceiling-and-wall",
    "tier": "little",
    "tier_label": "few tasks overlap",
    "title": "Insulation Workers, Floor, Ceiling, and Wall",
    "zero_beta": false
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    "co_emp": 520,
    "co_median_wage": 49050,
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    "score_source": "direct",
    "slug": "insulation-workers-mechanical",
    "tier": "little",
    "tier_label": "few tasks overlap",
    "title": "Insulation Workers, Mechanical",
    "zero_beta": false
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    "co_emp": 3480,
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    "score_source": "direct",
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    "tier_label": "few tasks overlap",
    "title": "Painters, Construction and Maintenance",
    "zero_beta": false
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    "score": 0.0,
    "score_source": "direct",
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    "tier_label": "few tasks overlap",
    "title": "Paperhangers",
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    "score": 0.0,
    "score_source": "direct",
    "slug": "pipelayers",
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    "tier_label": "few tasks overlap",
    "title": "Pipelayers",
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    "co_emp": 10080,
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    "tier": "little",
    "tier_label": "few tasks overlap",
    "title": "Plumbers, Pipefitters, and Steamfitters",
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    "score_source": "direct",
    "slug": "plasterers-and-stucco-masons",
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    "tier_label": "few tasks overlap",
    "title": "Plasterers and Stucco Masons",
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    "slug": "reinforcing-iron-and-rebar-workers",
    "tier": "little",
    "tier_label": "few tasks overlap",
    "title": "Reinforcing Iron and Rebar Workers",
    "zero_beta": true
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    "co_emp": 3340,
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    "score": 0.0,
    "score_source": "direct",
    "slug": "roofers",
    "tier": "little",
    "tier_label": "few tasks overlap",
    "title": "Roofers",
    "zero_beta": true
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    "score_source": "direct",
    "slug": "sheet-metal-workers",
    "tier": "little",
    "tier_label": "few tasks overlap",
    "title": "Sheet Metal Workers",
    "zero_beta": false
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    "co_emp": 860,
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    "tier": "little",
    "tier_label": "few tasks overlap",
    "title": "Structural Iron and Steel Workers",
    "zero_beta": true
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    "score_source": "direct",
    "slug": "solar-photovoltaic-installers",
    "tier": "little",
    "tier_label": "few tasks overlap",
    "title": "Solar Photovoltaic Installers",
    "zero_beta": false
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    "co_emp": 230,
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    "tier": "little",
    "tier_label": "few tasks overlap",
    "title": "Helpers--Brickmasons, Blockmasons, Stonemasons, and Tile and Marble Setters",
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    "score_source": "direct",
    "slug": "helpers-carpenters",
    "tier": "little",
    "tier_label": "few tasks overlap",
    "title": "Helpers--Carpenters",
    "zero_beta": true
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    "slug": "helpers-electricians",
    "tier": "little",
    "tier_label": "few tasks overlap",
    "title": "Helpers--Electricians",
    "zero_beta": true
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    "tier_label": "few tasks overlap",
    "title": "Helpers--Painters, Paperhangers, Plasterers, and Stucco Masons",
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    "tier_label": "few tasks overlap",
    "title": "Helpers--Pipelayers, Plumbers, Pipefitters, and Steamfitters",
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    "slug": "helpers-roofers",
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    "tier_label": "few tasks overlap",
    "title": "Helpers--Roofers",
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    "slug": "helpers-construction-trades-all-other",
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    "tier_label": "few tasks overlap",
    "title": "Helpers, Construction Trades, All Other",
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    "slug": "construction-and-building-inspectors",
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    "tier_label": "few tasks overlap",
    "title": "Construction and Building Inspectors",
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    "tier_label": "few tasks overlap",
    "title": "Elevator and Escalator Installers and Repairers",
    "zero_beta": false
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    "score_source": "direct",
    "slug": "fence-erectors",
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    "tier_label": "few tasks overlap",
    "title": "Fence Erectors",
    "zero_beta": false
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    "slug": "hazardous-materials-removal-workers",
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    "tier_label": "few tasks overlap",
    "title": "Hazardous Materials Removal Workers",
    "zero_beta": false
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    "slug": "highway-maintenance-workers",
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    "tier_label": "few tasks overlap",
    "title": "Highway Maintenance Workers",
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    "score_source": "direct",
    "slug": "rail-track-laying-and-maintenance-equipment-operators",
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    "tier_label": "few tasks overlap",
    "title": "Rail-Track Laying and Maintenance Equipment Operators",
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    "score_source": "direct",
    "slug": "septic-tank-servicers-and-sewer-pipe-cleaners",
    "tier": "little",
    "tier_label": "few tasks overlap",
    "title": "Septic Tank Servicers and Sewer Pipe Cleaners",
    "zero_beta": false
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    "score_source": "imputed_major_group",
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    "tier": "little",
    "tier_label": "few tasks overlap",
    "title": "Miscellaneous Construction and Related Workers",
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    "slug": "derrick-operators-oil-and-gas",
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    "tier_label": "few tasks overlap",
    "title": "Derrick Operators, Oil and Gas",
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    "score_source": "direct",
    "slug": "rotary-drill-operators-oil-and-gas",
    "tier": "little",
    "tier_label": "few tasks overlap",
    "title": "Rotary Drill Operators, Oil and Gas",
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    "score_source": "direct",
    "slug": "service-unit-operators-oil-and-gas",
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    "tier_label": "few tasks overlap",
    "title": "Service Unit Operators, Oil and Gas",
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    "tier_label": "few tasks overlap",
    "title": "Excavating and Loading Machine and Dragline Operators, Surface Mining",
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    "score_source": "direct",
    "slug": "earth-drillers-except-oil-and-gas",
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    "tier_label": "few tasks overlap",
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    "score_source": "direct",
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    "tier_label": "few tasks overlap",
    "title": "Explosives Workers, Ordnance Handling Experts, and Blasters",
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    "score_source": "direct",
    "slug": "continuous-mining-machine-operators",
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    "tier_label": "few tasks overlap",
    "title": "Continuous Mining Machine Operators",
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    "tier_label": "few tasks overlap",
    "title": "Roof Bolters, Mining",
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    "slug": "loading-and-moving-machine-operators-underground-mining",
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    "tier_label": "few tasks overlap",
    "title": "Loading and Moving Machine Operators, Underground Mining",
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    "tier_label": "few tasks overlap",
    "title": "Underground Mining Machine Operators, All Other",
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    "tier_label": "few tasks overlap",
    "title": "Rock Splitters, Quarry",
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    "tier_label": "few tasks overlap",
    "title": "Roustabouts, Oil and Gas",
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    "tier_label": "few tasks overlap",
    "title": "Helpers--Extraction Workers",
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    "title": "First-Line Supervisors of Mechanics, Installers, and Repairers",
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    "tier_label": "few tasks overlap",
    "title": "Computer, Automated Teller, and Office Machine Repairers",
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    "tier_label": "few tasks overlap",
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    "slug": "maintenance-and-repair-workers-general",
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    "tier_label": "few tasks overlap",
    "title": "Maintenance and Repair Workers, General",
    "zero_beta": false
  },
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    "slug": "wind-turbine-service-technicians",
    "tier": "little",
    "tier_label": "few tasks overlap",
    "title": "Wind Turbine Service Technicians",
    "zero_beta": false
  },
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    "co_emp": 290,
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    "score": 19.6,
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    "slug": "coin-vending-and-amusement-machine-servicers-and-repairers",
    "tier": "little",
    "tier_label": "few tasks overlap",
    "title": "Coin, Vending, and Amusement Machine Servicers and Repairers",
    "zero_beta": false
  },
  {
    "co_emp": null,
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    "occ_code": "49-9092",
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    "score": 8.9,
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    "slug": "commercial-divers",
    "tier": "little",
    "tier_label": "few tasks overlap",
    "title": "Commercial Divers",
    "zero_beta": false
  },
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    "co_emp": 380,
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    "slug": "locksmiths-and-safe-repairers",
    "tier": "little",
    "tier_label": "few tasks overlap",
    "title": "Locksmiths and Safe Repairers",
    "zero_beta": false
  },
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    "co_emp": null,
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    "slug": "manufactured-building-and-mobile-home-installers",
    "tier": "little",
    "tier_label": "few tasks overlap",
    "title": "Manufactured Building and Mobile Home Installers",
    "zero_beta": false
  },
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    "co_emp": 310,
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    "occ_code": "49-9096",
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    "score_source": "direct",
    "slug": "riggers",
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    "tier_label": "few tasks overlap",
    "title": "Riggers",
    "zero_beta": false
  },
  {
    "co_emp": 160,
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    "slug": "signal-and-track-switch-repairers",
    "tier": "little",
    "tier_label": "few tasks overlap",
    "title": "Signal and Track Switch Repairers",
    "zero_beta": false
  },
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    "co_emp": 1190,
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    "score_source": "direct",
    "slug": "helpers-installation-maintenance-and-repair-workers",
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    "tier_label": "few tasks overlap",
    "title": "Helpers--Installation, Maintenance, and Repair Workers",
    "zero_beta": true
  },
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    "co_emp": 4980,
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    "occ_code": "49-9099",
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    "score_source": "direct",
    "slug": "installation-maintenance-and-repair-workers-all-other",
    "tier": "some",
    "tier_label": "some tasks overlap",
    "title": "Installation, Maintenance, and Repair Workers, All Other",
    "zero_beta": false
  },
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    "score_source": "direct",
    "slug": "first-line-supervisors-of-production-and-operating-workers",
    "tier": "little",
    "tier_label": "few tasks overlap",
    "title": "First-Line Supervisors of Production and Operating Workers",
    "zero_beta": false
  },
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    "co_emp": 160,
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    "score": 2.5,
    "score_source": "direct",
    "slug": "aircraft-structure-surfaces-rigging-and-systems-assemblers",
    "tier": "little",
    "tier_label": "few tasks overlap",
    "title": "Aircraft Structure, Surfaces, Rigging, and Systems Assemblers",
    "zero_beta": false
  },
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    "co_emp": 40,
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    "occ_code": "51-2021",
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    "score_source": "direct",
    "slug": "coil-winders-tapers-and-finishers",
    "tier": "little",
    "tier_label": "few tasks overlap",
    "title": "Coil Winders, Tapers, and Finishers",
    "zero_beta": false
  },
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    "co_emp": 4300,
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    "national_emp": 246970,
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    "score_source": "imputed_major_group",
    "slug": "electrical-electronic-and-electromechanical-assemblers-except-coil-winders-tapers-and-finishers",
    "tier": "little",
    "tier_label": "few tasks overlap",
    "title": "Electrical, Electronic, and Electromechanical Assemblers, Except Coil Winders, Tapers, and Finishers",
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  },
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    "co_emp": null,
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    "occ_code": "51-2031",
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    "score_source": "direct",
    "slug": "engine-and-other-machine-assemblers",
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    "tier_label": "few tasks overlap",
    "title": "Engine and Other Machine Assemblers",
    "zero_beta": true
  },
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    "co_emp": 330,
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    "occ_code": "51-2041",
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    "score_source": "direct",
    "slug": "structural-metal-fabricators-and-fitters",
    "tier": "little",
    "tier_label": "few tasks overlap",
    "title": "Structural Metal Fabricators and Fitters",
    "zero_beta": false
  },
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    "co_emp": 80,
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    "occ_code": "51-2051",
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    "score_source": "direct",
    "slug": "fiberglass-laminators-and-fabricators",
    "tier": "little",
    "tier_label": "few tasks overlap",
    "title": "Fiberglass Laminators and Fabricators",
    "zero_beta": false
  },
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    "score_source": "direct",
    "slug": "timing-device-assemblers-and-adjusters",
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    "title": "Timing Device Assemblers and Adjusters",
    "zero_beta": true
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    "co_emp": 9180,
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    "title": "Miscellaneous Assemblers and Fabricators",
    "zero_beta": false
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    "slug": "bakers",
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    "tier_label": "few tasks overlap",
    "title": "Bakers",
    "zero_beta": false
  },
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    "co_emp": 2200,
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    "tier_label": "few tasks overlap",
    "title": "Butchers and Meat Cutters",
    "zero_beta": false
  },
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    "co_emp": 2470,
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    "occ_code": "51-3022",
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    "slug": "meat-poultry-and-fish-cutters-and-trimmers",
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    "tier_label": "few tasks overlap",
    "title": "Meat, Poultry, and Fish Cutters and Trimmers",
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    "co_emp": 1590,
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    "score_source": "direct",
    "slug": "slaughterers-and-meat-packers",
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    "tier_label": "few tasks overlap",
    "title": "Slaughterers and Meat Packers",
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    "tier_label": "few tasks overlap",
    "title": "Food and Tobacco Roasting, Baking, and Drying Machine Operators and Tenders",
    "zero_beta": false
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    "slug": "food-batchmakers",
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    "tier_label": "few tasks overlap",
    "title": "Food Batchmakers",
    "zero_beta": false
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    "tier_label": "few tasks overlap",
    "title": "Food Cooking Machine Operators and Tenders",
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    "tier_label": "few tasks overlap",
    "title": "Food Processing Workers, All Other",
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    "tier_label": "few tasks overlap",
    "title": "Extruding and Drawing Machine Setters, Operators, and Tenders, Metal and Plastic",
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    "tier_label": "few tasks overlap",
    "title": "Forging Machine Setters, Operators, and Tenders, Metal and Plastic",
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    "title": "Rolling Machine Setters, Operators, and Tenders, Metal and Plastic",
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    "tier_label": "few tasks overlap",
    "title": "Cutting, Punching, and Press Machine Setters, Operators, and Tenders, Metal and Plastic",
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    "title": "Drilling and Boring Machine Tool Setters, Operators, and Tenders, Metal and Plastic",
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    "tier_label": "few tasks overlap",
    "title": "Grinding, Lapping, Polishing, and Buffing Machine Tool Setters, Operators, and Tenders, Metal and Plastic",
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    "tier_label": "few tasks overlap",
    "title": "Lathe and Turning Machine Tool Setters, Operators, and Tenders, Metal and Plastic",
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    "tier_label": "few tasks overlap",
    "title": "Milling and Planing Machine Setters, Operators, and Tenders, Metal and Plastic",
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    "title": "Machinists",
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    "title": "Metal-Refining Furnace Operators and Tenders",
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    "title": "Pourers and Casters, Metal",
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    "tier_label": "few tasks overlap",
    "title": "Model Makers, Metal and Plastic",
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    "title": "Patternmakers, Metal and Plastic",
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    "tier_label": "few tasks overlap",
    "title": "Foundry Mold and Coremakers",
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    "tier_label": "few tasks overlap",
    "title": "Molding, Coremaking, and Casting Machine Setters, Operators, and Tenders, Metal and Plastic",
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    "occ_code": "51-4111",
    "percentile": 27,
    "score": 10.9,
    "score_source": "direct",
    "slug": "tool-and-die-makers",
    "tier": "little",
    "tier_label": "few tasks overlap",
    "title": "Tool and Die Makers",
    "zero_beta": false
  },
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    "co_emp": 4970,
    "co_median_wage": 58590,
    "group_title": "Production Occupations",
    "major_group": "51-0000",
    "national_emp": 416210,
    "occ_code": "51-4121",
    "percentile": 12,
    "score": 3.9,
    "score_source": "direct",
    "slug": "welders-cutters-solderers-and-brazers",
    "tier": "little",
    "tier_label": "few tasks overlap",
    "title": "Welders, Cutters, Solderers, and Brazers",
    "zero_beta": false
  },
  {
    "co_emp": 100,
    "co_median_wage": 49860,
    "group_title": "Production Occupations",
    "major_group": "51-0000",
    "national_emp": 31600,
    "occ_code": "51-4122",
    "percentile": 16,
    "score": 5.7,
    "score_source": "direct",
    "slug": "welding-soldering-and-brazing-machine-setters-operators-and-tenders",
    "tier": "little",
    "tier_label": "few tasks overlap",
    "title": "Welding, Soldering, and Brazing Machine Setters, Operators, and Tenders",
    "zero_beta": false
  },
  {
    "co_emp": 100,
    "co_median_wage": 58300,
    "group_title": "Production Occupations",
    "major_group": "51-0000",
    "national_emp": 14000,
    "occ_code": "51-4191",
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    "score": 5.9,
    "score_source": "direct",
    "slug": "heat-treating-equipment-setters-operators-and-tenders-metal-and-plastic",
    "tier": "little",
    "tier_label": "few tasks overlap",
    "title": "Heat Treating Equipment Setters, Operators, and Tenders, Metal and Plastic",
    "zero_beta": false
  },
  {
    "co_emp": null,
    "co_median_wage": null,
    "group_title": "Production Occupations",
    "major_group": "51-0000",
    "national_emp": 5970,
    "occ_code": "51-4192",
    "percentile": 36,
    "score": 15.2,
    "score_source": "direct",
    "slug": "layout-workers-metal-and-plastic",
    "tier": "little",
    "tier_label": "few tasks overlap",
    "title": "Layout Workers, Metal and Plastic",
    "zero_beta": false
  },
  {
    "co_emp": 190,
    "co_median_wage": 47930,
    "group_title": "Production Occupations",
    "major_group": "51-0000",
    "national_emp": 32410,
    "occ_code": "51-4193",
    "percentile": 13,
    "score": 4.2,
    "score_source": "direct",
    "slug": "plating-machine-setters-operators-and-tenders-metal-and-plastic",
    "tier": "little",
    "tier_label": "few tasks overlap",
    "title": "Plating Machine Setters, Operators, and Tenders, Metal and Plastic",
    "zero_beta": false
  },
  {
    "co_emp": null,
    "co_median_wage": 33970,
    "group_title": "Production Occupations",
    "major_group": "51-0000",
    "national_emp": 5600,
    "occ_code": "51-4194",
    "percentile": 0,
    "score": 0.0,
    "score_source": "direct",
    "slug": "tool-grinders-filers-and-sharpeners",
    "tier": "little",
    "tier_label": "few tasks overlap",
    "title": "Tool Grinders, Filers, and Sharpeners",
    "zero_beta": true
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  {
    "co_emp": 400,
    "co_median_wage": 52430,
    "group_title": "Production Occupations",
    "major_group": "51-0000",
    "national_emp": 15900,
    "occ_code": "51-4199",
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    "score": 9.8,
    "score_source": "imputed_major_group",
    "slug": "metal-workers-and-plastic-workers-all-other",
    "tier": "little",
    "tier_label": "few tasks overlap",
    "title": "Metal Workers and Plastic Workers, All Other",
    "zero_beta": false
  },
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    "co_emp": 150,
    "co_median_wage": 51730,
    "group_title": "Production Occupations",
    "major_group": "51-0000",
    "national_emp": 23840,
    "occ_code": "51-5111",
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    "score": 10.9,
    "score_source": "direct",
    "slug": "prepress-technicians-and-workers",
    "tier": "little",
    "tier_label": "few tasks overlap",
    "title": "Prepress Technicians and Workers",
    "zero_beta": false
  },
  {
    "co_emp": 1830,
    "co_median_wage": 47860,
    "group_title": "Production Occupations",
    "major_group": "51-0000",
    "national_emp": 144260,
    "occ_code": "51-5112",
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    "score": 12.5,
    "score_source": "direct",
    "slug": "printing-press-operators",
    "tier": "little",
    "tier_label": "few tasks overlap",
    "title": "Printing Press Operators",
    "zero_beta": false
  },
  {
    "co_emp": 370,
    "co_median_wage": 45780,
    "group_title": "Production Occupations",
    "major_group": "51-0000",
    "national_emp": 33180,
    "occ_code": "51-5113",
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    "score": 6.4,
    "score_source": "direct",
    "slug": "print-binding-and-finishing-workers",
    "tier": "little",
    "tier_label": "few tasks overlap",
    "title": "Print Binding and Finishing Workers",
    "zero_beta": false
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  {
    "co_emp": 3370,
    "co_median_wage": 37680,
    "group_title": "Production Occupations",
    "major_group": "51-0000",
    "national_emp": 198040,
    "occ_code": "51-6011",
    "percentile": 14,
    "score": 5.0,
    "score_source": "direct",
    "slug": "laundry-and-dry-cleaning-workers",
    "tier": "little",
    "tier_label": "few tasks overlap",
    "title": "Laundry and Dry-Cleaning Workers",
    "zero_beta": false
  },
  {
    "co_emp": 320,
    "co_median_wage": 38300,
    "group_title": "Production Occupations",
    "major_group": "51-0000",
    "national_emp": 26120,
    "occ_code": "51-6021",
    "percentile": 7,
    "score": 2.1,
    "score_source": "direct",
    "slug": "pressers-textile-garment-and-related-materials",
    "tier": "little",
    "tier_label": "few tasks overlap",
    "title": "Pressers, Textile, Garment, and Related Materials",
    "zero_beta": false
  },
  {
    "co_emp": 970,
    "co_median_wage": 43840,
    "group_title": "Production Occupations",
    "major_group": "51-0000",
    "national_emp": 104880,
    "occ_code": "51-6031",
    "percentile": 8,
    "score": 2.3,
    "score_source": "direct",
    "slug": "sewing-machine-operators",
    "tier": "little",
    "tier_label": "few tasks overlap",
    "title": "Sewing Machine Operators",
    "zero_beta": false
  },
  {
    "co_emp": 60,
    "co_median_wage": 36170,
    "group_title": "Production Occupations",
    "major_group": "51-0000",
    "national_emp": 7450,
    "occ_code": "51-6041",
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    "score": 5.9,
    "score_source": "direct",
    "slug": "shoe-and-leather-workers-and-repairers",
    "tier": "little",
    "tier_label": "few tasks overlap",
    "title": "Shoe and Leather Workers and Repairers",
    "zero_beta": false
  },
  {
    "co_emp": null,
    "co_median_wage": null,
    "group_title": "Production Occupations",
    "major_group": "51-0000",
    "national_emp": 3280,
    "occ_code": "51-6042",
    "percentile": 8,
    "score": 2.2,
    "score_source": "direct",
    "slug": "shoe-machine-operators-and-tenders",
    "tier": "little",
    "tier_label": "few tasks overlap",
    "title": "Shoe Machine Operators and Tenders",
    "zero_beta": false
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  {
    "co_emp": null,
    "co_median_wage": 47600,
    "group_title": "Production Occupations",
    "major_group": "51-0000",
    "national_emp": 2190,
    "occ_code": "51-6051",
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    "score": 4.2,
    "score_source": "direct",
    "slug": "sewers-hand",
    "tier": "little",
    "tier_label": "few tasks overlap",
    "title": "Sewers, Hand",
    "zero_beta": false
  },
  {
    "co_emp": 160,
    "co_median_wage": 51110,
    "group_title": "Production Occupations",
    "major_group": "51-0000",
    "national_emp": 13920,
    "occ_code": "51-6052",
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    "score": 6.8,
    "score_source": "direct",
    "slug": "tailors-dressmakers-and-custom-sewers",
    "tier": "little",
    "tier_label": "few tasks overlap",
    "title": "Tailors, Dressmakers, and Custom Sewers",
    "zero_beta": false
  },
  {
    "co_emp": null,
    "co_median_wage": null,
    "group_title": "Production Occupations",
    "major_group": "51-0000",
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    "occ_code": "51-6061",
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    "score": 11.8,
    "score_source": "direct",
    "slug": "textile-bleaching-and-dyeing-machine-operators-and-tenders",
    "tier": "little",
    "tier_label": "few tasks overlap",
    "title": "Textile Bleaching and Dyeing Machine Operators and Tenders",
    "zero_beta": false
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  {
    "co_emp": 30,
    "co_median_wage": 36870,
    "group_title": "Production Occupations",
    "major_group": "51-0000",
    "national_emp": 9000,
    "occ_code": "51-6062",
    "percentile": 34,
    "score": 14.3,
    "score_source": "direct",
    "slug": "textile-cutting-machine-setters-operators-and-tenders",
    "tier": "little",
    "tier_label": "few tasks overlap",
    "title": "Textile Cutting Machine Setters, Operators, and Tenders",
    "zero_beta": false
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  {
    "co_emp": null,
    "co_median_wage": null,
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    "major_group": "51-0000",
    "national_emp": 13030,
    "occ_code": "51-6063",
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    "score": 12.5,
    "score_source": "direct",
    "slug": "textile-knitting-and-weaving-machine-setters-operators-and-tenders",
    "tier": "little",
    "tier_label": "few tasks overlap",
    "title": "Textile Knitting and Weaving Machine Setters, Operators, and Tenders",
    "zero_beta": false
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  {
    "co_emp": 90,
    "co_median_wage": 37540,
    "group_title": "Production Occupations",
    "major_group": "51-0000",
    "national_emp": 22020,
    "occ_code": "51-6064",
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    "score": 7.1,
    "score_source": "direct",
    "slug": "textile-winding-twisting-and-drawing-out-machine-setters-operators-and-tenders",
    "tier": "little",
    "tier_label": "few tasks overlap",
    "title": "Textile Winding, Twisting, and Drawing Out Machine Setters, Operators, and Tenders",
    "zero_beta": false
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    "co_emp": null,
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    "major_group": "51-0000",
    "national_emp": 12850,
    "occ_code": "51-6091",
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    "score": 8.6,
    "score_source": "direct",
    "slug": "extruding-and-forming-machine-setters-operators-and-tenders-synthetic-and-glass-fibers",
    "tier": "little",
    "tier_label": "few tasks overlap",
    "title": "Extruding and Forming Machine Setters, Operators, and Tenders, Synthetic and Glass Fibers",
    "zero_beta": false
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    "co_emp": null,
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    "group_title": "Production Occupations",
    "major_group": "51-0000",
    "national_emp": 2950,
    "occ_code": "51-6092",
    "percentile": 40,
    "score": 18.8,
    "score_source": "direct",
    "slug": "fabric-and-apparel-patternmakers",
    "tier": "little",
    "tier_label": "few tasks overlap",
    "title": "Fabric and Apparel Patternmakers",
    "zero_beta": false
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    "co_emp": 160,
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    "group_title": "Production Occupations",
    "major_group": "51-0000",
    "national_emp": 20140,
    "occ_code": "51-6093",
    "percentile": 24,
    "score": 8.8,
    "score_source": "direct",
    "slug": "upholsterers",
    "tier": "little",
    "tier_label": "few tasks overlap",
    "title": "Upholsterers",
    "zero_beta": false
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  {
    "co_emp": 40,
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    "group_title": "Production Occupations",
    "major_group": "51-0000",
    "national_emp": 13530,
    "occ_code": "51-6099",
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    "score": 9.8,
    "score_source": "imputed_major_group",
    "slug": "textile-apparel-and-furnishings-workers-all-other",
    "tier": "little",
    "tier_label": "few tasks overlap",
    "title": "Textile, Apparel, and Furnishings Workers, All Other",
    "zero_beta": false
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    "co_emp": 1300,
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    "group_title": "Production Occupations",
    "major_group": "51-0000",
    "national_emp": 77170,
    "occ_code": "51-7011",
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    "score": 4.4,
    "score_source": "direct",
    "slug": "cabinetmakers-and-bench-carpenters",
    "tier": "little",
    "tier_label": "few tasks overlap",
    "title": "Cabinetmakers and Bench Carpenters",
    "zero_beta": false
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    "co_emp": 170,
    "co_median_wage": 50000,
    "group_title": "Production Occupations",
    "major_group": "51-0000",
    "national_emp": 14480,
    "occ_code": "51-7021",
    "percentile": 19,
    "score": 7.1,
    "score_source": "direct",
    "slug": "furniture-finishers",
    "tier": "little",
    "tier_label": "few tasks overlap",
    "title": "Furniture Finishers",
    "zero_beta": false
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  {
    "co_emp": null,
    "co_median_wage": null,
    "group_title": "Production Occupations",
    "major_group": "51-0000",
    "national_emp": 280,
    "occ_code": "51-7031",
    "percentile": 36,
    "score": 15.4,
    "score_source": "direct",
    "slug": "model-makers-wood",
    "tier": "little",
    "tier_label": "few tasks overlap",
    "title": "Model Makers, Wood",
    "zero_beta": false
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  {
    "co_emp": null,
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    "major_group": "51-0000",
    "national_emp": 220,
    "occ_code": "51-7032",
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    "score": 28.2,
    "score_source": "direct",
    "slug": "patternmakers-wood",
    "tier": "little",
    "tier_label": "few tasks overlap",
    "title": "Patternmakers, Wood",
    "zero_beta": false
  },
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    "co_emp": 350,
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    "group_title": "Production Occupations",
    "major_group": "51-0000",
    "national_emp": 40850,
    "occ_code": "51-7041",
    "percentile": 7,
    "score": 1.5,
    "score_source": "direct",
    "slug": "sawing-machine-setters-operators-and-tenders-wood",
    "tier": "little",
    "tier_label": "few tasks overlap",
    "title": "Sawing Machine Setters, Operators, and Tenders, Wood",
    "zero_beta": false
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  {
    "co_emp": 440,
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    "group_title": "Production Occupations",
    "major_group": "51-0000",
    "national_emp": 61420,
    "occ_code": "51-7042",
    "percentile": 10,
    "score": 3.3,
    "score_source": "direct",
    "slug": "woodworking-machine-setters-operators-and-tenders-except-sawing",
    "tier": "little",
    "tier_label": "few tasks overlap",
    "title": "Woodworking Machine Setters, Operators, and Tenders, Except Sawing",
    "zero_beta": false
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    "co_emp": 140,
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    "group_title": "Production Occupations",
    "major_group": "51-0000",
    "national_emp": 5490,
    "occ_code": "51-7099",
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    "score": 9.8,
    "score_source": "imputed_major_group",
    "slug": "woodworkers-all-other",
    "tier": "little",
    "tier_label": "few tasks overlap",
    "title": "Woodworkers, All Other",
    "zero_beta": false
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  {
    "co_emp": null,
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    "major_group": "51-0000",
    "national_emp": 5150,
    "occ_code": "51-8011",
    "percentile": 29,
    "score": 12.1,
    "score_source": "direct",
    "slug": "nuclear-power-reactor-operators",
    "tier": "little",
    "tier_label": "few tasks overlap",
    "title": "Nuclear Power Reactor Operators",
    "zero_beta": false
  },
  {
    "co_emp": null,
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    "major_group": "51-0000",
    "national_emp": 8520,
    "occ_code": "51-8012",
    "percentile": 47,
    "score": 25.0,
    "score_source": "direct",
    "slug": "power-distributors-and-dispatchers",
    "tier": "little",
    "tier_label": "few tasks overlap",
    "title": "Power Distributors and Dispatchers",
    "zero_beta": false
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    "group_title": "Production Occupations",
    "major_group": "51-0000",
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    "occ_code": "51-8013",
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    "score": 9.1,
    "score_source": "direct",
    "slug": "power-plant-operators",
    "tier": "little",
    "tier_label": "few tasks overlap",
    "title": "Power Plant Operators",
    "zero_beta": false
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  {
    "co_emp": 560,
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    "group_title": "Production Occupations",
    "major_group": "51-0000",
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    "occ_code": "51-8021",
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    "score": 10.5,
    "score_source": "direct",
    "slug": "stationary-engineers-and-boiler-operators",
    "tier": "little",
    "tier_label": "few tasks overlap",
    "title": "Stationary Engineers and Boiler Operators",
    "zero_beta": false
  },
  {
    "co_emp": 2620,
    "co_median_wage": 74200,
    "group_title": "Production Occupations",
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    "occ_code": "51-8031",
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    "score": 12.5,
    "score_source": "direct",
    "slug": "water-and-wastewater-treatment-plant-and-system-operators",
    "tier": "little",
    "tier_label": "few tasks overlap",
    "title": "Water and Wastewater Treatment Plant and System Operators",
    "zero_beta": false
  },
  {
    "co_emp": 400,
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    "group_title": "Production Occupations",
    "major_group": "51-0000",
    "national_emp": 16610,
    "occ_code": "51-8091",
    "percentile": 36,
    "score": 15.2,
    "score_source": "direct",
    "slug": "chemical-plant-and-system-operators",
    "tier": "little",
    "tier_label": "few tasks overlap",
    "title": "Chemical Plant and System Operators",
    "zero_beta": false
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  {
    "co_emp": 570,
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    "major_group": "51-0000",
    "national_emp": 18030,
    "occ_code": "51-8092",
    "percentile": 21,
    "score": 7.8,
    "score_source": "direct",
    "slug": "gas-plant-operators",
    "tier": "little",
    "tier_label": "few tasks overlap",
    "title": "Gas Plant Operators",
    "zero_beta": false
  },
  {
    "co_emp": 120,
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    "group_title": "Production Occupations",
    "major_group": "51-0000",
    "national_emp": 33160,
    "occ_code": "51-8093",
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    "score": 17.1,
    "score_source": "direct",
    "slug": "petroleum-pump-system-operators-refinery-operators-and-gaugers",
    "tier": "little",
    "tier_label": "few tasks overlap",
    "title": "Petroleum Pump System Operators, Refinery Operators, and Gaugers",
    "zero_beta": false
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    "major_group": "51-0000",
    "national_emp": 14080,
    "occ_code": "51-8099",
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    "score": 8.1,
    "score_source": "direct",
    "slug": "plant-and-system-operators-all-other",
    "tier": "little",
    "tier_label": "few tasks overlap",
    "title": "Plant and System Operators, All Other",
    "zero_beta": false
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    "major_group": "51-0000",
    "national_emp": 139630,
    "occ_code": "51-9011",
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    "score": 6.5,
    "score_source": "direct",
    "slug": "chemical-equipment-operators-and-tenders",
    "tier": "little",
    "tier_label": "few tasks overlap",
    "title": "Chemical Equipment Operators and Tenders",
    "zero_beta": false
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    "national_emp": 60100,
    "occ_code": "51-9012",
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    "score": 8.6,
    "score_source": "direct",
    "slug": "separating-filtering-clarifying-precipitating-and-still-machine-setters-operators-and-tenders",
    "tier": "little",
    "tier_label": "few tasks overlap",
    "title": "Separating, Filtering, Clarifying, Precipitating, and Still Machine Setters, Operators, and Tenders",
    "zero_beta": false
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  {
    "co_emp": 520,
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    "group_title": "Production Occupations",
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    "title": "Crushing, Grinding, and Polishing Machine Setters, Operators, and Tenders",
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    "tier_label": "few tasks overlap",
    "title": "Grinding and Polishing Workers, Hand",
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    "tier": "little",
    "tier_label": "few tasks overlap",
    "title": "Mixing and Blending Machine Setters, Operators, and Tenders",
    "zero_beta": false
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    "tier_label": "few tasks overlap",
    "title": "Cutters and Trimmers, Hand",
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    "tier_label": "few tasks overlap",
    "title": "Cutting and Slicing Machine Setters, Operators, and Tenders",
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    "tier": "little",
    "tier_label": "few tasks overlap",
    "title": "Extruding, Forming, Pressing, and Compacting Machine Setters, Operators, and Tenders",
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    "tier_label": "few tasks overlap",
    "title": "Furnace, Kiln, Oven, Drier, and Kettle Operators and Tenders",
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    "tier_label": "few tasks overlap",
    "title": "Inspectors, Testers, Sorters, Samplers, and Weighers",
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    "title": "Jewelers and Precious Stone and Metal Workers",
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    "title": "Dental Laboratory Technicians",
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    "slug": "medical-appliance-technicians",
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    "tier_label": "few tasks overlap",
    "title": "Medical Appliance Technicians",
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    "title": "Ophthalmic Laboratory Technicians",
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    "title": "Packaging and Filling Machine Operators and Tenders",
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    "tier_label": "few tasks overlap",
    "title": "Painting, Coating, and Decorating Workers",
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    "title": "Coating, Painting, and Spraying Machine Setters, Operators, and Tenders",
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    "title": "Semiconductor Processing Technicians",
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    "title": "Photographic Process Workers and Processing Machine Operators",
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    "title": "Computer Numerically Controlled Tool Operators",
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    "slug": "computer-numerically-controlled-tool-programmers",
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    "title": "Adhesive Bonding Machine Operators and Tenders",
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    "title": "Cleaning, Washing, and Metal Pickling Equipment Operators and Tenders",
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    "title": "Cooling and Freezing Equipment Operators and Tenders",
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    "group_title": "Transportation and Material Moving Occupations",
    "major_group": "53-0000",
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    "occ_code": "53-4011",
    "percentile": 44,
    "score": 23.2,
    "score_source": "direct",
    "slug": "locomotive-engineers",
    "tier": "little",
    "tier_label": "few tasks overlap",
    "title": "Locomotive Engineers",
    "zero_beta": false
  },
  {
    "co_emp": null,
    "co_median_wage": 60770,
    "group_title": "Transportation and Material Moving Occupations",
    "major_group": "53-0000",
    "national_emp": 3920,
    "occ_code": "53-4013",
    "percentile": 16,
    "score": 5.7,
    "score_source": "direct",
    "slug": "rail-yard-engineers-dinkey-operators-and-hostlers",
    "tier": "little",
    "tier_label": "few tasks overlap",
    "title": "Rail Yard Engineers, Dinkey Operators, and Hostlers",
    "zero_beta": false
  },
  {
    "co_emp": null,
    "co_median_wage": 76140,
    "group_title": "Transportation and Material Moving Occupations",
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    "occ_code": "53-4022",
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    "score": 4.2,
    "score_source": "direct",
    "slug": "railroad-brake-signal-and-switch-operators-and-locomotive-firers",
    "tier": "little",
    "tier_label": "few tasks overlap",
    "title": "Railroad Brake, Signal, and Switch Operators and Locomotive Firers",
    "zero_beta": false
  },
  {
    "co_emp": 490,
    "co_median_wage": 77550,
    "group_title": "Transportation and Material Moving Occupations",
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    "national_emp": 46440,
    "occ_code": "53-4031",
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    "score": 20.8,
    "score_source": "direct",
    "slug": "railroad-conductors-and-yardmasters",
    "tier": "little",
    "tier_label": "few tasks overlap",
    "title": "Railroad Conductors and Yardmasters",
    "zero_beta": false
  },
  {
    "co_emp": null,
    "co_median_wage": null,
    "group_title": "Transportation and Material Moving Occupations",
    "major_group": "53-0000",
    "national_emp": 10200,
    "occ_code": "53-4041",
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    "score": 20.5,
    "score_source": "direct",
    "slug": "subway-and-streetcar-operators",
    "tier": "little",
    "tier_label": "few tasks overlap",
    "title": "Subway and Streetcar Operators",
    "zero_beta": false
  },
  {
    "co_emp": null,
    "co_median_wage": null,
    "group_title": "Transportation and Material Moving Occupations",
    "major_group": "53-0000",
    "national_emp": 1120,
    "occ_code": "53-4099",
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    "score": 13.4,
    "score_source": "imputed_major_group",
    "slug": "rail-transportation-workers-all-other",
    "tier": "little",
    "tier_label": "few tasks overlap",
    "title": "Rail Transportation Workers, All Other",
    "zero_beta": false
  },
  {
    "co_emp": null,
    "co_median_wage": null,
    "group_title": "Transportation and Material Moving Occupations",
    "major_group": "53-0000",
    "national_emp": 31670,
    "occ_code": "53-5011",
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    "score": 1.1,
    "score_source": "direct",
    "slug": "sailors-and-marine-oilers",
    "tier": "little",
    "tier_label": "few tasks overlap",
    "title": "Sailors and Marine Oilers",
    "zero_beta": false
  },
  {
    "co_emp": null,
    "co_median_wage": null,
    "group_title": "Transportation and Material Moving Occupations",
    "major_group": "53-0000",
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    "occ_code": "53-5021",
    "percentile": 42,
    "score": 20.9,
    "score_source": "direct",
    "slug": "captains-mates-and-pilots-of-water-vessels",
    "tier": "little",
    "tier_label": "few tasks overlap",
    "title": "Captains, Mates, and Pilots of Water Vessels",
    "zero_beta": false
  },
  {
    "co_emp": null,
    "co_median_wage": null,
    "group_title": "Transportation and Material Moving Occupations",
    "major_group": "53-0000",
    "national_emp": 2480,
    "occ_code": "53-5022",
    "percentile": 31,
    "score": 12.9,
    "score_source": "direct",
    "slug": "motorboat-operators",
    "tier": "little",
    "tier_label": "few tasks overlap",
    "title": "Motorboat Operators",
    "zero_beta": false
  },
  {
    "co_emp": null,
    "co_median_wage": null,
    "group_title": "Transportation and Material Moving Occupations",
    "major_group": "53-0000",
    "national_emp": 8400,
    "occ_code": "53-5031",
    "percentile": 34,
    "score": 14.1,
    "score_source": "direct",
    "slug": "ship-engineers",
    "tier": "little",
    "tier_label": "few tasks overlap",
    "title": "Ship Engineers",
    "zero_beta": false
  },
  {
    "co_emp": null,
    "co_median_wage": null,
    "group_title": "Transportation and Material Moving Occupations",
    "major_group": "53-0000",
    "national_emp": 3040,
    "occ_code": "53-6011",
    "percentile": 37,
    "score": 16.1,
    "score_source": "direct",
    "slug": "bridge-and-lock-tenders",
    "tier": "little",
    "tier_label": "few tasks overlap",
    "title": "Bridge and Lock Tenders",
    "zero_beta": false
  },
  {
    "co_emp": 1390,
    "co_median_wage": 39330,
    "group_title": "Transportation and Material Moving Occupations",
    "major_group": "53-0000",
    "national_emp": 137880,
    "occ_code": "53-6021",
    "percentile": 30,
    "score": 12.5,
    "score_source": "direct",
    "slug": "parking-attendants",
    "tier": "little",
    "tier_label": "few tasks overlap",
    "title": "Parking Attendants",
    "zero_beta": false
  },
  {
    "co_emp": 2980,
    "co_median_wage": 38370,
    "group_title": "Transportation and Material Moving Occupations",
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    "national_emp": 102010,
    "occ_code": "53-6031",
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    "score": 6.5,
    "score_source": "direct",
    "slug": "automotive-and-watercraft-service-attendants",
    "tier": "little",
    "tier_label": "few tasks overlap",
    "title": "Automotive and Watercraft Service Attendants",
    "zero_beta": false
  },
  {
    "co_emp": 1220,
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    "group_title": "Transportation and Material Moving Occupations",
    "major_group": "53-0000",
    "national_emp": 31300,
    "occ_code": "53-6032",
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    "score": 11.1,
    "score_source": "direct",
    "slug": "aircraft-service-attendants",
    "tier": "little",
    "tier_label": "few tasks overlap",
    "title": "Aircraft Service Attendants",
    "zero_beta": false
  },
  {
    "co_emp": null,
    "co_median_wage": null,
    "group_title": "Transportation and Material Moving Occupations",
    "major_group": "53-0000",
    "national_emp": 7860,
    "occ_code": "53-6041",
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    "score": 38.9,
    "score_source": "direct",
    "slug": "traffic-technicians",
    "tier": "some",
    "tier_label": "some tasks overlap",
    "title": "Traffic Technicians",
    "zero_beta": false
  },
  {
    "co_emp": 460,
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    "group_title": "Transportation and Material Moving Occupations",
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    "occ_code": "53-6051",
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    "score": 23.4,
    "score_source": "direct",
    "slug": "transportation-inspectors",
    "tier": "little",
    "tier_label": "few tasks overlap",
    "title": "Transportation Inspectors",
    "zero_beta": false
  },
  {
    "co_emp": 870,
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    "major_group": "53-0000",
    "national_emp": 27110,
    "occ_code": "53-6061",
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    "score": 13.9,
    "score_source": "direct",
    "slug": "passenger-attendants",
    "tier": "little",
    "tier_label": "few tasks overlap",
    "title": "Passenger Attendants",
    "zero_beta": false
  },
  {
    "co_emp": null,
    "co_median_wage": null,
    "group_title": "Transportation and Material Moving Occupations",
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    "national_emp": 13550,
    "occ_code": "53-6099",
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    "score_source": "imputed_major_group",
    "slug": "transportation-workers-all-other",
    "tier": "little",
    "tier_label": "few tasks overlap",
    "title": "Transportation Workers, All Other",
    "zero_beta": false
  },
  {
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    "score": 13.8,
    "score_source": "direct",
    "slug": "conveyor-operators-and-tenders",
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    "tier_label": "few tasks overlap",
    "title": "Conveyor Operators and Tenders",
    "zero_beta": false
  },
  {
    "co_emp": 470,
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    "group_title": "Transportation and Material Moving Occupations",
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    "score": 2.6,
    "score_source": "direct",
    "slug": "crane-and-tower-operators",
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    "tier_label": "few tasks overlap",
    "title": "Crane and Tower Operators",
    "zero_beta": false
  },
  {
    "co_emp": null,
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    "score_source": "direct",
    "slug": "dredge-operators",
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    "tier_label": "few tasks overlap",
    "title": "Dredge Operators",
    "zero_beta": true
  },
  {
    "co_emp": null,
    "co_median_wage": null,
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    "occ_code": "53-7041",
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    "score_source": "direct",
    "slug": "hoist-and-winch-operators",
    "tier": "little",
    "tier_label": "few tasks overlap",
    "title": "Hoist and Winch Operators",
    "zero_beta": false
  },
  {
    "co_emp": 8570,
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    "slug": "industrial-truck-and-tractor-operators",
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    "tier_label": "few tasks overlap",
    "title": "Industrial Truck and Tractor Operators",
    "zero_beta": false
  },
  {
    "co_emp": 6750,
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    "score_source": "direct",
    "slug": "cleaners-of-vehicles-and-equipment",
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    "tier_label": "few tasks overlap",
    "title": "Cleaners of Vehicles and Equipment",
    "zero_beta": true
  },
  {
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    "score_source": "direct",
    "slug": "laborers-and-freight-stock-and-material-movers-hand",
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    "tier_label": "few tasks overlap",
    "title": "Laborers and Freight, Stock, and Material Movers, Hand",
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    "slug": "machine-feeders-and-offbearers",
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    "tier_label": "few tasks overlap",
    "title": "Machine Feeders and Offbearers",
    "zero_beta": false
  },
  {
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    "slug": "packers-and-packagers-hand",
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    "tier_label": "few tasks overlap",
    "title": "Packers and Packagers, Hand",
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  },
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    "slug": "stockers-and-order-fillers",
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    "tier_label": "few tasks overlap",
    "title": "Stockers and Order Fillers",
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  },
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    "score_source": "direct",
    "slug": "gas-compressor-and-gas-pumping-station-operators",
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    "tier_label": "few tasks overlap",
    "title": "Gas Compressor and Gas Pumping Station Operators",
    "zero_beta": false
  },
  {
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    "slug": "pump-operators-except-wellhead-pumpers",
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    "tier_label": "few tasks overlap",
    "title": "Pump Operators, Except Wellhead Pumpers",
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  },
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    "tier_label": "few tasks overlap",
    "title": "Wellhead Pumpers",
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  },
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    "score": 23.2,
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    "slug": "refuse-and-recyclable-material-collectors",
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    "tier_label": "few tasks overlap",
    "title": "Refuse and Recyclable Material Collectors",
    "zero_beta": false
  },
  {
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    "slug": "tank-car-truck-and-ship-loaders",
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    "tier_label": "few tasks overlap",
    "title": "Tank Car, Truck, and Ship Loaders",
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  },
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    "slug": "material-moving-workers-all-other",
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    "tier_label": "few tasks overlap",
    "title": "Material Moving Workers, All Other",
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]