Occupations

Full O*NET 30.3 occupation file with computed AI automation risk. Filter, then open a profile to see CIP matches and schools.

• Accountants and Auditors13-2011.00 · Bachelor’s82%Human 34%
• Actors27-2011.00 · High school41%Human 38%
• Actuaries15-2011.00 · Bachelor’s83%Human 19%
• Acupuncturists29-1291.00 · Beyond a bachelor’s25%Human 64%
• Acute Care Nurses29-1141.01 · Bachelor’s22%Human 83%
• Adapted Physical Education Specialists25-2059.01 · Beyond a bachelor’s14%Human 74%
• Adhesive Bonding Machine Operators and Tenders51-9191.00 · High school72%Human 26%
• Administrative Law Judges, Adjudicators, and Hearing Officers23-1021.00 · Beyond a bachelor’s75%Human 55%
• Administrative Services Managers11-3012.00 · Certificate or two-year51%Human 57%
• Adult Basic Education, Adult Secondary Education, and English as a Second Language Instructors25-3011.00 · Bachelor’s43%Human 48%
• Advanced Practice Psychiatric Nurses29-1141.02 · Beyond a bachelor’s42%Human 71%
• Advertising and Promotions Managers11-2011.00 · Bachelor’s44%Human 63%
• Advertising Sales Agents41-3011.00 · Bachelor’s42%Human 52%
• Aerospace Engineering and Operations Technologists and Technicians17-3021.00 · Certificate or two-year60%Human 50%
• Aerospace Engineers17-2011.00 · Bachelor’s53%Human 48%
• Agents and Business Managers of Artists, Performers, and Athletes13-1011.00 · Bachelor’s64%Human 41%
• Agricultural Engineers17-2021.00 · Bachelor’s40%Human 56%
• Agricultural Equipment Operators45-2091.00 · High school46%Human 24%
• Agricultural Inspectors45-2011.00 · High school48%Human 64%
• Agricultural Sciences Teachers, Postsecondary25-1041.00 · Beyond a bachelor’s41%Human 47%
• Agricultural Technicians19-4012.00 · Certificate or two-year37%Human 64%
• Agricultural Workers, All Other45-2099.0057%Human 31%
• Air Crew Members55-3011.0058%Human 33%
• Air Crew Officers55-1011.0058%Human 32%
• Air Traffic Controllers53-2021.00 · Certificate or two-year71%Human 74%
• Aircraft Cargo Handling Supervisors53-1041.00 · High school33%Human 76%
• Aircraft Launch and Recovery Officers55-1012.0058%Human 32%
• Aircraft Launch and Recovery Specialists55-3012.0058%Human 33%
• Aircraft Mechanics and Service Technicians49-3011.00 · Certificate or two-year34%Human 68%
• Aircraft Service Attendants53-6032.00 · High school58%Human 32%
• Aircraft Structure, Surfaces, Rigging, and Systems Assemblers51-2011.00 · High school69%Human 36%
• Airfield Operations Specialists53-2022.00 · Certificate or two-year36%Human 78%
• Airline Pilots, Copilots, and Flight Engineers53-2011.00 · Bachelor’s53%Human 75%
• Allergists and Immunologists29-1229.01 · Beyond a bachelor’s25%Human 81%
• Ambulance Drivers and Attendants, Except Emergency Medical Technicians53-3011.00 · High school25%Human 77%
• Amusement and Recreation Attendants39-3091.00 · High school45%Human 47%
• Anesthesiologist Assistants29-1071.01 · Beyond a bachelor’s25%Human 79%
• Anesthesiologists29-1211.00 · Beyond a bachelor’s27%Human 81%
• Animal Breeders45-2021.00 · High school39%Human 22%
• Animal Caretakers39-2021.00 · High school20%Human 67%
• Animal Control Workers33-9011.00 · High school12%Human 88%
• Animal Scientists19-1011.00 · Beyond a bachelor’s40%Human 61%
• Animal Trainers39-2011.00 · High school19%Human 71%
• Anthropologists and Archeologists19-3091.00 · Beyond a bachelor’s48%Human 45%
• Anthropology and Archeology Teachers, Postsecondary25-1061.00 · Beyond a bachelor’s34%Human 56%
• Appraisers and Assessors of Real Estate13-2023.00 · Bachelor’s66%Human 27%
• Appraisers of Personal and Business Property13-2022.00 · Bachelor’s70%Human 27%
• Arbitrators, Mediators, and Conciliators23-1022.00 · Beyond a bachelor’s59%Human 36%
• Architects, Except Landscape and Naval17-1011.00 · Beyond a bachelor’s47%Human 67%
• Architectural and Civil Drafters17-3011.00 · Certificate or two-year70%Human 47%
• Architectural and Engineering Managers11-9041.00 · Beyond a bachelor’s46%Human 67%
• Architecture Teachers, Postsecondary25-1031.00 · Beyond a bachelor’s38%Human 50%
• Archivists25-4011.00 · Beyond a bachelor’s75%Human 33%
• Area, Ethnic, and Cultural Studies Teachers, Postsecondary25-1062.00 · Beyond a bachelor’s37%Human 44%
• Armored Assault Vehicle Crew Members55-3013.0058%Human 33%
• Armored Assault Vehicle Officers55-1013.0058%Human 32%
• Art Directors27-1011.00 · Bachelor’s63%Human 57%
• Art Therapists29-1129.01 · Beyond a bachelor’s20%Human 72%
• Art, Drama, and Music Teachers, Postsecondary25-1121.00 · Beyond a bachelor’s29%Human 55%
• Artillery and Missile Crew Members55-3014.0058%Human 33%
• Artillery and Missile Officers55-1014.0058%Human 32%
• Artists and Related Workers, All Other27-1019.0055%Human 30%
• Assemblers and Fabricators, All Other51-2099.0057%Human 32%
• Astronomers19-2011.00 · Beyond a bachelor’s60%Human 36%
• Athletes and Sports Competitors27-2021.00 · High school35%Human 63%
• Athletic Trainers29-9091.00 · Beyond a bachelor’s18%Human 82%
• Atmospheric and Space Scientists19-2021.00 · Bachelor’s70%Human 40%
• Atmospheric, Earth, Marine, and Space Sciences Teachers, Postsecondary25-1051.00 · Beyond a bachelor’s41%Human 54%
• Audio and Video Technicians27-4011.00 · Certificate or two-year63%Human 59%
• Audiologists29-1181.00 · Beyond a bachelor’s27%Human 74%
• Audiovisual Equipment Installers and Repairers49-2097.00 · Certificate or two-year34%Human 53%
• Automotive and Watercraft Service Attendants53-6031.00 · High school31%Human 65%
• Automotive Body and Related Repairers49-3021.00 · High school47%Human 41%
• Automotive Engineering Technicians17-3027.01 · Certificate or two-year50%Human 46%
• Automotive Engineers17-2141.02 · Bachelor’s47%Human 55%
• Automotive Glass Installers and Repairers49-3022.00 · High school45%Human 39%
• Automotive Service Technicians and Mechanics49-3023.00 · Certificate or two-year34%Human 60%
• Aviation Inspectors53-6051.01 · Certificate or two-year39%Human 74%
• Avionics Technicians49-2091.00 · Certificate or two-year39%Human 53%
• Baggage Porters and Bellhops39-6011.00 · High school28%Human 56%
• Bailiffs33-3011.00 · Certificate or two-year49%Human 43%
• Bakers51-3011.00 · High school62%Human 39%
• Barbers39-5011.00 · Certificate or two-year36%Human 54%
• Baristas35-3023.01 · High school52%Human 46%
• Bartenders35-3011.00 · High school52%Human 41%
• Bicycle Repairers49-3091.00 · High school35%Human 53%
• Bill and Account Collectors43-3011.00 · High school81%Human 27%
• Billing and Posting Clerks43-3021.00 · Certificate or two-year85%Human 19%
• Biochemists and Biophysicists19-1021.00 · Beyond a bachelor’s61%Human 51%
• Bioengineers and Biomedical Engineers17-2031.00 · Bachelor’s48%Human 51%
• Biofuels Processing Technicians51-8099.01 · High school61%Human 52%
• Biofuels Production Managers11-3051.03 · Bachelor’s42%Human 69%
• Biofuels/Biodiesel Technology and Product Development Managers11-9041.01 · Bachelor’s43%Human 56%
• Bioinformatics Scientists19-1029.01 · Beyond a bachelor’s53%Human 56%
• Bioinformatics Technicians15-2099.01 · Bachelor’s80%Human 23%
• Biological Science Teachers, Postsecondary25-1042.00 · Beyond a bachelor’s27%Human 62%
• Biological Scientists, All Other19-1029.0054%Human 29%
• Biological Technicians19-4021.00 · Bachelor’s62%Human 38%
• Biologists19-1029.04 · Beyond a bachelor’s49%Human 52%
• Biomass Plant Technicians51-8013.03 · High school62%Human 55%
• Biomass Power Plant Managers11-3051.04 · Bachelor’s59%Human 62%
• Biostatisticians15-2041.01 · Beyond a bachelor’s71%Human 36%
• Blockchain Engineers15-1299.07 · Bachelor’s54%Human 29%
• Boilermakers47-2011.00 · High school40%Human 52%
• Bookkeeping, Accounting, and Auditing Clerks43-3031.00 · Certificate or two-year87%Human 24%
• Brickmasons and Blockmasons47-2021.00 · High school30%Human 56%
• Bridge and Lock Tenders53-6011.00 · High school69%Human 25%
• Broadcast Announcers and Radio Disc Jockeys27-3011.00 · Bachelor’s50%Human 58%
• Broadcast Technicians27-4012.00 · Certificate or two-year62%Human 39%
• Brokerage Clerks43-4011.00 · Certificate or two-year84%Human 38%
• Brownfield Redevelopment Specialists and Site Managers11-9199.11 · Bachelor’s46%Human 49%
• Budget Analysts13-2031.00 · Bachelor’s78%Human 55%
• Building Cleaning Workers, All Other37-2019.0056%Human 31%
• Bus and Truck Mechanics and Diesel Engine Specialists49-3031.00 · Certificate or two-year30%Human 62%
• Bus Drivers, School53-3051.00 · High school44%Human 55%
• Bus Drivers, Transit and Intercity53-3052.00 · High school59%Human 55%
• Business Continuity Planners13-1199.04 · Bachelor’s64%Human 41%
• Business Intelligence Analysts15-2051.01 · Bachelor’s78%Human 23%
• Business Operations Specialists, All Other13-1199.0054%Human 28%
• Business Teachers, Postsecondary25-1011.00 · Beyond a bachelor’s58%Human 34%
• Butchers and Meat Cutters51-3021.00 · High school66%Human 41%
• Buyers and Purchasing Agents, Farm Products13-1021.00 · Bachelor’s69%Human 51%
• Cabinetmakers and Bench Carpenters51-7011.00 · High school49%Human 39%
• Calibration Technologists and Technicians17-3028.00 · Certificate or two-year54%Human 29%
• Camera and Photographic Equipment Repairers49-9061.00 · Certificate or two-year68%Human 27%
• Camera Operators, Television, Video, and Film27-4031.00 · Certificate or two-year40%Human 61%
• Captains, Mates, and Pilots of Water Vessels53-5021.00 · Certificate or two-year29%Human 73%
• Cardiologists29-1212.00 · Beyond a bachelor’s55%Human 30%
• Cardiovascular Technologists and Technicians29-2031.00 · Certificate or two-year47%Human 73%
• Career/Technical Education Teachers, Middle School25-2023.00 · Bachelor’s23%Human 69%
• Career/Technical Education Teachers, Postsecondary25-1194.00 · Certificate or two-year39%Human 49%
• Career/Technical Education Teachers, Secondary School25-2032.00 · Bachelor’s25%Human 72%
• Cargo and Freight Agents43-5011.00 · High school66%Human 34%
• Carpenters47-2031.00 · High school29%Human 65%
• Carpet Installers47-2041.00 · High school34%Human 53%
• Cartographers and Photogrammetrists17-1021.00 · Bachelor’s71%Human 52%
• Cashiers41-2011.00 · High school64%Human 34%
• Cement Masons and Concrete Finishers47-2051.00 · High school38%Human 61%
• Chefs and Head Cooks35-1011.00 · Certificate or two-year33%Human 74%
• Chemical Engineers17-2041.00 · Bachelor’s53%Human 43%
• Chemical Equipment Operators and Tenders51-9011.00 · High school52%Human 51%
• Chemical Plant and System Operators51-8091.00 · High school66%Human 47%
• Chemical Technicians19-4031.00 · Certificate or two-year64%Human 47%
• Chemistry Teachers, Postsecondary25-1052.00 · Beyond a bachelor’s63%Human 38%
• Chemists19-2031.00 · Bachelor’s71%Human 37%
• Chief Executives11-1011.00 · Beyond a bachelor’s42%Human 75%
• Chief Sustainability Officers11-1011.03 · Beyond a bachelor’s31%Human 62%
• Child, Family, and School Social Workers21-1021.00 · Bachelor’s30%Human 78%
• Childcare Workers39-9011.00 · High school24%Human 63%
• Chiropractors29-1011.00 · Beyond a bachelor’s42%Human 69%
• Choreographers27-2032.00 · Certificate or two-year36%Human 57%
• Civil Engineering Technologists and Technicians17-3022.00 · Certificate or two-year51%Human 62%
• Civil Engineers17-2051.00 · Bachelor’s62%Human 54%
• Claims Adjusters, Examiners, and Investigators13-1031.00 · Bachelor’s78%Human 53%
• Cleaners of Vehicles and Equipment53-7061.00 · High school52%Human 34%
• Cleaning, Washing, and Metal Pickling Equipment Operators and Tenders51-9192.00 · High school65%Human 20%
• Clergy21-2011.00 · Beyond a bachelor’s35%Human 66%
• Climate Change Policy Analysts19-2041.01 · Beyond a bachelor’s65%Human 26%
• Clinical and Counseling Psychologists19-3033.00 · Beyond a bachelor’s33%Human 56%
• Clinical Data Managers15-2051.02 · Bachelor’s79%Human 38%
• Clinical Neuropsychologists19-3039.03 · Beyond a bachelor’s47%Human 63%
• Clinical Nurse Specialists29-1141.04 · Beyond a bachelor’s21%Human 79%
• Clinical Research Coordinators11-9121.01 · Bachelor’s64%Human 57%
• Coaches and Scouts27-2022.00 · Bachelor’s22%Human 68%
• Coating, Painting, and Spraying Machine Setters, Operators, and Tenders51-9124.00 · High school59%Human 33%
• Coil Winders, Tapers, and Finishers51-2021.00 · High school76%Human 20%
• Coin, Vending, and Amusement Machine Servicers and Repairers49-9091.00 · High school61%Human 40%
• Command and Control Center Officers55-1015.0058%Human 32%
• Command and Control Center Specialists55-3015.0058%Human 33%
• Commercial and Industrial Designers27-1021.00 · Bachelor’s64%Human 54%
• Commercial Divers49-9092.00 · Certificate or two-year25%Human 71%
• Commercial Pilots53-2012.00 · Certificate or two-year34%Human 72%
• Communications Equipment Operators, All Other43-2099.0056%Human 31%
• Communications Teachers, Postsecondary25-1122.00 · Beyond a bachelor’s47%Human 41%
• Community and Social Service Specialists, All Other21-1099.0055%Human 29%
• Community Health Workers21-1094.00 · Bachelor’s29%Human 66%
• Compensation and Benefits Managers11-3111.00 · Bachelor’s77%Human 42%
• Compensation, Benefits, and Job Analysis Specialists13-1141.00 · Bachelor’s79%Human 35%
• Compliance Managers11-9199.02 · Bachelor’s51%Human 60%
• Compliance Officers13-1041.00 · Bachelor’s43%Human 74%
• Computer and Information Research Scientists15-1221.00 · Beyond a bachelor’s60%Human 48%
• Computer and Information Systems Managers11-3021.00 · Bachelor’s70%Human 56%
• Computer Hardware Engineers17-2061.00 · Bachelor’s71%Human 40%
• Computer Network Architects15-1241.00 · Bachelor’s72%Human 38%
• Computer Network Support Specialists15-1231.00 · Bachelor’s71%Human 43%
• Computer Numerically Controlled Tool Operators51-9161.00 · High school74%Human 36%
• Computer Numerically Controlled Tool Programmers51-9162.00 · High school72%Human 40%
• Computer Occupations, All Other15-1299.0054%Human 28%
• Computer Programmers15-1251.00 · Bachelor’s79%Human 24%
• Computer Science Teachers, Postsecondary25-1021.00 · Beyond a bachelor’s60%Human 41%
• Computer Systems Analysts15-1211.00 · Bachelor’s78%Human 39%
• Computer Systems Engineers/Architects15-1299.08 · Certificate or two-year68%Human 51%
• Computer User Support Specialists15-1232.00 · Certificate or two-year63%Human 48%
• Computer, Automated Teller, and Office Machine Repairers49-2011.00 · Certificate or two-year41%Human 56%
• Concierges39-6012.00 · High school42%Human 47%
• Conservation Scientists19-1031.00 · Bachelor’s39%Human 53%
• Construction and Building Inspectors47-4011.00 · Certificate or two-year32%Human 67%
• Construction and Related Workers, All Other47-4099.0057%Human 31%
• Construction Laborers47-2061.00 · High school31%Human 42%
• Construction Managers11-9021.00 · Bachelor’s36%Human 71%
• Continuous Mining Machine Operators47-5041.00 · High school60%Human 40%
• Control and Valve Installers and Repairers, Except Mechanical Door49-9012.00 · Certificate or two-year30%Human 71%
• Conveyor Operators and Tenders53-7011.00 · High school51%Human 39%
• Cooks, All Other35-2019.0056%Human 31%
• Cooks, Fast Food35-2011.00 · High school64%Human 19%
• Cooks, Institution and Cafeteria35-2012.00 · High school38%Human 50%
• Cooks, Private Household35-2013.00 · Certificate or two-year43%Human 34%
• Cooks, Restaurant35-2014.00 · High school60%Human 34%
• Cooks, Short Order35-2015.00 · High school62%Human 19%
• Cooling and Freezing Equipment Operators and Tenders51-9193.00 · High school62%Human 40%
• Coroners13-1041.06 · Certificate or two-year14%Human 86%
• Correctional Officers and Jailers33-3012.00 · High school24%Human 82%
• Correspondence Clerks43-4021.00 · High school83%Human 41%
• Cost Estimators13-1051.00 · Bachelor’s78%Human 22%
• Costume Attendants39-3092.00 · High school44%Human 50%
• Counselors, All Other21-1019.0054%Human 29%
• Counter and Rental Clerks41-2021.00 · High school51%Human 56%
• Couriers and Messengers43-5021.00 · High school34%Human 69%
• Court Reporters and Simultaneous Captioners27-3092.00 · Certificate or two-year83%Human 25%
• Court, Municipal, and License Clerks43-4031.00 · High school80%Human 39%
• Craft Artists27-1012.00 · Certificate or two-year49%Human 37%
• Crane and Tower Operators53-7021.00 · Certificate or two-year59%Human 44%
• Credit Analysts13-2041.00 · Bachelor’s87%Human 18%
• Credit Authorizers, Checkers, and Clerks43-4041.00 · High school83%Human 44%
• Credit Counselors13-2071.00 · Bachelor’s79%Human 41%
• Crematory Operators39-4012.00 · High school56%Human 31%
• Criminal Justice and Law Enforcement Teachers, Postsecondary25-1111.00 · Beyond a bachelor’s45%Human 51%
• Critical Care Nurses29-1141.03 · Bachelor’s19%Human 85%
• Crossing Guards and Flaggers33-9091.00 · High school27%Human 46%
• Crushing, Grinding, and Polishing Machine Setters, Operators, and Tenders51-9021.00 · High school64%Human 27%
• Curators25-4012.00 · Beyond a bachelor’s40%Human 53%
• Customer Service Representatives43-4051.00 · High school75%Human 51%
• Customs and Border Protection Officers33-3051.04 · Certificate or two-year30%Human 81%
• Customs Brokers13-1041.08 · Certificate or two-year84%Human 38%
• Cutters and Trimmers, Hand51-9031.00 · High school77%Human 12%
• Cutting and Slicing Machine Setters, Operators, and Tenders51-9032.00 · High school74%Human 27%
• Cutting, Punching, and Press Machine Setters, Operators, and Tenders, Metal and Plastic51-4031.00 · High school84%Human 17%
• Cytogenetic Technologists29-2011.01 · Bachelor’s74%Human 52%
• Cytotechnologists29-2011.02 · Beyond a bachelor’s74%Human 46%
• Dancers27-2031.00 · Certificate or two-year65%Human 40%
• Data Entry Keyers43-9021.00 · High school89%Human 20%
• Data Scientists15-2051.00 · Bachelor’s54%Human 29%
• Data Warehousing Specialists15-1243.01 · Bachelor’s82%Human 22%
• Database Administrators15-1242.00 · Bachelor’s79%Human 27%
• Database Architects15-1243.00 · Bachelor’s73%Human 38%
• Demonstrators and Product Promoters41-9011.00 · High school46%Human 43%
• Dental Assistants31-9091.00 · Certificate or two-year38%Human 71%
• Dental Hygienists29-1292.00 · Certificate or two-year49%Human 70%
• Dental Laboratory Technicians51-9081.00 · High school62%Human 55%
• Dentists, All Other Specialists29-1029.0055%Human 30%
• Dentists, General29-1021.00 · Beyond a bachelor’s32%Human 85%
• Dermatologists29-1213.00 · Beyond a bachelor’s18%Human 80%
• Derrick Operators, Oil and Gas47-5011.00 · High school41%Human 61%
• Designers, All Other27-1029.0055%Human 30%
• Desktop Publishers43-9031.00 · Certificate or two-year67%Human 48%
• Detectives and Criminal Investigators33-3021.00 · Certificate or two-year21%Human 85%
• Diagnostic Medical Sonographers29-2032.00 · Certificate or two-year44%Human 76%
• Dietetic Technicians29-2051.00 · Certificate or two-year26%Human 78%
• Dietitians and Nutritionists29-1031.00 · Beyond a bachelor’s34%Human 59%
• Digital Forensics Analysts15-1299.06 · Bachelor’s54%Human 28%
• Dining Room and Cafeteria Attendants and Bartender Helpers35-9011.00 · High school50%Human 27%
• Directors, Religious Activities and Education21-2021.00 · Bachelor’s31%Human 43%
• Disc Jockeys, Except Radio27-2091.00 · High school55%Human 30%
• Dishwashers35-9021.00 · High school52%Human 17%
• Dispatchers, Except Police, Fire, and Ambulance43-5032.00 · High school67%Human 67%
• Document Management Specialists15-1299.03 · Bachelor’s73%Human 34%
• Door-to-Door Sales Workers, News and Street Vendors, and Related Workers41-9091.00 · High school38%Human 39%
• Drafters, All Other17-3019.0054%Human 29%
• Dredge Operators53-7031.00 · High school47%Human 39%
• Drilling and Boring Machine Tool Setters, Operators, and Tenders, Metal and Plastic51-4032.00 · High school74%Human 26%
• Driver/Sales Workers53-3031.00 · High school60%Human 54%
• Drywall and Ceiling Tile Installers47-2081.00 · High school48%Human 42%
• Earth Drillers, Except Oil and Gas47-5023.00 · High school35%Human 49%
• Economics Teachers, Postsecondary25-1063.00 · Beyond a bachelor’s63%Human 28%
• Economists19-3011.00 · Beyond a bachelor’s66%Human 28%
• Editors27-3041.00 · Bachelor’s64%Human 57%
• Education Administrators, All Other11-9039.0053%Human 28%
• Education Administrators, Kindergarten through Secondary11-9032.00 · Beyond a bachelor’s17%Human 77%
• Education Administrators, Postsecondary11-9033.00 · Beyond a bachelor’s36%Human 67%
• Education and Childcare Administrators, Preschool and Daycare11-9031.00 · Bachelor’s33%Human 75%
• Education Teachers, Postsecondary25-1081.00 · Beyond a bachelor’s61%Human 53%
• Educational Instruction and Library Workers, All Other25-9099.0055%Human 30%
• Educational, Guidance, and Career Counselors and Advisors21-1012.00 · Beyond a bachelor’s37%Human 72%
• Electric Motor, Power Tool, and Related Repairers49-2092.00 · Certificate or two-year34%Human 65%
• Electrical and Electronic Engineering Technologists and Technicians17-3023.00 · Certificate or two-year50%Human 48%
• Electrical and Electronic Equipment Assemblers51-2022.00 · High school63%Human 37%
• Electrical and Electronics Drafters17-3012.00 · Certificate or two-year74%Human 36%
• Electrical and Electronics Installers and Repairers, Transportation Equipment49-2093.00 · Certificate or two-year42%Human 48%
• Electrical and Electronics Repairers, Commercial and Industrial Equipment49-2094.00 · Certificate or two-year50%Human 50%
• Electrical and Electronics Repairers, Powerhouse, Substation, and Relay49-2095.00 · Certificate or two-year39%Human 64%
• Electrical Engineers17-2071.00 · Bachelor’s65%Human 55%
• Electrical Power-Line Installers and Repairers49-9051.00 · High school25%Human 72%
• Electricians47-2111.00 · Certificate or two-year30%Human 75%
• Electro-Mechanical and Mechatronics Technologists and Technicians17-3024.00 · Certificate or two-year50%Human 58%
• Electromechanical Equipment Assemblers51-2023.00 · High school75%Human 21%
• Electronic Equipment Installers and Repairers, Motor Vehicles49-2096.00 · Certificate or two-year46%Human 55%
• Electronics Engineers, Except Computer17-2072.00 · Bachelor’s63%Human 26%
• Elementary School Teachers, Except Special Education25-2021.00 · Bachelor’s15%Human 84%
• Elevator and Escalator Installers and Repairers47-4021.00 · Certificate or two-year29%Human 74%
• Eligibility Interviewers, Government Programs43-4061.00 · Certificate or two-year83%Human 25%
• Embalmers39-4011.00 · Certificate or two-year15%Human 85%
• Emergency Management Directors11-9161.00 · Bachelor’s27%Human 72%
• Emergency Medical Technicians29-2042.00 · Certificate or two-year56%Human 30%
• Emergency Medicine Physicians29-1214.00 · Beyond a bachelor’s15%Human 90%
• Endoscopy Technicians31-9099.02 · High school43%Human 64%
• Energy Auditors47-4011.01 · Certificate or two-year32%Human 55%
• Energy Engineers, Except Wind and Solar17-2199.03 · Bachelor’s49%Human 49%
• Engine and Other Machine Assemblers51-2031.00 · High school63%Human 26%
• Engineering Teachers, Postsecondary25-1032.00 · Beyond a bachelor’s47%Human 43%
• Engineering Technologists and Technicians, Except Drafters, All Other17-3029.0054%Human 29%
• Engineers, All Other17-2199.0054%Human 29%
• English Language and Literature Teachers, Postsecondary25-1123.00 · Beyond a bachelor’s45%Human 39%
• Entertainers and Performers, Sports and Related Workers, All Other27-2099.0055%Human 30%
• Entertainment and Recreation Managers, Except Gambling11-9072.00 · Bachelor’s25%Human 71%
• Entertainment Attendants and Related Workers, All Other39-3099.0056%Human 31%
• Environmental Compliance Inspectors13-1041.01 · Bachelor’s40%Human 59%
• Environmental Economists19-3011.01 · Beyond a bachelor’s69%Human 23%
• Environmental Engineering Technologists and Technicians17-3025.00 · Bachelor’s45%Human 57%
• Environmental Engineers17-2081.00 · Bachelor’s39%Human 62%
• Environmental Restoration Planners19-2041.02 · Beyond a bachelor’s29%Human 55%
• Environmental Science and Protection Technicians, Including Health19-4042.00 · Bachelor’s35%Human 59%
• Environmental Science Teachers, Postsecondary25-1053.00 · Beyond a bachelor’s40%Human 50%
• Environmental Scientists and Specialists, Including Health19-2041.00 · Bachelor’s62%Human 47%
• Epidemiologists19-1041.00 · Beyond a bachelor’s41%Human 67%
• Equal Opportunity Representatives and Officers13-1041.03 · Bachelor’s69%Human 49%
• Etchers and Engravers51-9194.00 · High school68%Human 27%
• Excavating and Loading Machine and Dragline Operators, Surface Mining47-5022.00 · High school62%Human 42%
• Executive Secretaries and Executive Administrative Assistants43-6011.00 · Certificate or two-year68%Human 50%
• Exercise Physiologists29-1128.00 · Bachelor’s30%Human 65%
• Exercise Trainers and Group Fitness Instructors39-9031.00 · Certificate or two-year28%Human 61%
• Explosives Workers, Ordnance Handling Experts, and Blasters47-5032.00 · High school34%Human 66%
• Extraction Workers, All Other47-5099.0057%Human 32%
• Extruding and Drawing Machine Setters, Operators, and Tenders, Metal and Plastic51-4021.00 · High school76%Human 18%
• Extruding and Forming Machine Setters, Operators, and Tenders, Synthetic and Glass Fibers51-6091.00 · High school66%Human 37%
• Extruding, Forming, Pressing, and Compacting Machine Setters, Operators, and Tenders51-9041.00 · High school75%Human 23%
• Fabric and Apparel Patternmakers51-6092.00 · Certificate or two-year60%Human 52%
• Facilities Managers11-3013.00 · Certificate or two-year44%Human 63%
• Fallers45-4021.00 · High school35%Human 39%
• Family and Consumer Sciences Teachers, Postsecondary25-1192.00 · Beyond a bachelor’s61%Human 43%
• Family Medicine Physicians29-1215.00 · Beyond a bachelor’s17%Human 85%
• Farm and Home Management Educators25-9021.00 · Beyond a bachelor’s26%Human 69%
• Farm Equipment Mechanics and Service Technicians49-3041.00 · Certificate or two-year46%Human 48%
• Farm Labor Contractors13-1074.00 · High school61%Human 45%
• Farmers, Ranchers, and Other Agricultural Managers11-9013.00 · Bachelor’s26%Human 69%
• Farmworkers and Laborers, Crop, Nursery, and Greenhouse45-2092.00 · High school37%Human 35%
• Farmworkers, Farm, Ranch, and Aquacultural Animals45-2093.00 · High school25%Human 54%
• Fashion Designers27-1022.00 · Certificate or two-year48%Human 50%
• Fast Food and Counter Workers35-3023.00 · High school65%Human 42%
• Fence Erectors47-4031.00 · High school37%Human 59%
• Fiberglass Laminators and Fabricators51-2051.00 · High school70%Human 26%
• File Clerks43-4071.00 · High school76%Human 37%
• Film and Video Editors27-4032.00 · Bachelor’s50%Human 47%
• Financial and Investment Analysts13-2051.00 · Bachelor’s54%Human 28%
• Financial Clerks, All Other43-3099.0057%Human 31%
• Financial Examiners13-2061.00 · Bachelor’s76%Human 27%
• Financial Managers11-3031.00 · Bachelor’s77%Human 46%
• Financial Quantitative Analysts13-2099.01 · Beyond a bachelor’s80%Human 22%
• Financial Risk Specialists13-2054.00 · Bachelor’s54%Human 28%
• Financial Specialists, All Other13-2099.0054%Human 28%
• Fine Artists, Including Painters, Sculptors, and Illustrators27-1013.00 · Certificate or two-year36%Human 47%
• Fire Inspectors and Investigators33-2021.00 · Certificate or two-year21%Human 79%
• Fire-Prevention and Protection Engineers17-2111.02 · Bachelor’s44%Human 49%
• Firefighters33-2011.00 · Certificate or two-year17%Human 83%
• First-Line Supervisors of Air Crew Members55-2011.0058%Human 33%
• First-Line Supervisors of All Other Tactical Operations Specialists55-2013.0058%Human 33%
• First-Line Supervisors of Construction Trades and Extraction Workers47-1011.00 · Certificate or two-year28%Human 72%
• First-Line Supervisors of Correctional Officers33-1011.00 · Certificate or two-year18%Human 81%
• First-Line Supervisors of Entertainment and Recreation Workers, Except Gambling Services39-1014.00 · High school56%Human 31%
• First-Line Supervisors of Farming, Fishing, and Forestry Workers45-1011.00 · Certificate or two-year33%Human 63%
• First-Line Supervisors of Firefighting and Prevention Workers33-1021.00 · Certificate or two-year13%Human 86%
• First-Line Supervisors of Food Preparation and Serving Workers35-1012.00 · High school66%Human 45%
• First-Line Supervisors of Gambling Services Workers39-1013.00 · High school62%Human 62%
• First-Line Supervisors of Helpers, Laborers, and Material Movers, Hand53-1042.00 · High school51%Human 61%
• First-Line Supervisors of Housekeeping and Janitorial Workers37-1011.00 · High school38%Human 61%
• First-Line Supervisors of Landscaping, Lawn Service, and Groundskeeping Workers37-1012.00 · Certificate or two-year21%Human 78%
• First-Line Supervisors of Material-Moving Machine and Vehicle Operators53-1043.00 · Certificate or two-year33%Human 76%
• First-Line Supervisors of Mechanics, Installers, and Repairers49-1011.00 · Certificate or two-year42%Human 63%
• First-Line Supervisors of Non-Retail Sales Workers41-1012.00 · Bachelor’s51%Human 68%
• First-Line Supervisors of Office and Administrative Support Workers43-1011.00 · Certificate or two-year62%Human 57%
• First-Line Supervisors of Passenger Attendants53-1044.00 · Certificate or two-year57%Human 32%
• First-Line Supervisors of Personal Service Workers39-1022.00 · Certificate or two-year26%Human 78%
• First-Line Supervisors of Police and Detectives33-1012.00 · High school17%Human 86%
• First-Line Supervisors of Production and Operating Workers51-1011.00 · Certificate or two-year40%Human 65%
• First-Line Supervisors of Protective Service Workers, All Other33-1099.0056%Human 31%
• First-Line Supervisors of Retail Sales Workers41-1011.00 · High school36%Human 67%
• First-Line Supervisors of Security Workers33-1091.00 · High school36%Human 75%
• First-Line Supervisors of Transportation Workers, All Other53-1049.0057%Human 32%
• First-Line Supervisors of Weapons Specialists/Crew Members55-2012.0058%Human 33%
• Fish and Game Wardens33-3031.00 · Bachelor’s18%Human 82%
• Fishing and Hunting Workers45-3031.00 · High school21%Human 67%
• Fitness and Wellness Coordinators11-9179.01 · Bachelor’s31%Human 62%
• Flight Attendants53-2031.00 · High school22%Human 83%
• Floor Layers, Except Carpet, Wood, and Hard Tiles47-2042.00 · High school38%Human 41%
• Floor Sanders and Finishers47-2043.00 · High school68%Human 27%
• Floral Designers27-1023.00 · High school16%Human 77%
• Food and Tobacco Roasting, Baking, and Drying Machine Operators and Tenders51-3091.00 · High school74%Human 23%
• Food Batchmakers51-3092.00 · High school84%Human 18%
• Food Cooking Machine Operators and Tenders51-3093.00 · High school53%Human 39%
• Food Preparation and Serving Related Workers, All Other35-9099.0056%Human 31%
• Food Preparation Workers35-2021.00 · High school72%Human 17%
• Food Processing Workers, All Other51-3099.0057%Human 32%
• Food Science Technicians19-4013.00 · Certificate or two-year77%Human 26%
• Food Scientists and Technologists19-1012.00 · Bachelor’s50%Human 54%
• Food Servers, Nonrestaurant35-3041.00 · High school49%Human 45%
• Food Service Managers11-9051.00 · High school42%Human 62%
• Foreign Language and Literature Teachers, Postsecondary25-1124.00 · Beyond a bachelor’s38%Human 26%
• Forensic Science Technicians19-4092.00 · Certificate or two-year24%Human 77%
• Forest and Conservation Technicians19-4071.00 · Certificate or two-year33%Human 71%
• Forest and Conservation Workers45-4011.00 · High school26%Human 59%
• Forest Fire Inspectors and Prevention Specialists33-2022.00 · Certificate or two-year24%Human 80%
• Foresters19-1032.00 · Bachelor’s35%Human 57%
• Forestry and Conservation Science Teachers, Postsecondary25-1043.00 · Beyond a bachelor’s29%Human 63%
• Forging Machine Setters, Operators, and Tenders, Metal and Plastic51-4022.00 · High school70%Human 35%
• Foundry Mold and Coremakers51-4071.00 · High school65%Human 22%
• Fraud Examiners, Investigators and Analysts13-2099.04 · Bachelor’s70%Human 53%
• Freight Forwarders43-5011.01 · High school77%Human 47%
• Fuel Cell Engineers17-2141.01 · Bachelor’s51%Human 36%
• Fundraisers13-1131.00 · Bachelor’s52%Human 50%
• Fundraising Managers11-2033.00 · Bachelor’s64%Human 53%
• Funeral Attendants39-4021.00 · High school49%Human 26%
• Funeral Home Managers11-9171.00 · Certificate or two-year23%Human 82%
• Furnace, Kiln, Oven, Drier, and Kettle Operators and Tenders51-9051.00 · High school74%Human 19%
• Furniture Finishers51-7021.00 · High school40%Human 33%
• Gambling and Sports Book Writers and Runners39-3012.00 · High school82%Human 23%
• Gambling Cage Workers43-3041.00 · High school81%Human 43%
• Gambling Change Persons and Booth Cashiers41-2012.00 · High school79%Human 37%
• Gambling Dealers39-3011.00 · High school69%Human 38%
• Gambling Managers11-9071.00 · High school53%Human 66%
• Gambling Service Workers, All Other39-3019.0056%Human 31%
• Gambling Surveillance Officers and Gambling Investigators33-9031.00 · High school69%Human 63%
• Gas Compressor and Gas Pumping Station Operators53-7071.00 · High school43%Human 52%
• Gas Plant Operators51-8092.00 · High school59%Human 52%
• Gem and Diamond Workers51-9071.06 · Certificate or two-year82%Human 43%
• General and Operations Managers11-1021.00 · Bachelor’s37%Human 69%
• General Internal Medicine Physicians29-1216.00 · Beyond a bachelor’s25%Human 79%
• Genetic Counselors29-9092.00 · Beyond a bachelor’s60%Human 44%
• Geneticists19-1029.03 · Beyond a bachelor’s52%Human 49%
• Geodetic Surveyors17-1022.01 · Bachelor’s59%Human 47%
• Geographers19-3092.00 · Bachelor’s63%Human 37%
• Geographic Information Systems Technologists and Technicians15-1299.02 · Certificate or two-year81%Human 37%
• Geography Teachers, Postsecondary25-1064.00 · Beyond a bachelor’s45%Human 45%
• Geological Technicians, Except Hydrologic Technicians19-4043.00 · Bachelor’s71%Human 35%
• Geoscientists, Except Hydrologists and Geographers19-2042.00 · Beyond a bachelor’s48%Human 45%
• Geothermal Production Managers11-3051.02 · Certificate or two-year48%Human 63%
• Geothermal Technicians49-9099.01 · High school42%Human 60%
• Glass Blowers, Molders, Benders, and Finishers51-9195.04 · High school73%Human 21%
• Glaziers47-2121.00 · High school29%Human 63%
• Government Property Inspectors and Investigators13-1041.04 · Certificate or two-year31%Human 74%
• Graders and Sorters, Agricultural Products45-2041.00 · High school74%Human 13%
• Graphic Designers27-1024.00 · Bachelor’s65%Human 49%
• Grinding and Polishing Workers, Hand51-9022.00 · High school64%Human 35%
• Grinding, Lapping, Polishing, and Buffing Machine Tool Setters, Operators, and Tenders, Metal and Plastic51-4033.00 · High school73%Human 27%
• Grounds Maintenance Workers, All Other37-3019.0056%Human 31%
• Hairdressers, Hairstylists, and Cosmetologists39-5012.00 · Certificate or two-year32%Human 70%
• Hazardous Materials Removal Workers47-4041.00 · Certificate or two-year37%Human 62%
• Health and Safety Engineers, Except Mining Safety Engineers and Inspectors17-2111.00 · Bachelor’s36%Human 62%
• Health Education Specialists21-1091.00 · Bachelor’s36%Human 69%
• Health Informatics Specialists15-1211.01 · Beyond a bachelor’s47%Human 66%
• Health Information Technologists and Medical Registrars29-9021.00 · Certificate or two-year56%Human 30%
• Health Specialties Teachers, Postsecondary25-1071.00 · Beyond a bachelor’s38%Human 55%
• Health Technologists and Technicians, All Other29-2099.0056%Human 30%
• Healthcare Diagnosing or Treating Practitioners, All Other29-1299.0056%Human 30%
• Healthcare Practitioners and Technical Workers, All Other29-9099.0056%Human 30%
• Healthcare Social Workers21-1022.00 · Beyond a bachelor’s19%Human 77%
• Healthcare Support Workers, All Other31-9099.0056%Human 31%
• Hearing Aid Specialists29-2092.00 · Certificate or two-year41%Human 60%
• Heat Treating Equipment Setters, Operators, and Tenders, Metal and Plastic51-4191.00 · High school77%Human 21%
• Heating, Air Conditioning, and Refrigeration Mechanics and Installers49-9021.00 · Certificate or two-year30%Human 65%
• Heavy and Tractor-Trailer Truck Drivers53-3032.00 · High school61%Human 47%
• Helpers--Brickmasons, Blockmasons, Stonemasons, and Tile and Marble Setters47-3011.00 · High school44%Human 45%
• Helpers--Carpenters47-3012.00 · High school28%Human 59%
• Helpers--Electricians47-3013.00 · High school43%Human 42%
• Helpers--Extraction Workers47-5081.00 · High school33%Human 64%
• Helpers--Installation, Maintenance, and Repair Workers49-9098.00 · High school39%Human 44%
• Helpers--Painters, Paperhangers, Plasterers, and Stucco Masons47-3014.00 · High school39%Human 36%
• Helpers--Pipelayers, Plumbers, Pipefitters, and Steamfitters47-3015.00 · High school27%Human 56%
• Helpers--Production Workers51-9198.00 · High school75%Human 19%
• Helpers--Roofers47-3016.00 · High school39%Human 47%
• Helpers, Construction Trades, All Other47-3019.0057%Human 31%
• Highway Maintenance Workers47-4051.00 · High school37%Human 70%
• Histology Technicians29-2012.01 · Certificate or two-year77%Human 44%
• Historians19-3093.00 · Beyond a bachelor’s43%Human 46%
• History Teachers, Postsecondary25-1125.00 · Beyond a bachelor’s66%Human 33%
• Histotechnologists29-2011.04 · Bachelor’s68%Human 57%
• Hoist and Winch Operators53-7041.00 · High school65%Human 57%
• Home Appliance Repairers49-9031.00 · High school28%Human 70%
• Home Health Aides31-1121.00 · High school34%Human 58%
• Hospitalists29-1229.02 · Beyond a bachelor’s20%Human 82%
• Hosts and Hostesses, Restaurant, Lounge, and Coffee Shop35-9031.00 · High school65%Human 27%
• Hotel, Motel, and Resort Desk Clerks43-4081.00 · High school62%Human 58%
• Human Factors Engineers and Ergonomists17-2112.01 · Beyond a bachelor’s41%Human 55%
• Human Resources Assistants, Except Payroll and Timekeeping43-4161.00 · Certificate or two-year77%Human 47%
• Human Resources Managers11-3121.00 · Bachelor’s47%Human 68%
• Human Resources Specialists13-1071.00 · Bachelor’s67%Human 59%
• Hydroelectric Plant Technicians51-8013.04 · Certificate or two-year35%Human 55%
• Hydroelectric Production Managers11-3051.06 · Certificate or two-year46%Human 66%
• Hydrologic Technicians19-4044.00 · Certificate or two-year54%Human 29%
• Hydrologists19-2043.00 · Beyond a bachelor’s49%Human 45%
• Industrial Ecologists19-2041.03 · Beyond a bachelor’s63%Human 36%
• Industrial Engineering Technologists and Technicians17-3026.00 · Certificate or two-year61%Human 51%
• Industrial Engineers17-2112.00 · Bachelor’s49%Human 57%
• Industrial Machinery Mechanics49-9041.00 · Certificate or two-year41%Human 43%
• Industrial Production Managers11-3051.00 · Bachelor’s43%Human 58%
• Industrial Truck and Tractor Operators53-7051.00 · High school63%Human 38%
• Industrial-Organizational Psychologists19-3032.00 · Beyond a bachelor’s59%Human 50%
• Infantry55-3016.0058%Human 33%
• Infantry Officers55-1016.0058%Human 32%
• Information and Record Clerks, All Other43-4199.0057%Human 31%
• Information Security Analysts15-1212.00 · Bachelor’s67%Human 41%
• Information Security Engineers15-1299.05 · Bachelor’s79%Human 25%
• Information Technology Project Managers15-1299.09 · Bachelor’s62%Human 58%
• Inspectors, Testers, Sorters, Samplers, and Weighers51-9061.00 · High school67%Human 40%
• Installation, Maintenance, and Repair Workers, All Other49-9099.0057%Human 32%
• Instructional Coordinators25-9031.00 · Beyond a bachelor’s36%Human 59%
• Insulation Workers, Floor, Ceiling, and Wall47-2131.00 · High school32%Human 48%
• Insulation Workers, Mechanical47-2132.00 · High school31%Human 52%
• Insurance Appraisers, Auto Damage13-1032.00 · Certificate or two-year52%Human 67%
• Insurance Claims and Policy Processing Clerks43-9041.00 · High school88%Human 21%
• Insurance Sales Agents41-3021.00 · Bachelor’s71%Human 49%
• Insurance Underwriters13-2053.00 · Bachelor’s77%Human 40%
• Intelligence Analysts33-3021.06 · Bachelor’s76%Human 40%
• Interior Designers27-1025.00 · Bachelor’s45%Human 61%
• Interpreters and Translators27-3091.00 · Bachelor’s66%Human 48%
• Interviewers, Except Eligibility and Loan43-4111.00 · Certificate or two-year70%Human 66%
• Investment Fund Managers11-3031.03 · Beyond a bachelor’s70%Human 42%
• Janitors and Cleaners, Except Maids and Housekeeping Cleaners37-2011.00 · Certificate or two-year28%Human 44%
• Jewelers and Precious Stone and Metal Workers51-9071.00 · Certificate or two-year47%Human 58%
• Judges, Magistrate Judges, and Magistrates23-1023.00 · Beyond a bachelor’s49%Human 72%
• Judicial Law Clerks23-1012.00 · Beyond a bachelor’s80%Human 24%
• Kindergarten Teachers, Except Special Education25-2012.00 · Bachelor’s17%Human 80%
• Labor Relations Specialists13-1075.00 · Bachelor’s42%Human 50%
• Laborers and Freight, Stock, and Material Movers, Hand53-7062.00 · High school64%Human 40%
• Landscape Architects17-1012.00 · Bachelor’s34%Human 62%
• Landscaping and Groundskeeping Workers37-3011.00 · High school33%Human 41%
• Lathe and Turning Machine Tool Setters, Operators, and Tenders, Metal and Plastic51-4034.00 · High school73%Human 17%
• Laundry and Dry-Cleaning Workers51-6011.00 · High school65%Human 25%
• Law Teachers, Postsecondary25-1112.00 · Beyond a bachelor’s47%Human 35%
• Lawyers23-1011.00 · Beyond a bachelor’s51%Human 53%
• Layout Workers, Metal and Plastic51-4192.00 · High school52%Human 43%
• Legal Secretaries and Administrative Assistants43-6012.00 · Certificate or two-year81%Human 21%
• Legal Support Workers, All Other23-2099.0055%Human 29%
• Legislators11-1031.00 · Bachelor’s53%Human 28%
• Librarians and Media Collections Specialists25-4022.00 · Beyond a bachelor’s44%Human 51%
• Library Assistants, Clerical43-4121.00 · High school66%Human 44%
• Library Science Teachers, Postsecondary25-1082.00 · Beyond a bachelor’s60%Human 39%
• Library Technicians25-4031.00 · Certificate or two-year74%Human 36%
• Licensed Practical and Licensed Vocational Nurses29-2061.00 · Certificate or two-year32%Human 75%
• Life Scientists, All Other19-1099.0054%Human 29%
• Life, Physical, and Social Science Technicians, All Other19-4099.0054%Human 29%
• Lifeguards, Ski Patrol, and Other Recreational Protective Service Workers33-9092.00 · High school29%Human 61%
• Light Truck Drivers53-3033.00 · High school60%Human 43%
• Lighting Technicians27-4015.00 · Certificate or two-year55%Human 30%
• Loading and Moving Machine Operators, Underground Mining47-5044.00 · High school68%Human 23%
• Loan Interviewers and Clerks43-4131.00 · Certificate or two-year77%Human 57%
• Loan Officers13-2072.00 · Bachelor’s69%Human 54%
• Locker Room, Coatroom, and Dressing Room Attendants39-3093.00 · High school50%Human 33%
• Locksmiths and Safe Repairers49-9094.00 · High school33%Human 56%
• Locomotive Engineers53-4011.00 · High school50%Human 67%
• Lodging Managers11-9081.00 · Bachelor’s61%Human 65%
• Log Graders and Scalers45-4023.00 · High school50%Human 56%
• Logging Equipment Operators45-4022.00 · High school71%Human 42%
• Logging Workers, All Other45-4029.0057%Human 31%
• Logisticians13-1081.00 · Bachelor’s64%Human 54%
• Logistics Analysts13-1081.02 · Bachelor’s75%Human 48%
• Logistics Engineers13-1081.01 · Bachelor’s43%Human 64%
• Loss Prevention Managers11-9199.08 · Bachelor’s37%Human 66%
• Low Vision Therapists, Orientation and Mobility Specialists, and Vision Rehabilitation Therapists29-1122.01 · Beyond a bachelor’s20%Human 59%
• Machine Feeders and Offbearers53-7063.00 · High school75%Human 19%
• Machinists51-4041.00 · Certificate or two-year76%Human 35%
• Magnetic Resonance Imaging Technologists29-2035.00 · Certificate or two-year52%Human 68%
• Maids and Housekeeping Cleaners37-2012.00 · High school61%Human 25%
• Mail Clerks and Mail Machine Operators, Except Postal Service43-9051.00 · High school82%Human 26%
• Maintenance and Repair Workers, General49-9071.00 · Certificate or two-year29%Human 68%
• Maintenance Workers, Machinery49-9043.00 · Certificate or two-year48%Human 46%
• Makeup Artists, Theatrical and Performance39-5091.00 · Certificate or two-year21%Human 68%
• Management Analysts13-1111.00 · Bachelor’s53%Human 52%
• Managers, All Other11-9199.0053%Human 28%
• Manicurists and Pedicurists39-5092.00 · High school66%Human 20%
• Manufactured Building and Mobile Home Installers49-9095.00 · High school23%Human 67%
• Manufacturing Engineers17-2112.03 · Bachelor’s48%Human 52%
• Marine Engineers and Naval Architects17-2121.00 · Bachelor’s45%Human 58%
• Market Research Analysts and Marketing Specialists13-1161.00 · Bachelor’s68%Human 44%
• Marketing Managers11-2021.00 · Bachelor’s49%Human 61%
• Marriage and Family Therapists21-1013.00 · Beyond a bachelor’s26%Human 63%
• Massage Therapists31-9011.00 · Certificate or two-year48%Human 38%
• Material Moving Workers, All Other53-7199.0058%Human 32%
• Materials Engineers17-2131.00 · Bachelor’s47%Human 45%
• Materials Scientists19-2032.00 · Bachelor’s59%Human 37%
• Mathematical Science Occupations, All Other15-2099.0054%Human 29%
• Mathematical Science Teachers, Postsecondary25-1022.00 · Beyond a bachelor’s63%Human 35%
• Mathematicians15-2021.00 · Beyond a bachelor’s68%Human 23%
• Meat, Poultry, and Fish Cutters and Trimmers51-3022.00 · High school68%Human 42%
• Mechanical Door Repairers49-9011.00 · High school33%Human 52%
• Mechanical Drafters17-3013.00 · Certificate or two-year75%Human 36%
• Mechanical Engineering Technologists and Technicians17-3027.00 · Certificate or two-year59%Human 49%
• Mechanical Engineers17-2141.00 · Bachelor’s61%Human 48%
• Mechatronics Engineers17-2199.05 · Bachelor’s63%Human 44%
• Media and Communication Equipment Workers, All Other27-4099.0055%Human 30%
• Media and Communication Workers, All Other27-3099.0055%Human 30%
• Media Programming Directors27-2012.03 · Bachelor’s67%Human 53%
• Media Technical Directors/Managers27-2012.05 · Bachelor’s42%Human 71%
• Medical and Clinical Laboratory Technicians29-2012.00 · Certificate or two-year63%Human 65%
• Medical and Clinical Laboratory Technologists29-2011.00 · Bachelor’s49%Human 73%
• Medical and Health Services Managers11-9111.00 · Bachelor’s65%Human 64%
• Medical Appliance Technicians51-9082.00 · Certificate or two-year34%Human 64%
• Medical Assistants31-9092.00 · Certificate or two-year44%Human 66%
• Medical Dosimetrists29-2036.00 · Bachelor’s76%Human 51%
• Medical Equipment Preparers31-9093.00 · High school49%Human 67%
• Medical Equipment Repairers49-9062.00 · Certificate or two-year39%Human 55%
• Medical Records Specialists29-2072.00 · Certificate or two-year56%Human 30%
• Medical Scientists, Except Epidemiologists19-1042.00 · Beyond a bachelor’s50%Human 64%
• Medical Secretaries and Administrative Assistants43-6013.00 · High school68%Human 54%
• Medical Transcriptionists31-9094.00 · Certificate or two-year69%Human 46%
• Meeting, Convention, and Event Planners13-1121.00 · Bachelor’s40%Human 73%
• Mental Health and Substance Abuse Social Workers21-1023.00 · Beyond a bachelor’s37%Human 69%
• Mental Health Counselors21-1014.00 · Beyond a bachelor’s33%Human 61%
• Merchandise Displayers and Window Trimmers27-1026.00 · Certificate or two-year30%Human 54%
• Metal Workers and Plastic Workers, All Other51-4199.0057%Human 32%
• Metal-Refining Furnace Operators and Tenders51-4051.00 · High school80%Human 20%
• Meter Readers, Utilities43-5041.00 · High school41%Human 67%
• Microbiologists19-1022.00 · Bachelor’s39%Human 72%
• Microsystems Engineers17-2199.06 · Beyond a bachelor’s46%Human 53%
• Middle School Teachers, Except Special and Career/Technical Education25-2022.00 · Bachelor’s27%Human 66%
• Midwives29-9099.01 · Beyond a bachelor’s25%Human 70%
• Military Enlisted Tactical Operations and Air/Weapons Specialists and Crew Members, All Other55-3019.0058%Human 33%
• Military Officer Special and Tactical Operations Leaders, All Other55-1019.0058%Human 33%
• Milling and Planing Machine Setters, Operators, and Tenders, Metal and Plastic51-4035.00 · High school72%Human 22%
• Millwrights49-9044.00 · High school37%Human 66%
• Mining and Geological Engineers, Including Mining Safety Engineers17-2151.00 · Bachelor’s51%Human 54%
• Mixing and Blending Machine Setters, Operators, and Tenders51-9023.00 · High school70%Human 37%
• Mobile Heavy Equipment Mechanics, Except Engines49-3042.00 · Certificate or two-year32%Human 65%
• Model Makers, Metal and Plastic51-4061.00 · Certificate or two-year73%Human 21%
• Model Makers, Wood51-7031.00 · Certificate or two-year59%Human 28%
• Models41-9012.00 · High school70%Human 12%
• Molders, Shapers, and Casters, Except Metal and Plastic51-9195.00 · High school71%Human 24%
• Molding, Coremaking, and Casting Machine Setters, Operators, and Tenders, Metal and Plastic51-4072.00 · High school71%Human 20%
• Molecular and Cellular Biologists19-1029.02 · Beyond a bachelor’s43%Human 60%
• Morticians, Undertakers, and Funeral Arrangers39-4031.00 · Certificate or two-year22%Human 75%
• Motion Picture Projectionists39-3021.00 · High school72%Human 19%
• Motor Vehicle Operators, All Other53-3099.0057%Human 32%
• Motorboat Mechanics and Service Technicians49-3051.00 · Certificate or two-year21%Human 67%
• Motorboat Operators53-5022.00 · High school32%Human 68%
• Motorcycle Mechanics49-3052.00 · Certificate or two-year32%Human 65%
• Multiple Machine Tool Setters, Operators, and Tenders, Metal and Plastic51-4081.00 · High school66%Human 36%
• Museum Technicians and Conservators25-4013.00 · Bachelor’s40%Human 46%
• Music Directors and Composers27-2041.00 · Bachelor’s42%Human 63%
• Music Therapists29-1129.02 · Bachelor’s19%Human 77%
• Musical Instrument Repairers and Tuners49-9063.00 · Certificate or two-year69%Human 35%
• Musicians and Singers27-2042.00 · Bachelor’s69%Human 28%
• Nannies39-9011.01 · High school18%Human 68%
• Nanosystems Engineers17-2199.09 · Beyond a bachelor’s50%Human 48%
• Nanotechnology Engineering Technologists and Technicians17-3026.01 · Bachelor’s69%Human 38%
• Natural Sciences Managers11-9121.00 · Beyond a bachelor’s59%Human 49%
• Naturopathic Physicians29-1299.01 · Beyond a bachelor’s25%Human 76%
• Network and Computer Systems Administrators15-1244.00 · Bachelor’s76%Human 24%
• Neurodiagnostic Technologists29-2099.01 · Certificate or two-year44%Human 68%
• Neurologists29-1217.00 · Beyond a bachelor’s28%Human 77%
• Neuropsychologists19-3039.02 · Beyond a bachelor’s44%Human 57%
• New Accounts Clerks43-4141.00 · Certificate or two-year81%Human 38%
• News Analysts, Reporters, and Journalists27-3023.00 · Bachelor’s52%Human 52%
• Non-Destructive Testing Specialists17-3029.01 · High school51%Human 61%
• Nuclear Engineers17-2161.00 · Bachelor’s67%Human 42%
• Nuclear Medicine Technologists29-2033.00 · Certificate or two-year29%Human 78%
• Nuclear Monitoring Technicians19-4051.02 · Certificate or two-year44%Human 58%
• Nuclear Power Reactor Operators51-8011.00 · Certificate or two-year69%Human 51%
• Nuclear Technicians19-4051.00 · Certificate or two-year45%Human 57%
• Nurse Anesthetists29-1151.00 · Beyond a bachelor’s24%Human 86%
• Nurse Midwives29-1161.00 · Beyond a bachelor’s19%Human 82%
• Nurse Practitioners29-1171.00 · Beyond a bachelor’s23%Human 81%
• Nursing Assistants31-1131.00 · Certificate or two-year37%Human 60%
• Nursing Instructors and Teachers, Postsecondary25-1072.00 · Beyond a bachelor’s33%Human 74%
• Obstetricians and Gynecologists29-1218.00 · Beyond a bachelor’s19%Human 84%
• Occupational Health and Safety Specialists19-5011.00 · Bachelor’s33%Human 61%
• Occupational Health and Safety Technicians19-5012.00 · Certificate or two-year38%Human 60%
• Occupational Therapists29-1122.00 · Beyond a bachelor’s15%Human 79%
• Occupational Therapy Aides31-2012.00 · Certificate or two-year27%Human 64%
• Occupational Therapy Assistants31-2011.00 · Certificate or two-year24%Human 78%
• Office and Administrative Support Workers, All Other43-9199.0057%Human 31%
• Office Clerks, General43-9061.00 · High school80%Human 37%
• Office Machine Operators, Except Computer43-9071.00 · High school75%Human 20%
• Online Merchants13-1199.06 · Bachelor’s73%Human 42%
• Operating Engineers and Other Construction Equipment Operators47-2073.00 · High school37%Human 58%
• Operations Research Analysts15-2031.00 · Beyond a bachelor’s67%Human 34%
• Ophthalmic Laboratory Technicians51-9083.00 · High school73%Human 40%
• Ophthalmic Medical Technicians29-2057.00 · Certificate or two-year48%Human 63%
• Ophthalmic Medical Technologists29-2099.05 · Certificate or two-year36%Human 68%
• Ophthalmologists, Except Pediatric29-1241.00 · Beyond a bachelor’s26%Human 86%
• Opticians, Dispensing29-2081.00 · Certificate or two-year52%Human 62%
• Optometrists29-1041.00 · Beyond a bachelor’s37%Human 79%
• Oral and Maxillofacial Surgeons29-1022.00 · Beyond a bachelor’s16%Human 86%
• Order Clerks43-4151.00 · High school80%Human 25%
• Orderlies31-1132.00 · High school29%Human 76%
• Orthodontists29-1023.00 · Beyond a bachelor’s27%Human 82%
• Orthopedic Surgeons, Except Pediatric29-1242.00 · Beyond a bachelor’s55%Human 30%
• Orthoptists29-1299.02 · Beyond a bachelor’s29%Human 75%
• Orthotists and Prosthetists29-2091.00 · Beyond a bachelor’s24%Human 73%
• Outdoor Power Equipment and Other Small Engine Mechanics49-3053.00 · High school31%Human 46%
• Packaging and Filling Machine Operators and Tenders51-9111.00 · High school75%Human 25%
• Packers and Packagers, Hand53-7064.00 · High school74%Human 22%
• Painters, Construction and Maintenance47-2141.00 · High school35%Human 52%
• Painting, Coating, and Decorating Workers51-9123.00 · High school67%Human 23%
• Paper Goods Machine Setters, Operators, and Tenders51-9196.00 · High school69%Human 27%
• Paperhangers47-2142.00 · High school50%Human 24%
• Paralegals and Legal Assistants23-2011.00 · Certificate or two-year81%Human 25%
• Paramedics29-2043.00 · Certificate or two-year56%Human 30%
• Park Naturalists19-1031.03 · Bachelor’s27%Human 59%
• Parking Attendants53-6021.00 · High school61%Human 45%
• Parking Enforcement Workers33-3041.00 · High school46%Human 64%
• Parts Salespersons41-2022.00 · High school46%Human 62%
• Passenger Attendants53-6061.00 · High school60%Human 24%
• Patient Representatives29-2099.08 · Certificate or two-year52%Human 75%
• Patternmakers, Metal and Plastic51-4062.00 · Certificate or two-year51%Human 43%
• Patternmakers, Wood51-7032.00 · Certificate or two-year45%Human 56%
• Paving, Surfacing, and Tamping Equipment Operators47-2071.00 · High school45%Human 51%
• Payroll and Timekeeping Clerks43-3051.00 · Certificate or two-year89%Human 16%
• Pediatric Surgeons29-1243.00 · Beyond a bachelor’s55%Human 30%
• Pediatricians, General29-1221.00 · Beyond a bachelor’s19%Human 80%
• Penetration Testers15-1299.04 · Bachelor’s54%Human 28%
• Personal Care Aides31-1122.00 · High school44%Human 50%
• Personal Care and Service Workers, All Other39-9099.0056%Human 31%
• Personal Financial Advisors13-2052.00 · Bachelor’s79%Human 22%
• Personal Service Managers, All Other11-9179.0053%Human 28%
• Pest Control Workers37-2021.00 · High school31%Human 68%
• Pesticide Handlers, Sprayers, and Applicators, Vegetation37-3012.00 · High school35%Human 61%
• Petroleum Engineers17-2171.00 · Bachelor’s49%Human 54%
• Petroleum Pump System Operators, Refinery Operators, and Gaugers51-8093.00 · High school60%Human 49%
• Pharmacists29-1051.00 · Beyond a bachelor’s40%Human 78%
• Pharmacy Aides31-9095.00 · High school46%Human 61%
• Pharmacy Technicians29-2052.00 · Certificate or two-year64%Human 60%
• Philosophy and Religion Teachers, Postsecondary25-1126.00 · Beyond a bachelor’s70%Human 21%
• Phlebotomists31-9097.00 · Certificate or two-year39%Human 76%
• Photographers27-4021.00 · Certificate or two-year30%Human 65%
• Photographic Process Workers and Processing Machine Operators51-9151.00 · High school44%Human 53%
• Photonics Engineers17-2199.07 · Bachelor’s51%Human 44%
• Photonics Technicians17-3029.08 · Certificate or two-year67%Human 36%
• Physical Medicine and Rehabilitation Physicians29-1229.04 · Beyond a bachelor’s18%Human 84%
• Physical Scientists, All Other19-2099.0054%Human 29%
• Physical Therapist Aides31-2022.00 · High school34%Human 49%
• Physical Therapist Assistants31-2021.00 · Certificate or two-year22%Human 75%
• Physical Therapists29-1123.00 · Beyond a bachelor’s24%Human 78%
• Physician Assistants29-1071.00 · Beyond a bachelor’s22%Human 81%
• Physicians, All Other29-1229.0055%Human 30%
• Physicians, Pathologists29-1222.00 · Beyond a bachelor’s60%Human 70%
• Physicists19-2012.00 · Beyond a bachelor’s51%Human 43%
• Physics Teachers, Postsecondary25-1054.00 · Beyond a bachelor’s45%Human 42%
• Pile Driver Operators47-2072.00 · High school39%Human 58%
• Pipelayers47-2151.00 · High school26%Human 56%
• Plant and System Operators, All Other51-8099.0057%Human 32%
• Plasterers and Stucco Masons47-2161.00 · High school34%Human 44%
• Plating Machine Setters, Operators, and Tenders, Metal and Plastic51-4193.00 · High school70%Human 24%
• Plumbers, Pipefitters, and Steamfitters47-2152.00 · Certificate or two-year24%Human 66%
• Podiatrists29-1081.00 · Beyond a bachelor’s21%Human 83%
• Poets, Lyricists and Creative Writers27-3043.05 · Bachelor’s65%Human 26%
• Police and Sheriff's Patrol Officers33-3051.00 · Certificate or two-year18%Human 87%
• Police Identification and Records Officers33-3021.02 · Certificate or two-year36%Human 62%
• Political Science Teachers, Postsecondary25-1065.00 · Beyond a bachelor’s53%Human 34%
• Political Scientists19-3094.00 · Beyond a bachelor’s60%Human 24%
• Postal Service Clerks43-5051.00 · High school72%Human 38%
• Postal Service Mail Carriers43-5052.00 · High school68%Human 41%
• Postal Service Mail Sorters, Processors, and Processing Machine Operators43-5053.00 · High school80%Human 20%
• Postmasters and Mail Superintendents11-9131.00 · High school46%Human 71%
• Postsecondary Teachers, All Other25-1199.0055%Human 29%
• Potters, Manufacturing51-9195.05 · Certificate or two-year62%Human 43%
• Pourers and Casters, Metal51-4052.00 · High school71%Human 14%
• Power Distributors and Dispatchers51-8012.00 · Certificate or two-year66%Human 59%
• Power Plant Operators51-8013.00 · High school43%Human 58%
• Precision Agriculture Technicians19-4012.01 · Certificate or two-year43%Human 54%
• Precision Instrument and Equipment Repairers, All Other49-9069.0057%Human 32%
• Prepress Technicians and Workers51-5111.00 · Certificate or two-year81%Human 25%
• Preschool Teachers, Except Special Education25-2011.00 · Certificate or two-year14%Human 76%
• Pressers, Textile, Garment, and Related Materials51-6021.00 · High school75%Human 15%
• Preventive Medicine Physicians29-1229.05 · Beyond a bachelor’s28%Human 76%
• Print Binding and Finishing Workers51-5113.00 · High school76%Human 23%
• Printing Press Operators51-5112.00 · High school71%Human 37%
• Private Detectives and Investigators33-9021.00 · Certificate or two-year62%Human 51%
• Probation Officers and Correctional Treatment Specialists21-1092.00 · Bachelor’s27%Human 81%
• Procurement Clerks43-3061.00 · High school83%Human 23%
• Producers and Directors27-2012.00 · Bachelor’s39%Human 65%
• Production Workers, All Other51-9199.0057%Human 32%
• Production, Planning, and Expediting Clerks43-5061.00 · High school75%Human 44%
• Project Management Specialists13-1082.00 · Bachelor’s53%Human 28%
• Proofreaders and Copy Markers43-9081.00 · Bachelor’s88%Human 18%
• Property, Real Estate, and Community Association Managers11-9141.00 · Bachelor’s45%Human 56%
• Prosthodontists29-1024.00 · Beyond a bachelor’s29%Human 82%
• Protective Service Workers, All Other33-9099.0056%Human 31%
• Psychiatric Aides31-1133.00 · High school22%Human 77%
• Psychiatric Technicians29-2053.00 · Certificate or two-year22%Human 72%
• Psychiatrists29-1223.00 · Beyond a bachelor’s25%Human 76%
• Psychologists, All Other19-3039.0054%Human 29%
• Psychology Teachers, Postsecondary25-1066.00 · Beyond a bachelor’s61%Human 40%
• Public Relations Managers11-2032.00 · Bachelor’s53%Human 28%
• Public Relations Specialists27-3031.00 · Bachelor’s43%Human 55%
• Public Safety Telecommunicators43-5031.00 · High school72%Human 73%
• Pump Operators, Except Wellhead Pumpers53-7072.00 · High school63%Human 41%
• Purchasing Agents, Except Wholesale, Retail, and Farm Products13-1023.00 · Bachelor’s76%Human 46%
• Purchasing Managers11-3061.00 · Bachelor’s67%Human 58%
• Quality Control Analysts19-4099.01 · Certificate or two-year52%Human 46%
• Quality Control Systems Managers11-3051.01 · Bachelor’s48%Human 60%
• Radiation Therapists29-1124.00 · Certificate or two-year47%Human 76%
• Radio Frequency Identification Device Specialists17-2072.01 · Bachelor’s59%Human 53%
• Radio, Cellular, and Tower Equipment Installers and Repairers49-2021.00 · Certificate or two-year38%Human 52%
• Radiologic Technologists and Technicians29-2034.00 · Certificate or two-year36%Human 75%
• Radiologists29-1224.00 · Beyond a bachelor’s44%Human 78%
• Rail Car Repairers49-3043.00 · High school24%Human 61%
• Rail Transportation Workers, All Other53-4099.0057%Human 32%
• Rail Yard Engineers, Dinkey Operators, and Hostlers53-4013.00 · High school41%Human 60%
• Rail-Track Laying and Maintenance Equipment Operators47-4061.00 · High school35%Human 62%
• Railroad Brake, Signal, and Switch Operators and Locomotive Firers53-4022.00 · High school45%Human 60%
• Railroad Conductors and Yardmasters53-4031.00 · High school46%Human 64%
• Range Managers19-1031.02 · Bachelor’s29%Human 72%
• Real Estate Brokers41-9021.00 · Bachelor’s41%Human 58%
• Real Estate Sales Agents41-9022.00 · Certificate or two-year38%Human 54%
• Receptionists and Information Clerks43-4171.00 · High school66%Human 48%
• Recreation and Fitness Studies Teachers, Postsecondary25-1193.00 · Beyond a bachelor’s37%Human 54%
• Recreation Workers39-9032.00 · Bachelor’s31%Human 60%
• Recreational Therapists29-1125.00 · Bachelor’s15%Human 80%
• Recreational Vehicle Service Technicians49-3092.00 · High school25%Human 52%
• Recycling and Reclamation Workers53-7062.04 · High school37%Human 40%
• Recycling Coordinators53-1042.01 · High school30%Human 70%
• Refractory Materials Repairers, Except Brickmasons49-9045.00 · High school47%Human 37%
• Refuse and Recyclable Material Collectors53-7081.00 · High school42%Human 45%
• Registered Nurses29-1141.00 · Bachelor’s28%Human 80%
• Regulatory Affairs Managers11-9199.01 · Bachelor’s74%Human 35%
• Regulatory Affairs Specialists13-1041.07 · Bachelor’s78%Human 26%
• Rehabilitation Counselors21-1015.00 · Bachelor’s47%Human 60%
• Reinforcing Iron and Rebar Workers47-2171.00 · High school33%Human 51%
• Religious Workers, All Other21-2099.0055%Human 29%
• Remote Sensing Scientists and Technologists19-2099.01 · Bachelor’s72%Human 42%
• Remote Sensing Technicians19-4099.03 · Bachelor’s75%Human 44%
• Reservation and Transportation Ticket Agents and Travel Clerks43-4181.00 · High school73%Human 60%
• Residential Advisors39-9041.00 · Certificate or two-year28%Human 63%
• Respiratory Therapists29-1126.00 · Certificate or two-year24%Human 79%
• Retail Loss Prevention Specialists33-9099.02 · High school59%Human 54%
• Retail Salespersons41-2031.00 · High school41%Human 56%
• Riggers49-9096.00 · High school34%Human 68%
• Robotics Engineers17-2199.08 · Bachelor’s45%Human 57%
• Robotics Technicians17-3024.01 · Certificate or two-year45%Human 51%
• Rock Splitters, Quarry47-5051.00 · High school47%Human 20%
• Rolling Machine Setters, Operators, and Tenders, Metal and Plastic51-4023.00 · High school75%Human 28%
• Roof Bolters, Mining47-5043.00 · High school59%Human 45%
• Roofers47-2181.00 · High school31%Human 59%
• Rotary Drill Operators, Oil and Gas47-5012.00 · High school39%Human 70%
• Roustabouts, Oil and Gas47-5071.00 · High school39%Human 47%
• Sailors and Marine Oilers53-5011.00 · High school33%Human 58%
• Sales and Related Workers, All Other41-9099.0056%Human 31%
• Sales Engineers41-9031.00 · Bachelor’s53%Human 49%
• Sales Managers11-2022.00 · Bachelor’s32%Human 65%
• Sales Representatives of Services, Except Advertising, Insurance, Financial Services, and Travel41-3091.00 · High school56%Human 31%
• Sales Representatives, Wholesale and Manufacturing, Except Technical and Scientific Products41-4012.00 · Bachelor’s41%Human 62%
• Sales Representatives, Wholesale and Manufacturing, Technical and Scientific Products41-4011.00 · Bachelor’s45%Human 53%
• Sawing Machine Setters, Operators, and Tenders, Wood51-7041.00 · High school70%Human 19%
• School Bus Monitors33-9094.00 · High school56%Human 31%
• School Psychologists19-3034.00 · Beyond a bachelor’s46%Human 46%
• Search Marketing Strategists13-1161.01 · Bachelor’s71%Human 26%
• Secondary School Teachers, Except Special and Career/Technical Education25-2031.00 · Bachelor’s23%Human 69%
• Secretaries and Administrative Assistants, Except Legal, Medical, and Executive43-6014.00 · High school73%Human 41%
• Securities, Commodities, and Financial Services Sales Agents41-3031.00 · Bachelor’s72%Human 40%
• Security and Fire Alarm Systems Installers49-2098.00 · Certificate or two-year22%Human 69%
• Security Guards33-9032.00 · High school36%Human 73%
• Security Management Specialists13-1199.07 · Bachelor’s30%Human 69%
• Security Managers11-3013.01 · Bachelor’s36%Human 71%
• Segmental Pavers47-4091.00 · High school32%Human 72%
• Self-Enrichment Teachers25-3021.00 · Certificate or two-year41%Human 42%
• Semiconductor Processing Technicians51-9141.00 · High school76%Human 22%
• Separating, Filtering, Clarifying, Precipitating, and Still Machine Setters, Operators, and Tenders51-9012.00 · High school66%Human 34%
• Septic Tank Servicers and Sewer Pipe Cleaners47-4071.00 · High school17%Human 79%
• Service Unit Operators, Oil and Gas47-5013.00 · High school42%Human 64%
• Set and Exhibit Designers27-1027.00 · Beyond a bachelor’s30%Human 61%
• Sewers, Hand51-6051.00 · High school78%Human 20%
• Sewing Machine Operators51-6031.00 · High school84%Human 13%
• Shampooers39-5093.00 · High school67%Human 23%
• Sheet Metal Workers47-2211.00 · High school65%Human 39%
• Ship Engineers53-5031.00 · Certificate or two-year32%Human 68%
• Shipping, Receiving, and Inventory Clerks43-5071.00 · High school68%Human 49%
• Shoe and Leather Workers and Repairers51-6041.00 · High school69%Human 23%
• Shoe Machine Operators and Tenders51-6042.00 · High school80%Human 21%
• Shuttle Drivers and Chauffeurs53-3053.00 · High school36%Human 67%
• Signal and Track Switch Repairers49-9097.00 · Certificate or two-year40%Human 45%
• Skincare Specialists39-5094.00 · Certificate or two-year32%Human 66%
• Slaughterers and Meat Packers51-3023.00 · High school69%Human 22%
• Social and Community Service Managers11-9151.00 · Bachelor’s37%Human 73%
• Social and Human Service Assistants21-1093.00 · Bachelor’s31%Human 75%
• Social Science Research Assistants19-4061.00 · Bachelor’s82%Human 18%
• Social Sciences Teachers, Postsecondary, All Other25-1069.0055%Human 29%
• Social Scientists and Related Workers, All Other19-3099.0054%Human 29%
• Social Work Teachers, Postsecondary25-1113.00 · Beyond a bachelor’s41%Human 47%
• Social Workers, All Other21-1029.0054%Human 29%
• Sociologists19-3041.00 · Beyond a bachelor’s51%Human 39%
• Sociology Teachers, Postsecondary25-1067.00 · Beyond a bachelor’s62%Human 38%
• Software Developers15-1252.00 · Bachelor’s76%Human 23%
• Software Quality Assurance Analysts and Testers15-1253.00 · Bachelor’s79%Human 34%
• Soil and Plant Scientists19-1013.00 · Beyond a bachelor’s31%Human 63%
• Solar Energy Installation Managers47-1011.03 · Certificate or two-year32%Human 70%
• Solar Energy Systems Engineers17-2199.11 · Bachelor’s31%Human 64%
• Solar Photovoltaic Installers47-2231.00 · High school29%Human 72%
• Solar Sales Representatives and Assessors41-4011.07 · Certificate or two-year63%Human 43%
• Solar Thermal Installers and Technicians47-2152.04 · Certificate or two-year26%Human 67%
• Sound Engineering Technicians27-4014.00 · Certificate or two-year49%Human 56%
• Spa Managers11-9179.02 · Certificate or two-year59%Human 60%
• Special Education Teachers, All Other25-2059.0055%Human 29%
• Special Education Teachers, Elementary School25-2056.00 · Bachelor’s26%Human 60%
• Special Education Teachers, Kindergarten25-2055.00 · Bachelor’s55%Human 29%
• Special Education Teachers, Middle School25-2057.00 · Bachelor’s22%Human 74%
• Special Education Teachers, Preschool25-2051.00 · Beyond a bachelor’s23%Human 66%
• Special Education Teachers, Secondary School25-2058.00 · Bachelor’s26%Human 73%
• Special Effects Artists and Animators27-1014.00 · Bachelor’s61%Human 50%
• Special Forces55-3018.0058%Human 33%
• Special Forces Officers55-1017.0058%Human 33%
• Speech-Language Pathologists29-1127.00 · Beyond a bachelor’s26%Human 72%
• Speech-Language Pathology Assistants31-9099.01 · Certificate or two-year52%Human 38%
• Sports Medicine Physicians29-1229.06 · Beyond a bachelor’s11%Human 87%
• Stationary Engineers and Boiler Operators51-8021.00 · Certificate or two-year32%Human 71%
• Statistical Assistants43-9111.00 · Bachelor’s83%Human 25%
• Statisticians15-2041.00 · Beyond a bachelor’s78%Human 25%
• Stockers and Order Fillers53-7065.00 · High school67%Human 36%
• Stone Cutters and Carvers, Manufacturing51-9195.03 · High school61%Human 39%
• Stonemasons47-2022.00 · High school27%Human 71%
• Structural Iron and Steel Workers47-2221.00 · High school22%Human 70%
• Structural Metal Fabricators and Fitters51-2041.00 · High school65%Human 21%
• Substance Abuse and Behavioral Disorder Counselors21-1011.00 · Beyond a bachelor’s44%Human 65%
• Substitute Teachers, Short-Term25-3031.00 · Bachelor’s35%Human 46%
• Subway and Streetcar Operators53-4041.00 · High school61%Human 66%
• Supply Chain Managers11-3071.04 · Bachelor’s51%Human 57%
• Surgeons, All Other29-1249.0056%Human 30%
• Surgical Assistants29-9093.00 · Certificate or two-year24%Human 77%
• Surgical Technologists29-2055.00 · Certificate or two-year35%Human 73%
• Survey Researchers19-3022.00 · Beyond a bachelor’s72%Human 41%
• Surveying and Mapping Technicians17-3031.00 · Certificate or two-year66%Human 46%
• Surveyors17-1022.00 · Bachelor’s45%Human 65%
• Sustainability Specialists13-1199.05 · Bachelor’s42%Human 46%
• Switchboard Operators, Including Answering Service43-2011.00 · High school73%Human 37%
• Tailors, Dressmakers, and Custom Sewers51-6052.00 · High school71%Human 39%
• Talent Directors27-2012.04 · Bachelor’s43%Human 49%
• Tank Car, Truck, and Ship Loaders53-7121.00 · High school43%Human 69%
• Tapers47-2082.00 · High school46%Human 25%
• Tax Examiners and Collectors, and Revenue Agents13-2081.00 · Certificate or two-year86%Human 27%
• Tax Preparers13-2082.00 · Certificate or two-year85%Human 22%
• Taxi Drivers53-3054.00 · High school57%Human 32%
• Teachers and Instructors, All Other25-3099.0055%Human 29%
• Teaching Assistants, All Other25-9049.0055%Human 30%
• Teaching Assistants, Postsecondary25-9044.00 · Beyond a bachelor’s52%Human 34%
• Teaching Assistants, Preschool, Elementary, Middle, and Secondary School, Except Special Education25-9042.00 · Certificate or two-year21%Human 71%
• Teaching Assistants, Special Education25-9043.00 · Certificate or two-year19%Human 63%
• Team Assemblers51-2092.00 · High school67%Human 27%
• Technical Writers27-3042.00 · Bachelor’s81%Human 39%
• Telecommunications Engineering Specialists15-1241.01 · Certificate or two-year46%Human 50%
• Telecommunications Equipment Installers and Repairers, Except Line Installers49-2022.00 · Certificate or two-year28%Human 71%
• Telecommunications Line Installers and Repairers49-9052.00 · High school24%Human 75%
• Telemarketers41-9041.00 · High school86%Human 20%
• Telephone Operators43-2021.00 · High school81%Human 36%
• Tellers43-3071.00 · High school77%Human 58%
• Terrazzo Workers and Finishers47-2053.00 · High school58%Human 25%
• Textile Bleaching and Dyeing Machine Operators and Tenders51-6061.00 · High school77%Human 19%
• Textile Cutting Machine Setters, Operators, and Tenders51-6062.00 · High school79%Human 16%
• Textile Knitting and Weaving Machine Setters, Operators, and Tenders51-6063.00 · High school74%Human 18%
• Textile Winding, Twisting, and Drawing Out Machine Setters, Operators, and Tenders51-6064.00 · High school79%Human 15%
• Textile, Apparel, and Furnishings Workers, All Other51-6099.0057%Human 32%
• Therapists, All Other29-1129.0055%Human 30%
• Tile and Stone Setters47-2044.00 · High school51%Human 36%
• Timing Device Assemblers and Adjusters51-2061.00 · High school63%Human 16%
• Tire Builders51-9197.00 · High school74%Human 19%
• Tire Repairers and Changers49-3093.00 · High school41%Human 59%
• Title Examiners, Abstractors, and Searchers23-2093.00 · High school83%Human 35%
• Tool and Die Makers51-4111.00 · Certificate or two-year53%Human 34%
• Tool Grinders, Filers, and Sharpeners51-4194.00 · High school64%Human 35%
• Tour Guides and Escorts39-7011.00 · Certificate or two-year41%Human 35%
• Traffic Technicians53-6041.00 · Certificate or two-year61%Human 56%
• Training and Development Managers11-3131.00 · Bachelor’s49%Human 48%
• Training and Development Specialists13-1151.00 · Bachelor’s38%Human 54%
• Transit and Railroad Police33-3052.00 · Certificate or two-year16%Human 86%
• Transportation Engineers17-2051.01 · Bachelor’s52%Human 59%
• Transportation Inspectors53-6051.00 · Bachelor’s45%Human 51%
• Transportation Planners19-3099.01 · Bachelor’s47%Human 48%
• Transportation Security Screeners33-9093.00 · High school46%Human 65%
• Transportation Vehicle, Equipment and Systems Inspectors, Except Aviation53-6051.07 · High school40%Human 49%
• Transportation Workers, All Other53-6099.0058%Human 32%
• Transportation, Storage, and Distribution Managers11-3071.00 · Bachelor’s44%Human 66%
• Travel Agents41-3041.00 · Certificate or two-year76%Human 44%
• Travel Guides39-7012.00 · High school38%Human 65%
• Treasurers and Controllers11-3031.01 · Bachelor’s77%Human 45%
• Tree Trimmers and Pruners37-3013.00 · High school32%Human 51%
• Tutors25-3041.00 · Certificate or two-year48%Human 45%
• Umpires, Referees, and Other Sports Officials27-2023.00 · High school48%Human 33%
• Underground Mining Machine Operators, All Other47-5049.0057%Human 31%
• Upholsterers51-6093.00 · High school48%Human 34%
• Urban and Regional Planners19-3051.00 · Beyond a bachelor’s36%Human 52%
• Urologists29-1229.03 · Beyond a bachelor’s23%Human 83%
• Ushers, Lobby Attendants, and Ticket Takers39-3031.00 · High school59%Human 40%
• Validation Engineers17-2112.02 · Bachelor’s69%Human 45%
• Veterinarians29-1131.00 · Beyond a bachelor’s20%Human 83%
• Veterinary Assistants and Laboratory Animal Caretakers31-9096.00 · High school28%Human 70%
• Veterinary Technologists and Technicians29-2056.00 · Certificate or two-year24%Human 74%
• Video Game Designers15-1255.01 · Bachelor’s61%Human 55%
• Waiters and Waitresses35-3031.00 · High school52%Human 34%
• Watch and Clock Repairers49-9064.00 · Certificate or two-year66%Human 24%
• Water and Wastewater Treatment Plant and System Operators51-8031.00 · High school32%Human 65%
• Water Resource Specialists11-9121.02 · Bachelor’s43%Human 51%
• Water/Wastewater Engineers17-2051.02 · Bachelor’s42%Human 59%
• Weatherization Installers and Technicians47-4099.03 · High school26%Human 65%
• Web Administrators15-1299.01 · Bachelor’s76%Human 37%
• Web and Digital Interface Designers15-1255.00 · Bachelor’s54%Human 28%
• Web Developers15-1254.00 · Certificate or two-year79%Human 38%
• Weighers, Measurers, Checkers, and Samplers, Recordkeeping43-5111.00 · High school78%Human 35%
• Welders, Cutters, Solderers, and Brazers51-4121.00 · High school70%Human 21%
• Welding, Soldering, and Brazing Machine Setters, Operators, and Tenders51-4122.00 · High school72%Human 26%
• Wellhead Pumpers53-7073.00 · High school40%Human 49%
• Wholesale and Retail Buyers, Except Farm Products13-1022.00 · Certificate or two-year70%Human 50%
• Wind Energy Development Managers11-9199.10 · Bachelor’s46%Human 47%
• Wind Energy Engineers17-2199.10 · Bachelor’s67%Human 33%
• Wind Energy Operations Managers11-9199.09 · Certificate or two-year35%Human 66%
• Wind Turbine Service Technicians49-9081.00 · Certificate or two-year35%Human 72%
• Woodworkers, All Other51-7099.0057%Human 32%
• Woodworking Machine Setters, Operators, and Tenders, Except Sawing51-7042.00 · High school73%Human 24%
• Word Processors and Typists43-9022.00 · High school85%Human 33%
• Writers and Authors27-3043.00 · Bachelor’s40%Human 58%
• Zoologists and Wildlife Biologists19-1023.00 · Bachelor’s39%Human 64%