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Jobs Without a Degree

313 careers where the most common education among workers is high school diploma or less, ranked by BLS median pay.

Updated October 2026 · Data: O*NET 31.0 and BLS OEWS May 2025 · How we match careers

  1. 1Air Traffic Controllers

    $148,080 · Training or associate

  2. 2Industrial Production Managers

    $126,060 · Bachelor's degree

  3. 3Nuclear Power Reactor Operators

    $122,890 · Training or associate

  4. 4Administrative Services Managers

    $114,130 · Training or associate

  5. 5Elevator and Escalator Installers and Repairers

    $109,910 · Training or associate

  6. 6Ship Engineers

    $109,530 · Training or associate

  7. 7First-Line Supervisors of Police and Detectives

    $106,040 · High school

  8. 8General and Operations Managers

    $105,770 · Bachelor's degree

  9. 9Power Plant Operators

    $102,040 · High school

  10. 10Makeup Artists, Theatrical and Performance

    $97,150 · Training or associate

  11. 11Petroleum Pump System Operators, Refinery Operators, and Gaugers

    $96,710 · High school

  12. 12Postmasters and Mail Superintendents

    $96,660 · High school

  13. 13Electrical Power-Line Installers and Repairers

    $95,320 · High school

  14. 14Gambling Managers

    $93,220 · High school

  15. 15Signal and Track Switch Repairers

    $92,460 · Training or associate

  16. 16Captains, Mates, and Pilots of Water Vessels

    $92,460 · Training or associate

  17. 17Gas Plant Operators

    $87,820 · High school

  18. 18Subway and Streetcar Operators

    $86,380 · High school

  19. 19First-Line Supervisors of Mechanics, Installers, and Repairers

    $79,860 · Training or associate

  20. 20Roof Bolters, Mining

    $78,540 · High school

  21. 21Railroad Conductors and Yardmasters

    $78,000 · High school

  22. 22First-Line Supervisors of Correctional Officers

    $77,970 · Training or associate

  23. 23Gas Compressor and Gas Pumping Station Operators

    $77,320 · High school

  24. 24Boilermakers

    $76,410 · High school

  25. 25Terrazzo Workers and Finishers

    $76,170 · High school

  26. 26Construction and Building Inspectors

    $74,690 · Training or associate

  27. 27Loading and Moving Machine Operators, Underground Mining

    $74,500 · High school

  28. 28First-Line Supervisors of Production and Operating Workers

    $74,450 · Training or associate

  29. 29Control and Valve Installers and Repairers, Except Mechanical Door

    $74,340 · Training or associate

  30. 30Pile Driver Operators

    $73,300 · High school

  31. 31Sound Engineering Technicians

    $73,130 · Training or associate

  32. 32Sales Representatives, Wholesale and Manufacturing, Except Technical and Scientific Products

    $72,080 · Bachelor's degree

  33. 33Wellhead Pumpers

    $69,960 · High school

  34. 34Food Service Managers

    $69,390 · High school

  35. 35Computer Numerically Controlled Tool Programmers

    $68,120 · High school

  36. 36Rotary Drill Operators, Oil and Gas

    $67,890 · High school

  37. 37Rail Car Repairers

    $67,530 · High school

  38. 38Transportation Security Screeners

    $66,770 · High school

  39. 39Athletes and Sports Competitors

    $66,710 · High school

  40. 40Millwrights

    $65,700 · High school

  41. 41Aircraft Structure, Surfaces, Rigging, and Systems Assemblers

    $65,380 · High school

  42. 42Layout Workers, Metal and Plastic

    $63,870 · High school

  43. 43First-Line Supervisors of Gambling Services Workers

    $63,820 · High school

  44. 44Flight Attendants

    $63,580 · High school

  45. 45Radio, Cellular, and Tower Equipment Installers and Repairers

    $63,520 · Training or associate

  46. 46Model Makers, Metal and Plastic

    $63,340 · Training or associate

  47. 47Fabric and Apparel Patternmakers

    $62,750 · Training or associate

  48. 48Riggers

    $62,640 · High school

  49. 49Timing Device Assemblers and Adjusters

    $62,620 · High school

  50. 50Postal Service Clerks

    $62,130 · High school

  51. 51Brickmasons and Blockmasons

    $62,120 · High school

  52. 52Continuous Mining Machine Operators

    $61,810 · High school

  53. 53Sheet Metal Workers

    $61,800 · High school

  54. 54Pump Operators, Except Wellhead Pumpers

    $61,770 · High school

  55. 55Explosives Workers, Ordnance Handling Experts, and Blasters

    $61,390 · High school

  56. 56Refractory Materials Repairers, Except Brickmasons

    $61,290 · High school

  57. 57Rail Yard Engineers, Dinkey Operators, and Hostlers

    $60,600 · High school

  58. 58Carpenters

    $60,580 · High school

  59. 59Postal Service Mail Carriers

    $60,550 · High school

  60. 60Earth Drillers, Except Oil and Gas

    $60,190 · High school

  61. 61Water and Wastewater Treatment Plant and System Operators

    $60,020 · High school

  62. 62Operating Engineers and Other Construction Equipment Operators

    $59,850 · High school

  63. 63Production, Planning, and Expediting Clerks

    $59,650 · High school

  64. 64Traffic Technicians

    $59,090 · Training or associate

  65. 65Bus Drivers, Transit and Intercity

    $59,050 · High school

  66. 66Correctional Officers and Jailers

    $58,940 · High school

  67. 67Drywall and Ceiling Tile Installers

    $58,930 · High school

  68. 68Tank Car, Truck, and Ship Loaders

    $58,870 · High school

  69. 69Machinists

    $58,750 · Training or associate

  70. 70Title Examiners, Abstractors, and Searchers

    $58,650 · High school

  71. 71Heavy and Tractor-Trailer Truck Drivers

    $58,640 · High school

  72. 72Derrick Operators, Oil and Gas

    $58,620 · High school

  73. 73Postal Service Mail Sorters, Processors, and Processing Machine Operators

    $58,470 · High school

  74. 74Insulation Workers, Mechanical

    $58,340 · High school

  75. 75Aircraft Cargo Handling Supervisors

    $58,170 · High school

  76. 76Service Unit Operators, Oil and Gas

    $58,160 · High school

  77. 77Bridge and Lock Tenders

    $57,700 · High school

  78. 78Plasterers and Stucco Masons

    $57,660 · High school

  79. 79Excavating and Loading Machine and Dragline Operators, Surface Mining

    $57,430 · High school

  80. 80Stonemasons

    $57,390 · High school

  81. 81Tire Builders

    $57,390 · High school

  82. 82Glaziers

    $57,080 · High school

  83. 83Cement Masons and Concrete Finishers

    $57,020 · High school

  84. 84Forest Fire Inspectors and Prevention Specialists

    $56,870 · Training or associate

  85. 85Bailiffs

    $56,600 · Training or associate

  86. 86Floor Layers, Except Carpet, Wood, and Hard Tiles

    $56,460 · High school

  87. 87Tile and Stone Setters

    $55,690 · High school

  88. 88Choreographers

    $55,310 · Training or associate

  89. 89Desktop Publishers

    $55,290 · Training or associate

  90. 90Tax Preparers

    $54,920 · Training or associate

  91. 91Automotive Body and Related Repairers

    $54,890 · High school

  92. 92Forest and Conservation Technicians

    $54,560 · Training or associate

  93. 93Metal-Refining Furnace Operators and Tenders

    $54,430 · High school

  94. 94Eligibility Interviewers, Government Programs

    $54,210 · Training or associate

  95. 95Welders, Cutters, Solderers, and Brazers

    $53,750 · High school

  96. 96Engine and Other Machine Assemblers

    $53,710 · High school

  97. 97Paving, Surfacing, and Tamping Equipment Operators

    $53,340 · High school

  98. 98Public Safety Telecommunicators

    $53,040 · High school

  99. 99Milling and Planing Machine Setters, Operators, and Tenders, Metal and Plastic

    $52,800 · High school

  100. 100Camera and Photographic Equipment Repairers

    $52,720 · Training or associate

  101. 101Audiovisual Equipment Installers and Repairers

    $52,600 · Training or associate

  102. 102Jewelers and Precious Stone and Metal Workers

    $52,540 · Training or associate

  103. 103Paperhangers

    $52,140 · High school

  104. 104Recreational Vehicle Service Technicians

    $52,000 · High school

  105. 105Pourers and Casters, Metal

    $51,810 · High school

  106. 106Semiconductor Processing Technicians

    $51,430 · High school

  107. 107Structural Metal Fabricators and Fitters

    $51,330 · High school

  108. 108Locksmiths and Safe Repairers

    $51,320 · High school

  109. 109Animal Breeders

    $51,130 · High school

  110. 110Home Appliance Repairers

    $50,990 · High school

  111. 111Tree Trimmers and Pruners

    $50,960 · High school

  112. 112Computer Numerically Controlled Tool Operators

    $50,690 · High school

  113. 113Bookkeeping, Accounting, and Auditing Clerks

    $50,670 · Training or associate

  114. 114Lathe and Turning Machine Tool Setters, Operators, and Tenders, Metal and Plastic

    $50,620 · High school

  115. 115Procurement Clerks

    $50,580 · High school

  116. 116Floor Sanders and Finishers

    $50,440 · High school

  117. 117Costume Attendants

    $50,400 · High school

  118. 118Dispatchers, Except Police, Fire, and Ambulance

    $50,340 · High school

  119. 119Carpet Installers

    $50,340 · High school

  120. 120Paper Goods Machine Setters, Operators, and Tenders

    $50,270 · High school

  121. 121Highway Maintenance Workers

    $50,260 · High school

  122. 122Rolling Machine Setters, Operators, and Tenders, Metal and Plastic

    $50,140 · High school

  123. 123Loan Interviewers and Clerks

    $50,020 · Training or associate

  124. 124Agricultural Inspectors

    $49,940 · High school

  125. 125Septic Tank Servicers and Sewer Pipe Cleaners

    $49,880 · High school

  126. 126Logging Equipment Operators

    $49,740 · High school

  127. 127Refuse and Recyclable Material Collectors

    $49,690 · High school

  128. 128Dredge Operators

    $49,640 · High school

  129. 129Agricultural Technicians

    $49,630 · Training or associate

  130. 130Patternmakers, Wood

    $49,630 · Training or associate

  131. 131Dental Laboratory Technicians

    $49,610 · High school

  132. 132Painters, Construction and Maintenance

    $49,400 · High school

  133. 133Insurance Claims and Policy Processing Clerks

    $49,230 · High school

  134. 134Insulation Workers, Floor, Ceiling, and Wall

    $49,120 · High school

  135. 135First-Line Supervisors of Housekeeping and Janitorial Workers

    $49,100 · High school

  136. 136Drilling and Boring Machine Tool Setters, Operators, and Tenders, Metal and Plastic

    $49,080 · High school

  137. 137Pipelayers

    $49,000 · High school

  138. 138Mixing and Blending Machine Setters, Operators, and Tenders

    $48,990 · High school

  139. 139Heat Treating Equipment Setters, Operators, and Tenders, Metal and Plastic

    $48,750 · High school

  140. 140Rock Splitters, Quarry

    $48,740 · High school

  141. 141Prepress Technicians and Workers

    $48,690 · Training or associate

  142. 142Inspectors, Testers, Sorters, Samplers, and Weighers

    $48,570 · High school

  143. 143Crushing, Grinding, and Polishing Machine Setters, Operators, and Tenders

    $48,540 · High school

  144. 144First-Line Supervisors of Retail Sales Workers

    $48,520 · High school

  145. 145Models

    $48,470 · High school

  146. 146Coating, Painting, and Spraying Machine Setters, Operators, and Tenders

    $48,250 · High school

  147. 147Coil Winders, Tapers, and Finishers

    $48,220 · High school

  148. 148Foundry Mold and Coremakers

    $48,110 · High school

  149. 149Furnace, Kiln, Oven, Drier, and Kettle Operators and Tenders

    $48,040 · High school

  150. 150Fence Erectors

    $47,980 · High school

  151. 151Bus Drivers, School

    $47,920 · High school

  152. 152Outdoor Power Equipment and Other Small Engine Mechanics

    $47,880 · High school

  153. 153Helpers--Extraction Workers

    $47,730 · High school

  154. 154Medical Equipment Preparers

    $47,700 · High school

  155. 155New Accounts Clerks

    $47,670 · Training or associate

  156. 156Automotive Glass Installers and Repairers

    $47,630 · High school

  157. 157Helpers--Brickmasons, Blockmasons, Stonemasons, and Tile and Marble Setters

    $47,550 · High school

  158. 158Secretaries and Administrative Assistants, Except Legal, Medical, and Executive

    $47,540 · High school

  159. 159Motorboat Operators

    $47,520 · High school

  160. 160Coin, Vending, and Amusement Machine Servicers and Repairers

    $47,450 · High school

  161. 161Veterinary Technologists and Technicians

    $47,380 · Training or associate

  162. 162Opticians, Dispensing

    $47,260 · Training or associate

  163. 163Multiple Machine Tool Setters, Operators, and Tenders, Metal and Plastic

    $47,180 · High school

  164. 164Construction Laborers

    $47,120 · High school

  165. 165Bill and Account Collectors

    $47,030 · High school

  166. 166Roustabouts, Oil and Gas

    $46,960 · High school

  167. 167Fiberglass Laminators and Fabricators

    $46,880 · High school

  168. 168Correspondence Clerks

    $46,800 · High school

  169. 169Adhesive Bonding Machine Operators and Tenders

    $46,460 · High school

  170. 170Industrial Truck and Tractor Operators

    $46,420 · High school

  171. 171Weighers, Measurers, Checkers, and Samplers, Recordkeeping

    $46,380 · High school

  172. 172Extruding and Forming Machine Setters, Operators, and Tenders, Synthetic and Glass Fibers

    $46,350 · High school

  173. 173Upholsterers

    $46,340 · High school

  174. 174Log Graders and Scalers

    $46,330 · High school

  175. 175Cutting, Punching, and Press Machine Setters, Operators, and Tenders, Metal and Plastic

    $46,330 · High school

  176. 176Order Clerks

    $46,170 · High school

  177. 177Craft Artists

    $46,080 · Training or associate

  178. 178Manufactured Building and Mobile Home Installers

    $45,990 · High school

  179. 179Medical Secretaries and Administrative Assistants

    $45,930 · High school

  180. 180Interviewers, Except Eligibility and Loan

    $45,920 · Training or associate

  181. 181Printing Press Operators

    $45,780 · High school

  182. 182Extruding, Forming, Pressing, and Compacting Machine Setters, Operators, and Tenders

    $45,760 · High school

  183. 183Animal Control Workers

    $45,660 · High school

  184. 184Ophthalmic Medical Technicians

    $45,570 · Training or associate

  185. 185Skincare Specialists

    $45,330 · Training or associate

  186. 186Shipping, Receiving, and Inventory Clerks

    $45,260 · High school

  187. 187Office Clerks, General

    $45,010 · High school

  188. 188Light Truck Drivers

    $44,860 · High school

  189. 189Food and Tobacco Roasting, Baking, and Drying Machine Operators and Tenders

    $44,810 · High school

  190. 190Customer Service Representatives

    $44,770 · High school

  191. 191Furniture Finishers

    $44,540 · High school

  192. 192Reservation and Transportation Ticket Agents and Travel Clerks

    $44,390 · High school

  193. 193Molding, Coremaking, and Casting Machine Setters, Operators, and Tenders, Metal and Plastic

    $44,350 · High school

  194. 194First-Line Supervisors of Food Preparation and Serving Workers

    $44,080 · High school

  195. 195Plating Machine Setters, Operators, and Tenders, Metal and Plastic

    $43,960 · High school

  196. 196Forest and Conservation Workers

    $43,680 · High school

  197. 197Cleaning, Washing, and Metal Pickling Equipment Operators and Tenders

    $43,530 · High school

  198. 198Woodworking Machine Setters, Operators, and Tenders, Except Sawing

    $43,380 · High school

  199. 199Gambling Surveillance Officers and Gambling Investigators

    $43,370 · High school

  200. 200Etchers and Engravers

    $43,310 · High school

  201. 201Packaging and Filling Machine Operators and Tenders

    $43,220 · High school

  202. 202Tellers

    $43,030 · High school

  203. 203Sawing Machine Setters, Operators, and Tenders, Wood

    $42,770 · High school

  204. 204Helpers--Electricians

    $42,670 · High school

  205. 205Grinding and Polishing Workers, Hand

    $42,660 · High school

  206. 206Conveyor Operators and Tenders

    $42,420 · High school

  207. 207Helpers--Pipelayers, Plumbers, Pipefitters, and Steamfitters

    $42,360 · High school

  208. 208Food Batchmakers

    $42,290 · High school

  209. 209Print Binding and Finishing Workers

    $42,290 · High school

  210. 210Nursing Assistants

    $42,260 · Training or associate

  211. 211Telephone Operators

    $41,740 · High school

  212. 212Agricultural Equipment Operators

    $41,730 · High school

  213. 213Tailors, Dressmakers, and Custom Sewers

    $41,640 · High school

  214. 214Painting, Coating, and Decorating Workers

    $41,600 · High school

  215. 215Food Cooking Machine Operators and Tenders

    $41,590 · High school

  216. 216Door-to-Door Sales Workers, News and Street Vendors, and Related Workers

    $41,380 · High school

  217. 217Data Entry Keyers

    $41,340 · High school

  218. 218Cooling and Freezing Equipment Operators and Tenders

    $41,330 · High school

  219. 219Counter and Rental Clerks

    $41,300 · High school

  220. 220Machine Feeders and Offbearers

    $41,220 · High school

  221. 221Office Machine Operators, Except Computer

    $40,960 · High school

  222. 222Umpires, Referees, and Other Sports Officials

    $40,710 · High school

  223. 223Photographic Process Workers and Processing Machine Operators

    $40,610 · High school

  224. 224Helpers--Painters, Paperhangers, Plasterers, and Stucco Masons

    $40,470 · High school

  225. 225Laborers and Freight, Stock, and Material Movers, Hand

    $40,240 · High school

  226. 226Butchers and Meat Cutters

    $40,140 · High school

  227. 227Slaughterers and Meat Packers

    $40,130 · High school

  228. 228Animal Trainers

    $39,990 · High school

  229. 229Helpers--Installation, Maintenance, and Repair Workers

    $39,630 · High school

  230. 230Textile Knitting and Weaving Machine Setters, Operators, and Tenders

    $39,530 · High school

  231. 231Ophthalmic Laboratory Technicians

    $39,460 · High school

  232. 232Merchandise Displayers and Window Trimmers

    $39,390 · Training or associate

  233. 233Demonstrators and Product Promoters

    $39,320 · High school

  234. 234Mail Clerks and Mail Machine Operators, Except Postal Service

    $39,280 · High school

  235. 235Occupational Therapy Aides

    $39,160 · Training or associate

  236. 236Helpers--Production Workers

    $39,070 · High school

  237. 237Concierges

    $38,950 · High school

  238. 238Driver/Sales Workers

    $38,770 · High school

  239. 239Textile Cutting Machine Setters, Operators, and Tenders

    $38,760 · High school

  240. 240Textile Winding, Twisting, and Drawing Out Machine Setters, Operators, and Tenders

    $38,670 · High school

  241. 241Parts Salespersons

    $38,630 · High school

  242. 242Switchboard Operators, Including Answering Service

    $38,630 · High school

  243. 243Meat, Poultry, and Fish Cutters and Trimmers

    $38,300 · High school

  244. 244Orderlies

    $38,290 · High school

  245. 245Motion Picture Projectionists

    $38,270 · High school

  246. 246Textile Bleaching and Dyeing Machine Operators and Tenders

    $38,180 · High school

  247. 247Veterinary Assistants and Laboratory Animal Caretakers

    $38,150 · High school

  248. 248Preschool Teachers, Except Special Education

    $38,140 · Training or associate

  249. 249Crossing Guards and Flaggers

    $38,100 · High school

  250. 250Security Guards

    $38,020 · High school

  251. 251Cutters and Trimmers, Hand

    $38,020 · High school

  252. 252Receptionists and Information Clerks

    $38,010 · High school

  253. 253Shoe and Leather Workers and Repairers

    $37,800 · High school

  254. 254Pharmacy Aides

    $37,680 · High school

  255. 255Gambling Cage Workers

    $37,580 · High school

  256. 256Cooks, Institution and Cafeteria

    $37,450 · High school

  257. 257Cooks, Restaurant

    $37,390 · High school

  258. 258Shuttle Drivers and Chauffeurs

    $37,290 · High school

  259. 259Baggage Porters and Bellhops

    $37,080 · High school

  260. 260Library Assistants, Clerical

    $36,910 · High school

  261. 261Janitors and Cleaners, Except Maids and Housekeeping Cleaners

    $36,840 · Training or associate

  262. 262Sewing Machine Operators

    $36,670 · High school

  263. 263Sewers, Hand

    $36,480 · High school

  264. 264Locker Room, Coatroom, and Dressing Room Attendants

    $36,300 · High school

  265. 265Packers and Packagers, Hand

    $36,280 · High school

  266. 266Gambling Change Persons and Booth Cashiers

    $36,220 · High school

  267. 267Cooks, Short Order

    $35,880 · High school

  268. 268Cleaners of Vehicles and Equipment

    $35,830 · High school

  269. 269Manicurists and Pedicurists

    $35,760 · High school

  270. 270Graders and Sorters, Agricultural Products

    $35,730 · High school

  271. 271Funeral Attendants

    $35,680 · High school

  272. 272Automotive and Watercraft Service Attendants

    $35,670 · High school

  273. 273Farmworkers and Laborers, Crop, Nursery, and Greenhouse

    $35,660 · High school

  274. 274Shoe Machine Operators and Tenders

    $35,650 · High school

  275. 275Maids and Housekeeping Cleaners

    $35,510 · High school

  276. 276Telemarketers

    $35,450 · High school

  277. 277Retail Salespersons

    $35,410 · High school

  278. 278Food Servers, Nonrestaurant

    $35,360 · High school

  279. 279Animal Caretakers

    $35,360 · High school

  280. 280Food Preparation Workers

    $35,320 · High school

  281. 281Physical Therapist Aides

    $35,240 · High school

  282. 282Waiters and Waitresses

    $35,230 · High school

  283. 283Parking Attendants

    $35,150 · High school

  284. 284Hotel, Motel, and Resort Desk Clerks

    $35,070 · High school

  285. 285Pressers, Textile, Garment, and Related Materials

    $35,060 · High school

  286. 286Gambling and Sports Book Writers and Runners

    $34,980 · High school

  287. 287Childcare Workers

    $34,980 · High school

  288. 288Dishwashers

    $34,810 · High school

  289. 289Bartenders

    $34,340 · High school

  290. 290Gambling Dealers

    $34,320 · High school

  291. 291Dining Room and Cafeteria Attendants and Bartender Helpers

    $33,980 · High school

  292. 292Lifeguards, Ski Patrol, and Other Recreational Protective Service Workers

    $33,580 · High school

  293. 293Cashiers

    $32,880 · High school

  294. 294Amusement and Recreation Attendants

    $32,150 · High school

  295. 295Fast Food and Counter Workers

    $31,200 · High school

  296. 296Hosts and Hostesses, Restaurant, Lounge, and Coffee Shop

    $31,200 · High school

  297. 297Non-Destructive Testing Specialists

    $78,350 (broader group) · High school

  298. 298Quality Control Analysts

    $62,280 (broader group) · Training or associate

  299. 299Ophthalmic Medical Technologists

    $50,290 (broader group) · Training or associate

  300. 300Endoscopy Technicians

    $48,430 (broader group) · High school

  301. 301Police Identification and Records Officers

    $93,790 (broader group) · Training or associate

  302. 302Customs and Border Protection Officers

    $76,210 (broader group) · Training or associate

  303. 303Retail Loss Prevention Specialists

    $42,540 (broader group) · High school

  304. 304Nannies

    $34,980 (broader group) · High school

  305. 305Solar Energy Installation Managers

    $79,920 (broader group) · Training or associate

  306. 306Solar Thermal Installers and Technicians

    $63,800 (broader group) · Training or associate

  307. 307Energy Auditors

    $74,690 (broader group) · Training or associate

  308. 308Geothermal Technicians

    $49,230 (broader group) · High school

  309. 309Biomass Plant Technicians

    $102,040 (broader group) · High school

  310. 310Biofuels Processing Technicians

    $62,470 (broader group) · High school

  311. 311Stone Cutters and Carvers, Manufacturing

    $46,170 (broader group) · High school

  312. 312Transportation Vehicle, Equipment and Systems Inspectors, Except Aviation

    $92,100 (broader group) · High school

  313. 313Recycling and Reclamation Workers

    $40,240 (broader group) · High school

How this list is made: Most common required education reported by workers to O*NET (Education, Training and Experience). Careers with only a broader BLS group wage are listed last. Pay: BLS OEWS May 2025 national median.

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Sources. Skills, tasks and education: O*NET 31.0 Database, U.S. Department of Labor, Employment and Training Administration (USDOL/ETA), used under CC BY 4.0. Pay: U.S. Bureau of Labor Statistics, Occupational Employment and Wage Statistics, May 2025. Data Sources & Licenses