People with deep everyday or specialist know-how, from sports and board games to lifestyle planning and client advice, check how AI models answer real questions. This page lists open general and specialist knowledge AI training roles, checked every day.
- 146 open roles
- Listed at $6 to $165 an hour
- 88 open outside the US
- 27 part-time
Pay as listed on 2026-11-11.
These roles suit people with deep everyday or specialist knowledge that does not fit a single profession, from games and sports to customer research. The work is checking how AI models answer real questions in that area.
Each role lists its pay, weekly hours and who can apply.
Open Roles (146)
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- GeneralLibreCAD ExpertListed at $65 to $165 an hourLocation not listedView role →
- GeneralTrimble SketchUp Pro SpecialistListed at up to $150 an hourRemote, open to Brazil, China, India, the United Kingdom or the United StatesView role →
- GeneralDassault Systèmes CATIA SpecialistListed at up to $150 an hourRemote, open to China, France, Germany, India or the United StatesView role →
- GeneralBentley MicroStation SpecialistListed at up to $150 an hourRemote, open to Australia, India, United Arab Emirates, the United Kingdom or the United StatesView role →
- GeneralPTC Creo Parametric SpecialistListed at up to $150 an hourRemote, open to China, Germany, India, Mexico or the United StatesView role →
- GeneralCommercial Video Editor & Post-Production Lead (AI Evaluation)Listed at $70 to $120 an hourRemote, open to United States40 hrs/weekView role →
- General3D Generalist: Modeling, Rigging & Animation (AI Evaluation)Listed at $70 to $120 an hourRemote, open to United States40 hrs/weekView role →
- GeneralArchitectural & Interior Visualization Specialist (AI Evaluation)Listed at $70 to $120 an hourRemote, open to United States40 hrs/weekView role →
- GeneralData Analysis ExpertListed at $70 to $120 an hourRemote40 hrs/weekView role →
- GeneralCivilian Intelligence Agency Expert, U.S. & Allied GovernmentListed at $50 to $120 an hourLocation not listedView role →
- GeneralSenior Book EditorListed at $80 to $120 an hourRemoteView role →
- GeneralCombat Arms & Targeting SMEListed at $60 to $110 an hourRemoteView role →
- GeneralCyber Threat Intelligence SMEListed at $70 to $110 an hourRemoteView role →
- GeneralExcel Expert, GeneralListed at $70 to $100 an hourRemote, open to United States40 hrs/weekView role →
- GeneralMarine Geology SME, Core Logging & SedimentologyListed at $40 to $100 an hourLocation not listedView role →
- GeneralNSA / Signals Intelligence (SIGINT) ExpertListed at $50 to $100 an hourLocation not listedView role →
- GeneralDefense AnalystListed at $50 to $100 an hourLocation not listedView role →
- GeneralNational Security Technology ExpertListed at $50 to $100 an hourLocation not listedView role →
- GeneralSenior Intelligence Analyst, National SecurityListed at $50 to $100 an hourLocation not listedView role →
- GeneralNDT Subject Matter Expert, Laser Shearography (Level II / Level III)Listed at $40 to $100 an hourLocation not listedView role →
- GeneralGeopolitical Risk AdvisorListed at $50 to $100 an hourLocation not listedView role →
- GeneralMilitary Training and Readiness AdvisorListed at $50 to $100 an hourLocation not listedView role →
- GeneralIrregular Warfare ExpertListed at $50 to $100 an hourLocation not listedView role →
- GeneralAviation Subject Matter Expert, Commercial Pilot / Flight OpsListed at $40 to $100 an hourLocation not listedView role →
- GeneralNaval Subject Matter Expert (Cleared)Listed at $50 to $100 an hourLocation not listedView role →
- GeneralIntelligence Agency OfficerListed at $50 to $100 an hourLocation not listedView role →
- GeneralRed-Teaming Quality Assurance Lead (QAL)Listed at up to $100 an hourRemote, open to the United StatesView role →
- GeneralFederal Budget AnalystListed at $60 to $85 an hourLocation not listedView role →
- GeneralVeterans Service RepresentativeListed at $60 to $85 an hourLocation not listedView role →
- GeneralFederal Grants Management SpecialistListed at $60 to $85 an hourLocation not listedView role →
- GeneralGeneralist (Must own MacBook)Listed at $40 to $80 an hourRemote40 hrs/weekView role →
- GeneralMilitary Writing SpecialistListed at $40 to $80 an hourLocation not listedView role →
- GeneralHuman Intelligence Collector (HUMINT)Listed at $30 to $80 an hourRemoteView role →
- GeneralSpecial Forces OperatorListed at $40 to $80 an hourRemoteView role →
- GeneralImagery Analyst (Drone & Maritime)Listed at $35 to $80 an hourLocation not listedView role →
- GeneralSenior DoD Staff Writing SMEListed at $40 to $80 an hourLocation not listedView role →
- GeneralFighter PilotListed at $40 to $80 an hourRemoteView role →
- GeneralDefense AnalystListed at $40 to $80 an hourRemoteView role →
- GeneralFederal Staff Reporting AnalystListed at $40 to $80 an hourLocation not listedView role →
- GeneralIntelligence AnalystListed at $30 to $80 an hourRemoteView role →
- GeneralWeapons Systems OperatorListed at $40 to $80 an hourRemoteView role →
- GeneralConsumer & Lifestyle ExpertListed at $50 to $75 an hourRemote40 hrs/weekView role →
- GeneralApplication Users, Word on macOS, ProfessionalsListed at $60 to $70 an hourRemote40 hrs/weekView role →
- GeneralApplication Users, Excel on macOS, ProfessionalsListed at $60 to $70 an hourRemote40 hrs/weekView role →
- GeneralApplication Users, macOS Sonoma 14.5 Expert, ProfessionalsListed at $60 to $70 an hourRemote40 hrs/weekView role →
- GeneralGeneralist ExpertListed at $40 to $70 an hourRemote40 hrs/weekView role →
- GeneralAcademic Researcher / Postdoctoral FellowListed at $70 an hourRemote5 to 20 hrs/weekView role →
- GeneralGovernment / Public Administration ProfessionalListed at $70 an hourRemote5 to 20 hrs/weekView role →
- GeneralHumanities / Arts / Culture ProfessionalListed at $70 an hourRemote5 to 20 hrs/weekView role →
- GeneralNonprofit / Philanthropy / Community ProgramsListed at $70 an hourRemote5 to 20 hrs/weekView role →
- GeneralPolicy Researcher / Think Tank AnalystListed at $70 an hourRemote5 to 20 hrs/weekView role →
- GeneralReal Estate / Hospitality / Events ProfessionalListed at $70 an hourRemote5 to 20 hrs/weekView role →
- GeneralHumanitarian Aid RepresentativeListed at $30 to $70 an hourRemoteView role →
- GeneralKrita ExpertListed at $21 to $70 an hourLocation not listedView role →
- GeneralBilingual Norwegian Generalist Expert, AI SafetyListed at $58 to $62 an hourRemote, Norway preferred7 hrs/weekView role →
- GeneralHumanities ExpertListed at $45 to $60 an hourRemote40 hrs/weekView role →
- GeneralData Analysts & Spreadsheet Specialists (Must own MacBook)Listed at $50 to $60 an hourRemote40 hrs/weekView role →
- GeneralComputer Power Users & Automation Builders (Must own MacBook)Listed at $50 to $60 an hourRemote40 hrs/weekView role →
- GeneralVeterans Service OfficerListed at $40 to $60 an hourRemoteView role →
- GeneralEvaluation Specialist/Recent GradListed at $20 to $60 an hourRemoteView role →
- GeneralSoftwood Lumber Grader / Sawmill Quality Supervisor (Visual Grading)Listed at $20 to $60 an hourLocation not listedView role →
- GeneralSenior Cargo Condition and Securing SurveyorListed at $20 to $60 an hourLocation not listedView role →
- GeneralSenior Advanced NDT and Imaging SpecialistListed at $20 to $60 an hourLocation not listedView role →
- GeneralData AnalystListed at $31 to $60 an hourRemoteView role →
- GeneralData Privacy AnalystListed at $31 to $60 an hourRemoteView role →
- GeneralElevator Mechanic / Adjuster (QEI, Controller Troubleshooting)Listed at $20 to $60 an hourLocation not listedView role →
- GeneralFreight Railcar Carman / Car Foreman (AAR Repair)Listed at $20 to $60 an hourLocation not listedView role →
- GeneralSenior Property Damage and Restoration ExpertListed at $20 to $60 an hourLocation not listedView role →
- General3D Print Farm Operator / Print Lab SupervisorListed at $20 to $60 an hourLocation not listedView role →
- GeneralSenior Specialty Inspection Expert, Crop, Auction and RentalListed at $20 to $60 an hourLocation not listedView role →
- GeneralMarine Outboard Technician / Service ManagerListed at $20 to $60 an hourLocation not listedView role →
- GeneralSenior Vehicle Damage and Condition ExpertListed at $20 to $60 an hourLocation not listedView role →
- GeneralSenior Marine Cargo and Draft SurveyorListed at $20 to $60 an hourRemoteView role →
- GeneralSenior Technical Documentation, Parts and Annotation SpecialistListed at $20 to $60 an hourLocation not listedView role →
- GeneralScientific Glassblower (Custom Laboratory Glass Shop)Listed at $20 to $60 an hourLocation not listedView role →
- GeneralSenior Industrial Trades and Maintenance ExpertListed at $20 to $60 an hourLocation not listedView role →
- GeneralSenior Cargo and Parcel Claims ExaminerListed at $20 to $60 an hourRemoteView role →
- GeneralSenior Insurance Claims Expert (Liability, Property, Contents)Listed at $20 to $60 an hourRemoteView role →
- GeneralTechnical Task AuditorListed at $60 an hourRemote, open to 145 countriesView role →
- GeneralBilingual French Generalist Expert, AI SafetyListed at $48 to $52 an hourRemote, Western Europe preferred7 hrs/weekView role →
- GeneralBilingual German Generalist Expert, AI SafetyListed at $48 to $52 an hourRemote, Western Europe preferred7 hrs/weekView role →
- GeneralBilingual Chinese Generalist Expert, AI SafetyListed at $48 to $52 an hourRemote, East Asia preferred7 hrs/weekView role →
- GeneralBilingual Korean Generalist Expert, AI SafetyListed at $48 to $52 an hourRemote, East Asia preferred7 hrs/weekView role →
- GeneralBilingual Japanese Generalist Expert, AI SafetyListed at $48 to $52 an hourRemote, East Asia preferred7 hrs/weekView role →
- GeneralBilingual Dutch (Netherlands) Generalist Expert, AI SafetyListed at $48 to $52 an hourRemote, open to Netherlands7 hrs/weekView role →
- GeneralBilingual Finnish Generalist Expert, AI SafetyListed at $48 to $52 an hourRemote, Western Europe preferred7 hrs/weekView role →
- GeneralBilingual Danish Generalist Expert, AI SafetyListed at $48 to $52 an hourRemote, Western Europe preferred7 hrs/weekView role →
- GeneralBilingual Dutch (Belgium) Generalist Expert, AI SafetyListed at $48 to $52 an hourRemote, open to Belgium7 hrs/weekView role →
- GeneralStudent Loan SpecialistListed at $30 to $50 an hourLocation not listedView role →
- GeneralAircraft PilotListed at $30 to $50 an hourRemoteView role →
- GeneralAir Traffic ControllerListed at $30 to $50 an hourRemoteView role →
- GeneralVA Eligibility SpecialistListed at $30 to $50 an hourRemoteView role →
- GeneralGeneralistListed at $30 to $49 an hourRemote, United States onlyView role →
- GeneralBilingual Spanish Generalist Expert, AI SafetyListed at $43 to $47 an hourRemote, Western Europe preferred7 hrs/weekView role →
- GeneralBilingual Czech Generalist Expert, AI SafetyListed at $43 to $47 an hourRemote, Eastern Europe preferred7 hrs/weekView role →
- GeneralAI Agent EvaluatorListed at $25 to $45 an hourRemote, United States onlyView role →
- GeneralAI Agent Tester, Real-World TasksListed at $25 to $45 an hourRemote, United States onlyView role →
- GeneralGeneralist, Korean SpeakerListed at $20 to $45 an hourLocation not listedView role →
- GeneralNational Park RangerListed at $30 to $45 an hourRemoteView role →
- GeneralPostal ClerkListed at $30 to $45 an hourRemoteView role →
- GeneralGeneralist, Mandarin SpeakerListed at $20 to $45 an hourLocation not listedView role →
- GeneralBilingual Italian Generalist Expert, AI SafetyListed at $40 to $44 an hourRemote, Western Europe preferred7 hrs/weekView role →
- GeneralBilingual Portuguese Generalist Expert, AI SafetyListed at $40 to $44 an hourRemote, Western Europe preferred7 hrs/weekView role →
- GeneralBilingual Polish Generalist Expert, AI SafetyListed at $40 to $44 an hourRemote, Eastern Europe preferred7 hrs/weekView role →
- GeneralBilingual Russian Generalist Expert, AI SafetyListed at $38 to $42 an hourRemote, Eastern Europe preferred7 hrs/weekView role →
- GeneralBilingual Croatian Generalist Expert, AI SafetyListed at $38 to $42 an hourRemote, Eastern Europe preferred7 hrs/weekView role →
- GeneralBilingual Ukrainian Generalist Expert, AI SafetyListed at $38 to $42 an hourRemote, Eastern Europe preferred7 hrs/weekView role →
- GeneralSearch GeneralistListed at $30 to $40 an hourRemote40 hrs/weekView role →
- GeneralVideo Recorder (San Francisco)Listed at $35 to $40 an hourLocation not listedView role →
- GeneralAI Video Editor (Premiere Pro & After Effects)Listed at $20 to $40 an hourLocation not listedView role →
- General211 SpecialistListed at $30 to $40 an hourRemoteView role →
- GeneralVideo Editor SpecialistListed at $10 to $40 an hourLocation not listedView role →
- GeneralPassport Acceptance AgentListed at $30 to $40 an hourRemoteView role →
- GeneralSenior AI Video Trainer (US Based)Listed at $20 to $40 an hourLocation not listedView role →
- GeneralAI Product EvaluatorListed at $14 to $36 an hourRemote, open to United Kingdom, India, JapanView role →
- GeneralAI Image Specialist (US Based)Listed at $21 to $35 an hourLocation not listedView role →
- GeneralDigital DesignerListed at $21 to $35 an hourLocation not listedView role →
- GeneralVisual Content EvaluatorListed at $25 to $35 an hourLocation not listedView role →
- GeneralVideo Caption Auditor ExpertListed at $20 to $30 an hourRemote (worldwide)30 hrs/weekView role →
- GeneralVlogger (Insta360, DJI Osmo, GoPro MAX)Listed at $10 to $30 an hourRemoteView role →
- GeneralUsability TesterListed at $20 to $30 an hourRemoteView role →
- GeneralGmail & Google Calendar AI Assistant EvaluatorListed at $15 to $30 an hourRemote, United States onlyView role →
- GeneralCar-Mounted 360° Video RecorderListed at $15 to $30 an hourRemoteView role →
- GeneralFood Delivery AI Response EvaluatorListed at $10 to $30 an hourRemoteView role →
- GeneralFood Delivery App User TesterListed at $16 to $30 an hourRemote, United States onlyView role →
- GeneralConsumer ReviewerListed at $20 to $30 an hourRemoteView role →
- GeneralBilingual Turkish Generalist Expert, AI SafetyListed at $23 to $27 an hourRemote, MENA preferred7 hrs/weekView role →
- GeneralVideo AnnotationListed at $15 to $25 an hourLocation not listedView role →
- GeneralBilingual Hindi Generalist Expert, AI SafetyListed at $18 to $22 an hourRemote, South Asia preferred7 hrs/weekView role →
- GeneralBilingual Indonesian Generalist Expert, AI SafetyListed at $18 to $22 an hourRemote, Southeast Asia preferred7 hrs/weekView role →
- GeneralBilingual Vietnamese Generalist Expert, AI SafetyListed at $18 to $22 an hourRemote, Southeast Asia preferred7 hrs/weekView role →
- GeneralBilingual Thai Generalist Expert, AI SafetyListed at $18 to $22 an hourRemote, Southeast Asia preferred7 hrs/weekView role →
- GeneralAt Home Video Recorder (Japan)Listed at $12 to $21 an hourRemote, Japan onlyView role →
- General在宅ビデオ撮影スタッフ（日本）Listed at $12 to $17 an hourLocation not listedView role →
- GeneralSide by Side Factuality EvaluatorListed at $17 an hourRemote, open to 145 countriesView role →
- GeneralAt-Home Video RecorderListed at $15 an hourRemoteView role →
- GeneralAt-Work Video Recorder [for Business Owners]Listed at $8 to $12 an hourLocation not listedView role →
- GeneralVideo Data Annotation SpecialistListed at $8 to $10 an hourRemoteView role →
- GeneralVideo Annotation SpecialistListed at $8 to $10 an hourRemoteView role →
- GeneralVideo Data AnnotatorListed at $8 to $10 an hourRemoteView role →
- GeneralAt-Home Video Recorder (LATAM)Listed at $6 an hourRemote, Latin AmericaView role →
- GeneralPin to ProductListed at $0.15 per taskRemote, open to 145 countriesView role →
- GeneralConversation Evaluation SpecialistRemote, Latin America, Southeast Europe, Asia, AfricaView role →
- GeneralBoard Game Reasoning ExpertRemote20+ hrs/weekView role →
- GeneralSports Domain ExpertRemote40 hrs/weekView role →
- GeneralPaid Photo Contributor OpportunityRemoteView role →
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Questions
Are there general AI training jobs in AI training?
Yes. This page lists 146 open general and specialist knowledge roles from AI training platforms, checked every day. Filled roles come off the page automatically.
What do general AI training jobs in AI training pay?
The open roles on this page are listed at $6 to $165 an hour, as of the date shown with the pay. Those are the rates the listings state, not what anyone will earn.
Do I need AI experience to apply?
The roles ask for real general and specialist knowledge expertise. Most applications include an AI interview about your background, and our AI interview guide covers how to prepare.
Keep Looking
Read next: What a generalist AI trainer does.
The matcher on our AI training jobs page suggests open roles for your background. Most applications include an AI interview, so the AI interview and skills assessment guide is worth a read first.