■ The Full Ledger ■

All 1131 Jobs, Ranked by AI Replacement Risk

Every occupation we score, sorted by how likely AI is to take it over. Click any job for the full analysis: which tasks automate, when the pressure hits, and what to do about it. Scores are our editorial estimates informed by automation research — see the methodology.

Most replaceable

  1. 01Data Entry Clerk99%
  2. 02Mimeograph Operator99%
  3. 03Tax Preparer99%
  4. 04Telegraph Operator99%
  5. 05Telemarketer99%
  6. 06Bookkeeper98%
  7. 07Dictaphone Operator98%
  8. 08Insurance Underwriter98%
  9. 09Keypunch Operator98%
  10. 10Mathematical Technician98%

Safest (for now)

  1. 01Pope1%
  2. 02Dalai Lama2%
  3. 03Sacred Fire Keeper3%
  4. 04War Crimes Tribunal Witness4%
  5. 05Shinto Priest4%
  6. 06Grief Ritual Leader4%
  7. 07Concentration Camp Memorial Guide4%
  8. 08Aboriginal Songline Keeper4%
  9. 09Plumber5%
  10. 10Pediatric Hospice Nurse5%

Administrative (34)

Data Entry Clerk99%Mimeograph Operator99%Telegraph Operator99%Dictaphone Operator98%Typist98%Addressing Machine Operator97%Duplicating Machine Operator97%Order Clerk97%Central Office Operator96%File Clerk96%Mail Sorter96%Shorthand Writer96%Switchboard Operator96%Mail Machine Operator95%Microfilm Processor95%Procurement Clerk95%Transcriptionist95%Information Clerk94%Forms Designer93%Record Clerk93%Real Estate Clerk92%Receptionist92%Weigher and Measurer92%Word Processor92%Copy Machine Operator91%Document Controller91%Office Clerk (General)90%Document Preparation Specialist86%Purchasing Agent80%Medical Biller71%Recruiter70%Executive Assistant53%HR Specialist53%Braille Transcriber52%

Agriculture & Environment (52)

Cotton Gin Operator93%Agricultural Sorter90%Cotton Classifier88%Crop Duster Pilot88%Tractor Operator88%Crop Inspector86%Grain Sampler86%Harvester Operator85%Logging Equipment Operator84%Grain Elevator Operator78%Irrigation Technician77%Logging Worker77%Farm Equipment Mechanic72%Tree Pruner70%Dairy Farm Worker69%Tree Surgeon67%Dairy Equipment Operator66%Forester65%Timber Cruiser65%Fishing Net Mender64%Poultry Worker62%Beekeeper60%Nursery Worker60%Vineyard Worker59%Greenhouse Worker58%Fisherman57%Farrier56%Horse Trainer56%Aquaculture Worker55%Hemp Farmer54%Lumberjack51%Beekeeper (Commercial)50%Falconer50%Oyster Farmer48%Arborist47%Farrier (Racing)47%Mushroom Farmer46%Maple Syrup Producer45%Ranch Hand45%Winemaker44%Rancher43%Olive Harvester40%Organic Farmer40%Farmer35%Truffle Hunter31%Caviar Grader29%Saffron Harvester27%Shepherd25%Reindeer Herder17%Pearl Diver14%Truffle Dog Trainer11%Mahout10%

Construction & Trades (109)

Blueprint Reader90%Electric Meter Installer90%Plasterer88%Telephone Line Installer88%Paving Equipment Operator83%Dragline Operator82%Welding Inspector82%Construction Estimator80%Blasting Machine Operator78%Cable TV Installer78%Construction Laborer77%Dredge Operator76%Carpet Layer Helper75%Mining Machine Operator75%Rock Splitter75%Cement Mason74%Drapery Installer74%Floor Sander74%Roofer74%Bricklayer73%Well Driller73%Concrete Finisher72%Fence Erector72%Glazier72%Paperhanger72%Pile Driver Operator72%Operating Engineer70%Painter (Construction)70%Quarry Worker70%Stationary Engineer70%Tile Setter70%Wallpaper Hanger70%Carpet Installer69%Boilermaker68%Elevator Installer68%Manufactured Building Installer68%Marble Setter68%Rigger68%Crane Operator67%Pipeline Worker66%Surveying Technician66%Highway Maintenance Worker65%Ironworker65%Roustabout65%Transformer Repairer65%Plasterer (Drywall)63%Sailboat Rigger63%Septic Tank Servicer63%Painting Estimator62%Stone Mason62%Terrazzo Worker62%Well Pump Installer62%Hazmat Removal Worker60%Home Inspector60%Cabinetmaker59%Marine Mechanic59%Auto Body Repairer58%Demolition Worker58%Construction Superintendent57%Window Installer56%Bricklayer Helper55%Electrician55%Landscape Gardener55%Outdoor Power Equipment Mechanic55%Small Engine Mechanic55%Stonemason (Restoration)55%Swimming Pool Installer55%Building Inspector53%Mason Tender52%Crane Inspector51%Plumber (Residential)51%Stage Carpenter51%Thatcher51%Lead Abatement Worker50%Well Inspector49%Tile Estimator48%Welder (Specialized)46%HVAC Technician45%Civil Engineer44%Plumber (Commercial)44%Carpenter (Finish)43%Heating Engineer42%Mechanic (Heavy Equipment)41%Electrician (Industrial)40%Wind Turbine Technician40%Industrial Electrician36%Crane Rigger35%Carpenter (Rough)34%Deep Sea Diver34%Carpenter (Restoration)33%Timber Framer33%Underwater Welder33%Structural Engineer32%Cartwright31%Organ Builder31%Ironworker (Structural)30%Yurt Builder30%Pipe Organ Tuner27%Rope Access Technician24%Heritage Stonemason23%Marine Salvage Diver23%Dry Stone Waller22%Stained Glass Restorer22%Master Carpenter (Japanese)20%Construction Worker18%Gondola Builder16%Carpenter12%Master Thatcher9%Plumber5%

Creative Arts (106)

Desktop Publisher92%Canvas Stretcher85%Floral Designer83%Aerial Photographer80%Glass Blower79%Jeweler79%Compositor77%Photo Retoucher77%Model76%Copywriter73%Animator (2D)70%Graphic Designer69%Sign Painter68%Jingle Writer65%Choreographer (Motion Capture)64%Architect63%Taxidermist61%UX Designer61%Musical Instrument Tuner60%Real Estate Photographer60%Animator60%Animator (3D)59%Theatrical Makeup Artist57%Harmonica Tuner55%Interior Designer55%Quilt Appraiser55%Blacksmith (Decorative)54%Instrument Maker (Musical)54%Music Producer52%Fashion Designer51%Landscape Architect50%Silversmith50%Museum Curator49%Potter49%Game Designer48%Jeweler (Custom)48%Photographer (Portrait)48%Wheelwright48%Guitar Maker46%Luthier45%Musical Instrument Repairer45%Photographer45%Art Director44%Calligrapher44%Industrial Designer43%Illustrator42%Blacksmith (Artistic)41%Cartoonist40%Basket Weaver39%Glassblower (Art)39%Soap Maker38%Stonemason (Artistic)38%Bonsai Artist37%Furniture Maker (Bespoke)36%Perfumer36%Sculptor36%Leatherworker (Artisan)35%Quilt Maker35%Sword Smith35%Hot Glass Worker34%Knifemaker34%Bookmaker (Artisan)32%Lighting Designer (Theater)32%Concept Artist31%Printmaker30%Ceramicist29%Kite Designer29%Wildlife Photographer29%Paper Marbler28%Orchestra Conductor27%Stained Glass Artist27%Master Woodcarver26%Composer25%Novelist25%Lapidary24%Master Potter24%Ice Sculptor23%Screenwriter22%Nose (Fragrance)20%Master Weaver (Textile)19%Poet19%Choreographer (Contemporary)18%Graffiti Artist18%Ikebana Master18%Master Perfumer17%Singer-Songwriter16%Butter Sculptor15%Master Blacksmith (Artistic)15%Playwright15%Jazz Musician14%Master Glass Blower13%Samurai Sword Polisher12%Shamisen Maker12%Master Calligrapher (Chinese)10%Sacred Geometry Artist10%Aboriginal Dot Painter9%Prayer Flag Maker9%Didgeridoo Maker8%Sand Mandala Artist8%Inuit Ivory Carver7%Sacred Chanter7%Sand Painter (Navajo)7%Icon Painter (Byzantine)6%Kintsugi Artist6%Living National Treasure5%Master Icon Writer5%

Customer Service (5)

Telephone Operator95%Airline Reservation Agent94%Ticket Agent93%Customer Service Representative78%Technical Support Specialist58%

Education (23)

Library Technician97%Librarian85%Archivist61%University Lecturer55%Professor (Lecture-Based)49%Falconry Instructor42%Teacher (K-12)42%Museum Guide40%School Counselor35%Professor32%Librarian (Children's)30%Piano Teacher30%Voice Coach30%Teacher30%Professor (Research)26%Sign Language Teacher25%Zoo Educator25%Drama Teacher20%School Principal18%Special Education Teacher12%Navajo Code Talker Historian8%Aboriginal Songline Keeper4%Concentration Camp Memorial Guide4%

Finance (43)

Tax Preparer99%Bookkeeper98%Insurance Underwriter98%Accounting Clerk97%Bank Teller97%Payroll Clerk97%Proof Machine Operator97%Accounts Payable Clerk96%Accounts Receivable Clerk96%Billing Specialist96%Credit Checker96%Loan Officer96%Statement Clerk96%Brokerage Clerk95%Credit Authorizer95%Policy Processing Clerk95%Mortgage Processor94%New Accounts Clerk94%Securities Clerk94%Claims Adjuster93%Insurance Claims Processor92%Budget Analyst89%Real Estate Appraiser89%Auditor87%Securities Trader87%Actuary86%Financial Advisor85%Mortgage Broker83%Insurance Agent82%Treasury Analyst80%Accountant78%Loan Interviewer74%Forensic Accountant72%Insurance Investigator70%Personal Financial Advisor70%Loan Processor69%Bank Examiner68%Market Maker65%Appraiser60%Investment Banker58%Hedge Fund Manager32%CFO28%Venture Capitalist22%

Healthcare (93)

Medical Transcriptionist95%Radiologist87%Pharmacy Technician85%Medical Records Technician84%Dental Lab Technician83%Optician81%Medical Coder80%Medical Equipment Preparer78%Hospital Orderly72%Dental Hygienist65%X-Ray Technician65%Pharmacist63%Podiatric Medical Assistant60%X-Ray Equipment Repairer60%Radiologic Technologist57%Anesthesiologist56%Dermatologist55%Pathologist54%Phlebotomist52%Dental Assistant50%Optometrist50%Radiation Therapist50%Podiatrist49%Chiropractor48%Physical Therapist48%Surgical Technologist48%Nurse (Administrative)47%Veterinarian (Livestock)46%Dietitian45%Respiratory Therapist45%Nurse Practitioner44%Veterinary Technician43%Sports Nutritionist42%Nurse (Clinical)41%Dentist40%Physical Therapist Assistant39%Psychiatrist39%Occupational Therapist38%Veterinarian (Small Animal)38%Surgeon (General)37%Physician (Primary Care)36%Home Health Aide35%Speech-Language Pathologist35%Veterinarian (Equine)35%Nurse (Emergency)34%Occupational Health Doctor33%Psychologist (Clinical)32%Surgeon (Cardiac)32%Emergency Medical Technician31%Private Duty Nurse30%Doctor30%Physician (Specialist)29%Midwife28%Surgeon (Orthopedic)28%Surgeon (Neurosurgeon)27%Emergency Room Doctor26%Wilderness EMT26%Zoo Veterinarian25%Psychologist25%Pediatrician24%Athletic Trainer23%Music Therapist23%Art Therapist22%Therapist22%Surgeon20%Therapist (Couples)19%Hospice Worker18%Surgeon (Pediatric)18%Veterinarian18%Combat Medic17%Grief Counselor17%Traditional Healer16%Doula15%Therapist (Trauma)15%Palliative Care Doctor14%Neonatal Nurse13%Marriage Counselor12%Nurse (Psychiatric)12%Substance Abuse Counselor12%Nurse12%Paramedic12%Midwife (Home Birth)11%Suicide Prevention Counselor11%Addiction Counselor10%Child Life Specialist9%Palliative Care Nurse9%Conflict Zone Doctor8%NICU Nurse8%Child Psychologist7%Organ Transplant Coordinator7%Pediatric Oncologist7%Bone Setter (Traditional)5%Pediatric Hospice Nurse5%

Hospitality & Food (60)

Reservation Agent96%Reservation Clerk94%Travel Agent94%Fast Food Cook93%Counter Attendant90%Hotel Desk Clerk90%Butcher87%Cafeteria Attendant87%Brewer81%Food Preparation Worker81%Cafeteria Cook75%Concierge72%Dishwasher72%Bartender70%Waiter/Waitress63%Candy Maker61%Event Planner58%Valet58%Sommelier57%Ice Cream Maker55%Wine Steward55%Baker53%Pastry Chef49%Brewer (Craft)48%Chef (Line Cook)47%Tour Guide46%Bouncer45%Barista42%Chef (Sous)41%Olive Oil Taster41%Tea Blender41%Brewer (Master)40%Waiter40%Sushi Chef39%Cheese Maker38%Chef (Executive)37%Whiskey Distiller37%Chocolatier36%Personal Chef35%Wine Judge35%Chocolate Taster33%Sommelier (Master)33%Coffee Roaster32%Brewer (Sake)30%Cheesemaker (Artisan)30%Food Truck Owner30%Oyster Bar Shucker30%Pâtissier28%Chef28%Sake Sommelier26%Master Distiller25%Oyster Shucker24%Matcha Master23%Safari Guide20%Noodle Master19%Blind Wine Taster17%Tea Ceremony Master16%Sherpa11%Whale Watching Guide11%Reindeer Sleigh Guide9%

Legal (25)

Legal Secretary95%Title Examiner95%Title Searcher94%Stenographer90%Paralegal89%Stenotype Reporter89%Compliance Officer88%Court Clerk86%Court Reporter84%Customs Broker80%Notary Public78%Legal Researcher74%Process Server70%Bail Bond Agent65%Paralegal Researcher62%Private Investigator56%Paralegal (Contracts)51%Lawyer (Corporate)46%Immigration Lawyer45%Lawyer45%Lawyer (Criminal)37%Lawyer (Litigation)36%Judge23%Conflict Mediator16%War Crimes Tribunal Witness4%

Management & Business (16)

Compensation Analyst93%Scrum Master82%Warehouse Supervisor76%Warehouse Manager66%Property Manager64%Golf Course Superintendent62%Management Consultant58%HR Manager55%Project Manager53%Product Manager40%CEO28%Entrepreneur24%Executive Coach21%Social Entrepreneur21%CTO20%Startup Founder10%

Manufacturing & Production (120)

Assembly Line Worker93%Quality Control Inspector93%Sewing Machine Operator93%Photoengraver92%Print Binding Worker92%Textile Machine Operator92%Offset Lithographer91%Packaging Machine Operator91%Plate Finisher91%Bindery Worker90%Crushing Machine Operator90%Electronics Assembler90%Food Batchmaker90%Hand Packager90%Semiconductor Processor90%Drilling Machine Operator89%Graphic Arts Equipment Operator89%Grinding Machine Operator89%Milling Machine Operator89%Wire Drawer89%Buffing Machine Operator88%Knitting Machine Operator88%Laminator88%Lathe Operator88%Production Planner88%Hand Cutter87%Hosiery Worker87%Mixing Machine Operator87%Packer (Manual)87%Conveyor Operator86%Garment Cutter86%Lens Grinder86%Router Operator86%Freezer Operator85%Loom Fixer85%Sawing Machine Operator85%Tire Builder85%Bookbinder84%Etcher84%Gas Compressor Operator84%Machine Feeder84%Engraver83%Extruding Machine Operator83%Grain Miller83%Patternmaker83%Plating Machine Operator83%Rolling Machine Operator83%Shoe Machine Operator83%Tool Grinder83%Heat Treating Operator82%Meatpacker82%Pump Operator82%Semiconductor Fabrication Worker82%Solderer82%Zipper Mechanic82%Die Cutter81%Gluing Machine Operator81%Timing Device Assembler81%Woodworking Machine Operator81%Furnace Operator80%Kiln Operator80%Layout Worker80%Paint Sprayer80%Switchgear Operator80%Textile Presser80%Embroidery Machine Operator79%Molding Machine Operator79%Textile Bleaching Operator79%Garment Presser78%Metal Polisher78%Yarn Spinner78%Food Roasting Operator77%Machine Tool Setter77%Meat Trimmer76%Resin Caster76%Solderer (Hand)76%Factory Worker75%Textile Inspector75%Winding Machine Operator75%Coating Machine Operator74%Paper Goods Machine Tender74%Metal Casting Worker73%Silk Screen Printer73%Coremaker72%Model Maker72%Turbine Operator72%Foundry Worker71%Leather Worker71%Painting Worker (Industrial)71%Welder (Production)71%Die Maker70%Upholsterer68%Food Dehydrator Operator67%Paper Mill Worker67%Weaving Machine Setter67%Sailmaker66%Brewing Machine Operator65%Precision Instrument Maker65%Glass Cutter64%Metal Worker (Structural)60%Safety Inspector (Industrial)60%Furniture Finisher57%Boat Builder56%Nuclear Equipment Operator55%Rope Maker53%Sail Designer53%Sheet Metal Worker52%Ornamental Metalworker50%Millwright47%Watchmaker (Luxury)47%Saddler46%Cigar Roller43%Cooper43%Candle Maker42%Ship Welder40%Mechanical Fitter31%Naval Architect28%Master Bladesmith21%Sake Brewer (Toji)21%Temple Bell Caster8%

Media & Communication (46)

Linotype Operator97%Photo Developer96%Typesetter96%Newspaper Compositor95%Photographic Process Worker95%Proofreader95%Composing Room Supervisor90%Prepress Technician90%News Copywriter89%Motion Picture Projectionist88%Public Address System Announcer88%Newspaper Deliverer86%Town Crier85%Translator85%Copy Editor78%Journalist78%Web Content Writer76%Print Shop Manager75%Travel Guide Writer75%Newspaper Editor72%Weather Forecaster (TV)72%Film Processor70%Interpreter70%Editor70%Influencer60%Sound Technician60%Motion Picture Editor58%Audio Engineer56%Sound Engineering Technician55%Video Editor55%Reporter (Local News)52%Travel Blogger51%Radio Host50%Film Colorist47%Camera Operator (Studio)46%YouTuber45%Film Director35%Podcast Host35%Streamer30%Makeup Artist (Film)29%War Correspondent22%Documentary Filmmaker19%Motivational Speaker17%Investigative Journalist13%Foreign Correspondent12%War Photographer9%

Personal Services (87)

Watch Repairer98%Clock Repairer92%Coin Machine Operator91%Car Wash Attendant88%Laundry Machine Operator85%Dry Cleaning Worker84%Pest Control Worker84%Housekeeper82%Key Cutter80%Automobile Detailer78%Industrial Cleaner75%Ground Maintenance Worker73%Pest Control Applicator73%Locksmith71%Window Washer70%Laundry Worker69%Pest Control Technician69%Knife Sharpener68%Janitor66%Barber65%Shoe Repairer65%Hair Colorist64%Piano Tuner64%Exterminator63%Rodent Controller63%Dog Groomer62%Sign Language Interpreter62%Tattoo Removal Technician62%Carpet Cleaner61%Fitness Trainer (Online)61%Bicycle Repairer59%Makeup Artist59%Chimney Sweep58%Pool Technician57%Jeweler (Repair)55%Tailor (Alterations)55%Appliance Repairer54%Fitness Trainer (In-Person)54%Wedding Planner52%Cobbler50%Nail Technician50%Kennel Operator48%Locksmith (Digital)45%Skin Care Specialist45%Sports Massage Therapist44%Watch Restorer42%Wig Maker42%Tattoo Artist39%Horologist37%Herbalist36%Etiquette Coach35%Vintage Car Restorer35%Yoga Studio Owner35%Personal Trainer35%Aromatherapist30%Embalmer30%Hypnotherapist28%Undertaker28%Pet Sitter25%Trail Guide25%Horse Whisperer24%Falconer (Master)22%Funeral Director22%Master Tailor22%Shaman21%Feng Shui Consultant19%Dog Walker15%Yoga Therapist15%Hairdresser15%Yoga Instructor14%Wilderness Therapy Guide13%Nanny12%Zen Buddhist Monk11%Missionary10%Death Doula8%Maori Ta Moko Artist7%Foster Parent6%Hospice Chaplain6%Spirit Medium6%Tibetan Sand Mandala Monk6%Crisis Chaplain5%Holy Person5%Grief Ritual Leader4%Shinto Priest4%Sacred Fire Keeper3%Dalai Lama2%Pope1%

Public Service & Government (75)

Meter Reader94%Postal Service Mail Carrier94%License Clerk93%Parking Enforcement Officer93%Utility Meter Reader93%Passport Examiner88%Tax Collector88%Night Watchman80%Food Inspector78%Security Guard72%Power Plant Operator70%Sewage Plant Operator70%Crossing Guard68%Refuse Collector68%Water Treatment Operator68%Elevator Inspector67%Street Sweeper Operator66%Tax Examiner66%Immigration Inspector65%Zoning Inspector65%Fire Inspector62%Traffic Technician62%Jailer55%Patent Examiner50%Urban Planner48%Nuclear Inspector45%Heritage Consultant40%Probation Officer40%Lifeguard35%Ski Patrol35%Alpine Rescue Worker33%Wilderness Ranger31%Firefighter30%Social Worker30%Political Strategist29%Wilderness Firefighter28%Bomb Disposal Technician27%Diplomat27%Military Special Forces26%Rescue Swimmer26%Bomb Squad Commander25%Clergy25%Police Detective25%Campaign Manager24%Diplomat (Senior)20%Imam20%Hostage Negotiator19%Papal Swiss Guard18%Rabbi18%Mountain Rescue Volunteer17%Lighthouse Keeper16%Park Ranger15%Search and Rescue Dog Handler15%Youth Pastor15%Police Officer15%Military Officer15%Bomb Dog Handler14%Prison Chaplain14%Tribal Elder14%Youth Counselor14%Political Leader13%Search and Rescue Swimmer13%Aboriginal Elder12%Avalanche Dog Handler12%Humanitarian Aid Worker11%Children's Social Worker10%Firefighter (Wildland)10%Crisis Negotiator9%Disaster Relief Coordinator8%Politician8%Emergency Dispatcher (911)7%Bomb Disposal Volunteer6%Refugee Resettlement Worker6%Human Rights Investigator5%Landmine Clearance Diver5%

Retail (17)

Cashier97%Coupon Clerk97%Receipt Checker95%Stock Clerk93%Inventory Counter91%Retail Salesperson91%Counter and Rental Clerk89%Service Station Attendant88%Photo Lab Technician86%Rental Clerk85%Gift Wrapper80%Parts Salesperson78%Vending Machine Repairer72%Pawnbroker60%Gemologist58%Watch Salesperson57%Spice Trader34%

Sales & Marketing (14)

Telemarketer99%Market Research Analyst94%Telephone Solicitor91%Telephone Interviewer90%Real Estate Agent85%Door-to-Door Salesperson79%Advertising Sales Agent72%Social Media Manager68%SEO Specialist67%Media Buyer66%Yacht Broker65%Marketing Manager58%Sales Representative48%Auctioneer45%

Science & Research (46)

Mathematical Technician98%Statistical Assistant92%Weather Observer91%Survey Researcher87%Photogrammetrist85%Cartographer82%Social Science Research Assistant78%Food Scientist74%DNA Analyst72%Map Editor71%Land Surveyor69%Meteorologist65%Geologist61%Economist60%Lab Animal Caretaker55%Industrial Hygienist52%Lab Technician52%Soil Scientist52%Wood Scientist52%Wastewater Engineer50%Epidemiologist48%Flavor Chemist48%Petroleum Engineer48%Geotechnical Engineer45%Geneticist42%Research Scientist42%Wildlife Biologist41%Brewing Scientist38%Marine Biologist38%Zoologist38%Mining Engineer37%Fermentation Scientist35%Volcanologist35%Biomedical Engineer33%Ethnobotanist30%Zookeeper30%AI Researcher25%Volcanologist (Field)23%Cave Diver22%Astronaut21%Reef Restoration Diver21%Coral Biologist20%Antarctic Researcher19%Bioethicist18%Storm Chaser18%Volcanologist (Emergency)16%

Sports & Entertainment (53)

Sports Scorekeeper95%Bookmaking Clerk94%Pari-mutuel Clerk93%Umpire89%Gambling Dealer85%Slot Machine Technician85%Sports Referee85%Sports Statistician79%Water Slide Attendant78%Sports Bettor (Professional)75%Usher75%Zamboni Driver75%Background Actor72%Bowling Alley Mechanic72%Casino Pit Boss62%Sports Coach (Analytics)59%Golf Caddie55%Jockey Agent55%Dive Master54%Night Club DJ45%Race Car Mechanic42%Horse Jockey41%Musician40%Mountain Guide38%Escape Room Designer35%Racehorse Trainer35%Actor35%Ice Climber Guide34%Dive Instructor32%Actor (Voice)30%Master of Ceremonies30%Ski Instructor29%Stunt Coordinator28%Stunt Performer26%Actor (Film/Theater)25%Professional Athlete22%Dancer21%Geisha20%Opera Singer20%Stand-up Comedian20%Expedition Leader18%Karate Instructor18%Circus Performer17%Rodeo Cowboy16%Athletic Coach (Youth)15%Magician15%Puppeteer15%Master Swordsman14%Flamenco Dancer13%Kabuki Actor11%Mime10%Throat Singer10%Ventriloquist8%

Technology (43)

Keypunch Operator98%Data Analyst94%Computer Operator (Mainframe)92%Mechanical Drafter88%Technical Writer82%Webmaster82%Data Communications Analyst80%Office Machine Repairer80%Quality Assurance Tester80%QA Engineer78%Computer Repair Technician75%IT Support Specialist75%Drone Operator72%Radio Mechanic72%Programmer72%Database Administrator72%Business Analyst72%Telecom Installer71%Frontend Developer70%Systems Administrator70%Backend Developer68%Full Stack Developer67%Mobile Developer66%Fiber Optic Technician65%Software Engineer65%Network Administrator65%Cable Installer61%Mechanical Engineer56%Blockchain Developer55%Data Engineer55%Game Developer55%Data Scientist53%Site Reliability Engineer52%Cell Tower Technician50%Software Developer49%UI Developer45%Solutions Architect45%Machine Learning Engineer40%DevOps Engineer39%Embedded Systems Engineer38%Cloud Engineer37%Security Engineer35%Cybersecurity Analyst34%

Transportation & Logistics (64)

Toll Booth Operator97%Shipping Clerk93%Transit Clerk93%Scale Operator92%Parking Lot Attendant91%Shipping and Receiving Clerk91%Warehouse Worker91%Radio Dispatcher90%Dispatcher88%Order Filler88%Forklift Operator87%Long Haul Truck Driver87%Taxi Driver87%Aircraft Cargo Handler85%Loading Machine Operator85%Tank Car Loader85%Driving Instructor82%Truck Loader82%Switchyard Operator81%Bus Driver80%Delivery Driver79%Uber Driver78%Truck Dispatcher77%Coin Collector (Toll)76%Freight Agent76%Cargo Agent75%Railroad Conductor73%Lockmaster72%School Bus Driver72%Signal Maintainer72%Tire Repairer72%Truck Driver72%Railroad Switch Operator69%Locomotive Engineer68%Mover67%Dock Worker65%Avionics Technician64%Ship Pilot64%Railway Track Worker62%Ship Captain (Cargo)60%Snowplow Driver60%Warehouse Stocker60%Pilot (Commercial)59%Sailboat Captain (Charter)58%Tugboat Captain58%Flight Engineer55%Ocean Navigator55%Pilot55%Taxi Dispatcher54%Auto Mechanic50%Hot Air Balloon Pilot49%Harbor Master48%Air Traffic Controller47%Traffic Controller (Air)47%Ship Engineer44%Pilot (Helicopter)43%Ship Inspector43%Rickshaw Driver (Modern)40%Wheelhouse Officer40%Ship Loader39%Yacht Captain35%Ship Captain (Passenger)31%Gondolier27%Rickshaw Puller13%