Companies that build and test artificial intelligence systems hire outside experts, often as contractors, to check answers, label material and review work in their own fields. This newsletter collects the public listings for those roles, one field at a time.

This page is the front door. Below, the listings are sorted into 15 fields. Each field page shows the job titles, the pay each listing advertises, when it was posted, the skills it names and a separate link to apply. Find your field, open the page and read the full description before you decide.

I may be paid if you apply through the links on this page. I am not an employee or representative of the company that posts these roles.

Before you apply

Advertised ranges do not guarantee selection, a particular rate or any amount of work. Check each full description for current availability, permitted work location, required experience and payment terms before applying.

Some pages carry a notice that final role checks are still pending. Treat those as a watchlist, not a confirmed opening.

Two short guides help: how to read an AI expert job listing and how to spot a fake remote job offer.

Browse by field

Testing and data contribution (8 pages)

360 degree and specialist video recording opportunities

At home video recording opportunities

Consumer review and food delivery testing opportunities

Human data operations and AI training leadership roles

Imagery analysis and visual data review opportunities

Video annotation and AI training data opportunities

Wearable device user participation opportunities

Workplace video collection opportunities for business owners

Software and security (10 pages)

An IT management expert opportunity

Application security AI security and threat intelligence roles

Code generation competitive data science and data engineering roles

Competitive coding and coding puzzle opportunities

Frontend engineer opportunity focuses on verifiable coding tasks

Game development, annotation and generalist opportunities

Machine learning research and applied science opportunities

Mobile game and full stack development opportunities

Open source software and GitHub contributor opportunities

Software engineering opportunities across six listings

Data and AI (3 pages)

AI workflow testing and evaluation opportunities

Data analysis and chart evaluation opportunities

Data privacy analysis opportunities

Science and research (9 pages)

A marine geology and sedimentology expert opportunity

A nuclear and radiological security expert opportunity

Bioinformatics, biomedical data and medical imaging opportunities

Computer science and computational physics research roles

Life science agriculture and environmental expert roles

Life sciences computational chemistry and translational research roles

Mathematics and physics research expert opportunities

Research evaluation opportunities for experienced subject specialists

Simulation scientific visualization and fluid dynamics roles

Engineering (8 pages)

Advanced engineering and materials science expert roles

Architecture and building information modeling opportunities

CAD, PCB and electronics simulation opportunities

Engineering roles in aerospace manufacturing and simulation

Industrial inspection quality assurance and field operations roles

Mechanical design and systems engineering opportunities

STEM hardware and aerodynamics expert opportunities

Technical documentation maintenance and nondestructive testing roles

Medical (7 pages)

Family medicine and pediatric hospitalist opportunities

Hospital medicine and hospitalist review opportunities

Inpatient coding opportunities across four listings

Medical coding and chart review opportunities

Medical expert roles in coding and hospital medicine

Medical writing and clinical publication opportunities

Two listed opportunities for registered nurses

Legal (13 pages)

A legal recruiting referral partner opportunity

Additional litigation opportunities for practicing attorneys

Attorney roles in litigation and regulation

Contract and SaaS counsel opportunities

Corporate law venture capital and private equity opportunities

Investment funds structured finance and derivatives legal roles

Junior legal and law citation opportunities

Legal operations paralegal and compliance opportunities

Listed opportunities for practicing lawyers

Regulatory law opportunities across five specialties

Specialist legal opportunities in family immigration civil rights and media

Tax employment personal injury and bankruptcy legal opportunities

Transactional and in house counsel opportunities

Finance (6 pages)

Finance roles in presentations and accounting

Finance, sales and enterprise partner expert opportunities

Financial and data presentation review opportunities

Investment banking and mergers and acquisitions opportunities

Macroeconomics rates research and financial expert roles

Tax accounting and corporate financial modeling opportunities

Business and marketing (4 pages)

Management consulting and consulting specialist opportunities

Marketing and brand strategy expert opportunities

Procurement human resources and business operations opportunities

Revenue operations and CRM systems opportunities

Insurance and assessment (3 pages)

A forensic firearm and toolmark examination opportunity

Insurance claims property restoration and vehicle assessment roles

Marine cargo surveying and cargo claims opportunities

Aviation and logistics (2 pages)

Aviation opportunities for pilots and air traffic professionals

Retail hospitality and logistics operations opportunities

Government and defense (6 pages)

Defense analysis and national security research opportunities

Federal expertise and public service opportunities

Intelligence, defense and national security expert roles

Military law humanitarian law and civilian protection roles

Military operations and operational expertise opportunities

Military reporting staff writing and naval expertise roles

Public service and education (3 pages)

Community benefits, student loan and veterans service opportunities

Education and student service opportunities

Medicare enrollment and counseling opportunities

Creative and media (5 pages)

A senior book editor opportunity

Graphic design, illustration and creative review opportunities

Photo contribution and AI photo rating opportunities

Photography expert opportunities across two listings

Photography, production and visual evaluation opportunities

Language and audio (18 pages)

A French bilingual expert opportunity

A Japanese bilingual expert opportunity

A Korean bilingual expert opportunity

A Spanish bilingual expert opportunity for Mexico language expertise

Arabic voice acting opportunities for Egyptian and Saudi dialects

Audio production and music annotation opportunities

Bilingual and voice expert opportunities across nine listings

Dutch bilingual and transcription opportunities

English voice recording and voice coaching opportunities

Finnish and Norwegian transcription opportunities

German bilingual and Swiss German transcription roles

Hebrew and Turkish bilingual opportunities

Hindi Urdu and Punjabi language opportunities

Indonesian Thai and Vietnamese bilingual opportunities

Italian Russian and Polish bilingual opportunities

Mandarin and Cantonese voice and transcription roles

Portuguese bilingual and transcription opportunities

Tamil Bengali and Gujarati language opportunities

To see the full current list on the company's site, use the link below.

Browse current expert roles

Listings come from micro1's public job list. The date each page was checked appears on that page.