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["key","soc","111011-Chief Executives","111021-General and Operations Managers","112011-Advertising and Promotions Managers","112021-Marketing Managers","112022-Sales Managers","112031-Public Relations and Fundraising Managers","113011-Administrative Services Managers","113021-Computer and Information Systems Managers","113031-Financial Managers","113051-Industrial Production Managers","113061-Purchasing Managers","113071-Transportation, Storage, and Distribution Managers","113111-Compensation and Benefits Managers","113121-Human Resources Managers","113131-Training and Development Managers","119013-Farmers, Ranchers, and Other Agricultural Managers","119021-Construction Managers","119031-Education Administrators, Preschool and Childcare Center/Program","119032-Education Administrators, Elementary and Secondary School","119033-Education Administrators, Postsecondary","119039-Education Administrators, All Other","119041-Architectural and Engineering Managers","119051-Food Service Managers","119061-Funeral Service Managers","119071-Gaming Managers","119081-Lodging Managers","119111-Medical and Health Services Managers","119121-Natural Sciences Managers","119131-Postmasters and Mail Superintendents","119141-Property, Real Estate, and Community Association Managers","119151-Social and Community Service Managers","119161-Emergency Management Directors","119199-Managers, All Other","131011-Agents and Business Managers of Artists, Performers, and Athletes","131020-Buyers and Purchasing Agents","131031-Claims Adjusters, Examiners, and Investigators","131032-Insurance Appraisers, Auto Damage","131041-Compliance Officers","131051-Cost Estimators","131071-Human Resources Specialists","131081-Logisticians","131111-Management Analysts","131121-Meeting, Convention, and Event Planners","131131-Fundraisers","131141-Compensation, Benefits, and Job Analysis Specialists","131151-Training and Development Specialists","131161-Market Research Analysts and Marketing Specialists","131199-Business Operations Specialists, All Other","132011-Accountants and Auditors","132021-Appraisers and Assessors of Real Estate","132031-Budget Analysts","132041-Credit Analysts","132051-Financial Analysts","132052-Personal Financial Advisors","132053-Insurance Underwriters","132061-Financial Examiners","132071-Credit Counselors","132072-Loan Officers","132081-Tax Examiners and Collectors, and Revenue Agents","132082-Tax Preparers","132099-Financial Specialists, All Other","151111-Computer and Information Research Scientists","151121-Computer Systems Analysts","151122-Information Security Analysts","151131-Computer Programmers","151132-Software Developers, Applications","151133-Software Developers, Systems Software","151134-Web Developers","151141-Database Administrators","151142-Network and Computer Systems Administrators","151143-Computer Network Architects","151151-Computer User Support Specialists","151152-Computer Network Support Specialists","151199-Computer Occupations, All Other","152011-Actuaries","152021-Mathematicians","152031-Operations Research Analysts","152041-Statisticians","171011-Architects, Except Landscape and Naval","171012-Landscape Architects","171021-Cartographers and Photogrammetrists","171022-Surveyors","172011-Aerospace Engineers","172021-Agricultural Engineers","172031-Biomedical Engineers","172041-Chemical Engineers","172051-Civil Engineers","172061-Computer Hardware Engineers","172071-Electrical Engineers","172072-Electronics Engineers, Except Computer","172081-Environmental Engineers","172111-Health and Safety Engineers, Except Mining Safety Engineers and Inspectors","172112-Industrial Engineers","172121-Marine Engineers and Naval Architects","172131-Materials Engineers","172141-Mechanical Engineers","172151-Mining and Geological Engineers, Including Mining Safety Engineers","172161-Nuclear Engineers","172171-Petroleum Engineers","172199-Engineers, All Other","173011-Architectural and Civil Drafters","173012-Electrical and Electronics Drafters","173013-Mechanical Drafters","173021-Aerospace Engineering and Operations Technicians","173022-Civil Engineering Technicians","173023-Electrical and Electronics Engineering Technicians","173024-Electro-Mechanical Technicians","173025-Environmental Engineering Technicians","173026-Industrial Engineering Technicians","173027-Mechanical Engineering Technicians","173029-Engineering Technicians, Except Drafters, All Other","173031-Surveying and Mapping Technicians","191011-Animal Scientists","191012-Food Scientists and Technologists","191013-Soil and Plant Scientists","191021-Biochemists and Biophysicists","191022-Microbiologists","191023-Zoologists and Wildlife Biologists","191029-Biological Scientists, All Other","191031-Conservation Scientists","191032-Foresters","191041-Epidemiologists","191042-Medical Scientists, Except Epidemiologists","192011-Astronomers","192012-Physicists","192021-Atmospheric and Space Scientists","192031-Chemists","192032-Materials Scientists","192041-Environmental Scientists and Specialists, Including Health","192042-Geoscientists, Except Hydrologists and Geographers","192043-Hydrologists","192099-Physical Scientists, All Other","193011-Economists","193022-Survey Researchers","193031-Clinical, Counseling, and School Psychologists","193032-Industrial-Organizational Psychologists","193039-Psychologists, All Other","193051-Urban and Regional Planners","193091-Anthropologists and Archeologists","193092-Geographers","193093-Historians","194011-Agricultural and Food Science Technicians","194021-Biological Technicians","194031-Chemical Technicians","194041-Geological and Petroleum Technicians","194051-Nuclear Technicians","194061-Social Science Research Assistants","194091-Environmental Science and Protection Technicians, Including Health","194092-Forensic Science Technicians","194093-Forest and Conservation Technicians","194099-Life, Physical, and Social Science Technicians, All Other","211012-Educational, Guidance, School, and Vocational Counselors","211013-Marriage and Family Therapists","211015-Rehabilitation Counselors","211021-Child, Family, and School Social Workers","211022-Healthcare Social Workers","211023-Mental Health and Substance Abuse Social Workers","211091-Health Educators","211092-Probation Officers and Correctional Treatment Specialists","211093-Social and Human Service Assistants","211099-Community and Social Service Specialists, All Other","212011-Clergy","231011-Lawyers","231012-Judicial Law Clerks","231021-Administrative Law Judges, Adjudicators, and Hearing Officers","231023-Judges, Magistrate Judges, and Magistrates","232011-Paralegals and Legal Assistants","232091-Court Reporters","251011-Business Teachers, Postsecondary","251021-Computer Science Teachers, Postsecondary","251022-Mathematical Science Teachers, Postsecondary","251031-Architecture Teachers, Postsecondary","251032-Engineering Teachers, Postsecondary","251041-Agricultural Sciences Teachers, Postsecondary","251042-Biological Science Teachers, Postsecondary","251043-Forestry and Conservation Science Teachers, Postsecondary","251051-Atmospheric, Earth, Marine, and Space Sciences Teachers, Postsecondary","251052-Chemistry Teachers, Postsecondary","251053-Environmental Science Teachers, Postsecondary","251054-Physics Teachers, Postsecondary","251061-Anthropology and Archeology Teachers, Postsecondary","251062-Area, Ethnic, and Cultural Studies Teachers, Postsecondary","251063-Economics Teachers, Postsecondary","251064-Geography Teachers, Postsecondary","251065-Political Science Teachers, Postsecondary","251066-Psychology Teachers, Postsecondary","251067-Sociology Teachers, Postsecondary","251069-Social Sciences Teachers, Postsecondary, All Other","251071-Health Specialties Teachers, Postsecondary","251072-Nursing Instructors and Teachers, Postsecondary","251081-Education Teachers, Postsecondary","251082-Library Science Teachers, Postsecondary","251111-Criminal Justice and Law Enforcement Teachers, Postsecondary","251112-Law Teachers, Postsecondary","251113-Social Work Teachers, Postsecondary","251121-Art, Drama, and Music Teachers, Postsecondary","251122-Communications Teachers, Postsecondary","251123-English Language and Literature Teachers, Postsecondary","251124-Foreign Language and Literature Teachers, Postsecondary","251125-History Teachers, Postsecondary","251126-Philosophy and Religion Teachers, Postsecondary","251191-Graduate Teaching Assistants","251192-Home Economics Teachers, Postsecondary","251193-Recreation and Fitness Studies Teachers, Postsecondary","251194-Vocational Education Teachers, Postsecondary","252011-Preschool Teachers, Except Special Education","252021-Elementary School Teachers, Except Special Education","252022-Middle School Teachers, Except Special and Career/Technical Education","252023-Career/Technical Education Teachers, Middle School","252031-Secondary School Teachers, Except Special and Career/Technical Education","252052-Special Education Teachers, Kindergarten and Elementary School","252053-Special Education Teachers, Middle School","252054-Special Education Teachers, Secondary School","253011-Adult Basic and Secondary Education and Literacy Teachers and Instructors","254011-Archivists","254012-Curators","254013-Museum Technicians and Conservators","254021-Librarians","254031-Library Technicians","259011-Audio-Visual and Multimedia Collections Specialists","259021-Farm and Home Management Advisors","259031-Instructional Coordinators","259041-Teacher Assistants","271011-Art Directors","271013-Fine Artists, Including Painters, Sculptors, and Illustrators","271014-Multimedia Artists and Animators","271021-Commercial and Industrial Designers","271022-Fashion Designers","271023-Floral Designers","271024-Graphic Designers","271025-Interior Designers","271026-Merchandise Displayers and Window Trimmers","271027-Set and Exhibit Designers","272012-Producers and Directors","272021-Athletes and Sports Competitors","272022-Coaches and Scouts","272023-Umpires, Referees, and Other Sports Officials","273011-Radio and Television Announcers","273021-Broadcast News Analysts","273022-Reporters and Correspondents","273031-Public Relations Specialists","273041-Editors","273042-Technical Writers","273043-Writers and Authors","273091-Interpreters and Translators","274011-Audio and Video Equipment Technicians","274012-Broadcast Technicians","274014-Sound Engineering Technicians","274021-Photographers","274031-Camera Operators, Television, Video, and Motion Picture","274032-Film and Video Editors","291021-Dentists, General","291022-Oral and Maxillofacial Surgeons","291023-Orthodontists","291031-Dietitians and Nutritionists","291041-Optometrists","291051-Pharmacists","291061-Anesthesiologists","291062-Family and General Practitioners","291063-Internists, General","291064-Obstetricians and Gynecologists","291065-Pediatricians, General","291066-Psychiatrists","291067-Surgeons","291069-Physicians and Surgeons, All Other","291071-Physician Assistants","291081-Podiatrists","291122-Occupational Therapists","291123-Physical Therapists","291124-Radiation Therapists","291125-Recreational Therapists","291126-Respiratory Therapists","291127-Speech-Language Pathologists","291128-Exercise Physiologists","291131-Veterinarians","291141-Registered Nurses","291151-Nurse Anesthetists","291161-Nurse Midwives","291171-Nurse Practitioners","291181-Audiologists","291199-Health Diagnosing and Treating Practitioners, All Other","292010-Clinical Laboratory Technologists and Technicians","292021-Dental Hygienists","292031-Cardiovascular Technologists and Technicians","292032-Diagnostic Medical Sonographers","292033-Nuclear Medicine Technologists","292034-Radiologic Technologists","292035-Magnetic Resonance Imaging Technologists","292041-Emergency Medical Technicians and Paramedics","292051-Dietetic Technicians","292052-Pharmacy Technicians","292053-Psychiatric Technicians","292054-Respiratory Therapy Technicians","292055-Surgical Technologists","292056-Veterinary Technologists and Technicians","292057-Ophthalmic Medical Technicians","292061-Licensed Practical and Licensed Vocational Nurses","292071-Medical Records and Health Information Technicians","292081-Opticians, Dispensing","292091-Orthotists and Prosthetists","292092-Hearing Aid Specialists","292099-Health Technologists and Technicians, All Other","299011-Occupational Health and Safety Specialists","299012-Occupational Health and Safety Technicians","299091-Athletic Trainers","299092-Genetic Counselors","299099-Healthcare Practitioners and Technical Workers, All Other","311011-Home Health Aides","311013-Psychiatric Aides","311014-Nursing Assistants","312011-Occupational Therapy Assistants","312021-Physical Therapist Assistants","312022-Physical Therapist Aides","319091-Dental Assistants","319092-Medical Assistants","319093-Medical Equipment Preparers","319094-Medical Transcriptionists","319096-Veterinary Assistants and Laboratory Animal Caretakers","319097-Phlebotomists","319099-Healthcare Support Workers, All Other","331011-First-Line Supervisors of Correctional Officers","331012-First-Line Supervisors of Police and Detectives","331021-First-Line Supervisors of Fire Fighting and Prevention Workers","331099-First-Line Supervisors of Protective Service Workers, All Other","332011-Firefighters","332021-Fire Inspectors and Investigators","332022-Forest Fire Inspectors and Prevention Specialists","333012-Correctional Officers and Jailers","333021-Detectives and Criminal Investigators","333031-Fish and Game Wardens","333041-Parking Enforcement Workers","333051-Police and Sheriff's Patrol Officers","339011-Animal Control Workers","339021-Private Detectives and Investigators","339031-Gaming Surveillance Officers and Gaming Investigators","339032-Security Guards","339091-Crossing Guards","339092-Lifeguards, Ski Patrol, and Other Recreational Protective Service Workers","339093-Transportation Security Screeners","339099-Protective Service Workers, All Other","351011-Chefs and Head Cooks","351012-First-Line Supervisors of Food Preparation and Serving Workers","352012-Cooks, Institution and Cafeteria","352014-Cooks, Restaurant","352021-Food Preparation Workers","353011-Bartenders","353021-Combined Food Preparation and Serving Workers, Including Fast Food","353022-Counter Attendants, Cafeteria, Food Concession, and Coffee Shop","353031-Waiters and Waitresses","353041-Food Servers, Nonrestaurant","359011-Dining Room and Cafeteria Attendants and Bartender Helpers","359021-Dishwashers","359031-Hosts and Hostesses, Restaurant, Lounge, and Coffee Shop","371011-First-Line Supervisors of Housekeeping and Janitorial Workers","371012-First-Line Supervisors of Landscaping, Lawn Service, and Groundskeeping Workers","372011-Janitors and Cleaners, Except Maids and Housekeeping Cleaners","372012-Maids and Housekeeping Cleaners","372021-Pest Control Workers","373011-Landscaping and Groundskeeping Workers","373012-Pesticide Handlers, Sprayers, and Applicators, Vegetation","373013-Tree Trimmers and Pruners","373019-Grounds Maintenance Workers, All Other","391010-First-Line Supervisors of Gaming Workers","391021-First-Line Supervisors of Personal Service Workers","392021-Nonfarm Animal Caretakers","393012-Gaming and Sports Book Writers and Runners","393091-Amusement and Recreation Attendants","394011-Embalmers","394021-Funeral Attendants","394031-Morticians, Undertakers, and Funeral Directors","395011-Barbers","396011-Baggage Porters and Bellhops","396012-Concierges","397010-Tour and Travel Guides","399031-Fitness Trainers and Aerobics Instructors","399032-Recreation Workers","411011-First-Line Supervisors of Retail Sales Workers","411012-First-Line Supervisors of Non-Retail Sales Workers","412011-Cashiers","412012-Gaming Change Persons and Booth Cashiers","412021-Counter and Rental Clerks","412022-Parts Salespersons","412031-Retail Salespersons","413011-Advertising Sales Agents","413021-Insurance Sales Agents","413031-Securities, Commodities, and Financial Services Sales Agents","413041-Travel Agents","413099-Sales Representatives, Services, All Other","414011-Sales Representatives, Wholesale and Manufacturing, Technical and Scientific Products","414012-Sales Representatives, Wholesale and Manufacturing, Except Technical and Scientific Products","419011-Demonstrators and Product Promoters","419021-Real Estate Brokers","419022-Real Estate Sales Agents","419031-Sales Engineers","419041-Telemarketers","419091-Door-to-Door Sales Workers, News and Street Vendors, and Related Workers","431011-First-Line Supervisors of Office and Administrative Support Workers","432011-Switchboard Operators, Including Answering Service","433011-Bill and Account Collectors","433021-Billing and Posting Clerks","433031-Bookkeeping, Accounting, and Auditing Clerks","433041-Gaming Cage Workers","433051-Payroll and Timekeeping Clerks","433061-Procurement Clerks","433071-Tellers","434031-Court, Municipal, and License Clerks","434051-Customer Service Representatives","434071-File Clerks","434081-Hotel, Motel, and Resort Desk Clerks","434111-Interviewers, Except Eligibility and Loan","434121-Library Assistants, Clerical","434131-Loan Interviewers and Clerks","434141-New Accounts Clerks","434151-Order Clerks","434161-Human Resources Assistants, Except Payroll and Timekeeping","434171-Receptionists and Information Clerks","434181-Reservation and Transportation Ticket Agents and Travel Clerks","435011-Cargo and Freight Agents","435021-Couriers and Messengers","435031-Police, Fire, and Ambulance Dispatchers","435032-Dispatchers, Except Police, Fire, and Ambulance","435041-Meter Readers, Utilities","435051-Postal Service Clerks","435052-Postal Service Mail Carriers","435053-Postal Service Mail Sorters, Processors, and Processing Machine Operators","435061-Production, Planning, and Expediting Clerks","435071-Shipping, Receiving, and Traffic Clerks","435081-Stock Clerks and Order Fillers","435111-Weighers, Measurers, Checkers, and Samplers, Recordkeeping","436011-Executive Secretaries and Executive Administrative Assistants","436012-Legal Secretaries","436013-Medical Secretaries","436014-Secretaries and Administrative Assistants, Except Legal, Medical, and Executive","439011-Computer Operators","439021-Data Entry Keyers","439022-Word Processors and Typists","439031-Desktop Publishers","439041-Insurance Claims and Policy Processing Clerks","439051-Mail Clerks and Mail Machine Operators, Except Postal Service","439061-Office Clerks, General","439071-Office Machine Operators, Except Computer","439081-Proofreaders and Copy Markers","439111-Statistical Assistants","439199-Office and Administrative Support Workers, All Other","451011-First-Line Supervisors of Farming, Fishing, and Forestry Workers","452011-Agricultural Inspectors","452091-Agricultural Equipment Operators","452093-Farmworkers, Farm, Ranch, and Aquacultural Animals","453011-Fishers and Related Fishing Workers","454011-Forest and Conservation Workers","454023-Log Graders and Scalers","454029-Logging Workers, All Other","471011-First-Line Supervisors of Construction Trades and Extraction Workers","472011-Boilermakers","472022-Stonemasons","472031-Carpenters","472042-Floor Layers, Except Carpet, Wood, and Hard Tiles","472051-Cement Masons and Concrete Finishers","472061-Construction Laborers","472071-Paving, Surfacing, and Tamping Equipment Operators","472073-Operating Engineers and Other Construction Equipment Operators","472111-Electricians","472121-Glaziers","472131-Insulation Workers, Floor, Ceiling, and Wall","472132-Insulation Workers, Mechanical","472141-Painters, Construction and Maintenance","472151-Pipelayers","472152-Plumbers, Pipefitters, and Steamfitters","472161-Plasterers and Stucco Masons","472211-Sheet Metal Workers","472221-Structural Iron and Steel Workers","473011-Helpers--Brickmasons, Blockmasons, Stonemasons, and Tile and Marble Setters","473013-Helpers--Electricians","473014-Helpers--Painters, Paperhangers, Plasterers, and Stucco Masons","473019-Helpers, Construction Trades, All Other","474011-Construction and Building Inspectors","474041-Hazardous Materials Removal Workers","474051-Highway Maintenance Workers","474061-Rail-Track Laying and Maintenance Equipment Operators","474090-Miscellaneous Construction and Related Workers","475012-Rotary Drill Operators, Oil and Gas","475013-Service Unit Operators, Oil, Gas, and Mining","475021-Earth Drillers, Except Oil and Gas","475031-Explosives Workers, Ordnance Handling Experts, and Blasters","475081-Helpers--Extraction Workers","491011-First-Line Supervisors of Mechanics, Installers, and Repairers","492011-Computer, Automated Teller, and Office Machine Repairers","492021-Radio, Cellular, and Tower Equipment Installers and Repairs","492022-Telecommunications Equipment Installers and Repairers, Except Line Installers","492091-Avionics Technicians","492092-Electric Motor, Power Tool, and Related Repairers","492094-Electrical and Electronics Repairers, Commercial and Industrial Equipment","492095-Electrical and Electronics Repairers, Powerhouse, Substation, and Relay","492096-Electronic Equipment Installers and Repairers, Motor Vehicles","492097-Electronic Home Entertainment Equipment Installers and Repairers","492098-Security and Fire Alarm Systems Installers","493011-Aircraft Mechanics and Service Technicians","493021-Automotive Body and Related Repairers","493022-Automotive Glass Installers and Repairers","493023-Automotive Service Technicians and Mechanics","493031-Bus and Truck Mechanics and Diesel Engine Specialists","493041-Farm Equipment Mechanics and Service Technicians","493042-Mobile Heavy Equipment Mechanics, Except Engines","493043-Rail Car Repairers","493053-Outdoor Power Equipment and Other Small Engine Mechanics","493091-Bicycle Repairers","493092-Recreational Vehicle Service Technicians","493093-Tire Repairers and Changers","499011-Mechanical Door Repairers","499012-Control and Valve Installers and Repairers, Except Mechanical Door","499021-Heating, Air Conditioning, and Refrigeration Mechanics and Installers","499031-Home Appliance Repairers","499041-Industrial Machinery Mechanics","499043-Maintenance Workers, Machinery","499044-Millwrights","499051-Electrical Power-Line Installers and Repairers","499052-Telecommunications Line Installers and Repairers","499062-Medical Equipment Repairers","499071-Maintenance and Repair Workers, General","499081-Wind Turbine Service Technicians","499091-Coin, Vending, and Amusement Machine Servicers and Repairers","499092-Commercial Divers","499094-Locksmiths and Safe Repairers","499096-Riggers","499097-Signal and Track Switch Repairers","499098-Helpers--Installation, Maintenance, and Repair Workers","511011-First-Line Supervisors of Production and Operating Workers","512091-Fiberglass Laminators and Fabricators","512099-Assemblers and Fabricators, All Other","513011-Bakers","513021-Butchers and Meat Cutters","513022-Meat, Poultry, and Fish Cutters and Trimmers","513091-Food and Tobacco Roasting, Baking, and Drying Machine Operators and Tenders","513093-Food Cooking Machine Operators and Tenders","514011-Computer-Controlled Machine Tool Operators, Metal and Plastic","514012-Computer Numerically Controlled Machine Tool Programmers, Metal and Plastic","514021-Extruding and Drawing Machine Setters, Operators, and Tenders, Metal and Plastic","514022-Forging Machine Setters, Operators, and Tenders, Metal and Plastic","514023-Rolling Machine Setters, Operators, and Tenders, Metal and Plastic","514031-Cutting, Punching, and Press Machine Setters, Operators, and Tenders, Metal and Plastic","514032-Drilling and Boring Machine Tool Setters, Operators, and Tenders, Metal and Plastic","514033-Grinding, Lapping, Polishing, and Buffing Machine Tool Setters, Operators, and Tenders, Metal and Plastic","514034-Lathe and Turning Machine Tool Setters, Operators, and Tenders, Metal and Plastic","514035-Milling and Planing Machine Setters, Operators, and Tenders, Metal and Plastic","514041-Machinists","514051-Metal-Refining Furnace Operators and Tenders","514061-Model Makers, Metal and Plastic","514062-Patternmakers, Metal and Plastic","514072-Molding, Coremaking, and Casting Machine Setters, Operators, and Tenders, Metal and Plastic","514111-Tool and Die Makers","514121-Welders, Cutters, Solderers, and Brazers","514191-Heat Treating Equipment Setters, Operators, and Tenders, Metal and Plastic","514192-Layout Workers, Metal and Plastic","514193-Plating and Coating Machine Setters, Operators, and Tenders, Metal and Plastic","514194-Tool Grinders, Filers, and Sharpeners","515111-Prepress Technicians and Workers","515112-Printing Press Operators","515113-Print Binding and Finishing Workers","516011-Laundry and Dry-Cleaning Workers","516031-Sewing Machine Operators","516052-Tailors, Dressmakers, and Custom Sewers","516063-Textile Knitting and Weaving Machine Setters, Operators, and Tenders","516092-Fabric and Apparel Patternmakers","516093-Upholsterers","517021-Furniture Finishers","517031-Model Makers, Wood","517041-Sawing Machine Setters, Operators, and Tenders, Wood","518012-Power Distributors and Dispatchers","518013-Power Plant Operators","518021-Stationary Engineers and Boiler Operators","518031-Water and Wastewater Treatment Plant and System Operators","518091-Chemical Plant and System Operators","518092-Gas Plant Operators","518093-Petroleum Pump System Operators, Refinery Operators, and Gaugers","518099-Plant and System Operators, All Other","519012-Separating, Filtering, Clarifying, Precipitating, and Still Machine Setters, Operators, and Tenders","519021-Crushing, Grinding, and Polishing Machine Setters, Operators, and Tenders","519022-Grinding and Polishing Workers, Hand","519023-Mixing and Blending Machine Setters, Operators, and Tenders","519031-Cutters and Trimmers, Hand","519032-Cutting and Slicing Machine Setters, Operators, and Tenders","519051-Furnace, Kiln, Oven, Drier, and Kettle Operators and Tenders","519061-Inspectors, Testers, Sorters, Samplers, and Weighers","519081-Dental Laboratory Technicians","519082-Medical Appliance Technicians","519083-Ophthalmic Laboratory Technicians","519111-Packaging and Filling Machine Operators and Tenders","519121-Coating, Painting, and Spraying Machine Setters, Operators, and Tenders","519122-Painters, Transportation Equipment","519123-Painting, Coating, and Decorating Workers","519141-Semiconductor Processors","519151-Photographic Process Workers and Processing Machine Operators","519191-Adhesive Bonding Machine Operators and Tenders","519193-Cooling and Freezing Equipment Operators and Tenders","519198-Helpers--Production Workers","519199-Production Workers, All Other","531011-Aircraft Cargo Handling Supervisors","532011-Airline Pilots, Copilots, and Flight Engineers","532012-Commercial Pilots","532021-Air Traffic Controllers","532031-Flight Attendants","533021-Bus Drivers, Transit and Intercity","533031-Driver/Sales Workers","533032-Heavy and Tractor-Trailer Truck Drivers","533033-Light Truck or Delivery Services Drivers","533041-Taxi Drivers and Chauffeurs","533099-Motor Vehicle Operators, All Other","534011-Locomotive Engineers","534021-Railroad Brake, Signal, and Switch Operators","534031-Railroad Conductors and Yardmasters","534041-Subway and Streetcar Operators","535011-Sailors and Marine Oilers","535021-Captains, Mates, and Pilots of Water Vessels","535031-Ship Engineers","536011-Bridge and Lock Tenders","536021-Parking Lot Attendants","536031-Automotive and Watercraft Service Attendants","536041-Traffic Technicians","536051-Transportation Inspectors","537011-Conveyor Operators and Tenders","537021-Crane and Tower Operators","537032-Excavating and Loading Machine and Dragline Operators","537033-Loading Machine Operators, Underground Mining","537041-Hoist and Winch Operators","537051-Industrial Truck and Tractor Operators","537061-Cleaners of Vehicles and Equipment","537062-Laborers and Freight, Stock, and Material Movers, Hand","537063-Machine Feeders and Offbearers","537072-Pump Operators, Except Wellhead Pumpers","537081-Refuse and Recyclable Material Collectors","537121-Tank Car, Truck, and Ship Loaders","537199-Material Moving Workers, All Other","531049-First-Line Supervisors of Transportation Workers, All Other"]
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["key","soc","151131-Computer Programmers"]
[1,"151132-Software Developers, Applications",0.82038905803768003]
[2,"151121-Computer Systems Analysts",0.70091289730348905]
[3,"151134-Web Developers",0.66285780713276399]
[4,"151199-Computer Occupations, All Other",0.64459896911650405]
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[6,"151133-Software Developers, Systems Software",0.433010390513204]
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[13,"151142-Network and Computer Systems Administrators",0.31774642899921801]
[14,"152011-Actuaries",0.31750466161065299]
[15,"191029-Biological Scientists, All Other",0.30831342185788202]