Day: November 13, 2026

By Dr. Tamara Patzer

People who ask whether AI companies would pay for their knowledge often get stuck on a smaller question: which fields are they actually looking for? A count of open listings offers a rough answer. It is not a census of the market, but it shows where demand has clustered in the weeks the Expert Opportunity Report has been tracking.

Key Takeaways

• The Expert Opportunity Report sorts roughly 105 pages of listings and guides into 15 field categories.
• The largest groups include language and audio (18 pages), legal (13), software and security (10) and science and research (9).
• Advertised hourly ranges differ sharply by field, from $6 an hour for some at-home recording to $80 to $130 for legal expert roles.
• Listings open and close with customer projects, so a field’s ranking can change quickly.
• Every posting should be read in full before applying, since the listing page sets the requirements.

How the counts were made

The figures here come from the Expert Opportunity Report’s own index, which organizes its articles and listings into 15 field categories. The counts measure pages the site has published, not the total number of open jobs at any company. A busy field may have more pages simply because it has more variety, and a quiet field may have few. Treat the numbers as a map of attention, not a market share.

Language and audio: 18 pages

Language is the largest category, and the reason is explained by research. English dominates AI training text, so companies seek speakers of other languages to judge whether answers sound natural. The site’s notes from November 2, 2026 recorded advertised hourly ranges for bilingual roles of about $30 to $65. Audio and voice roles sit in the same family, with tasks such as recording speech or transcribing it.

Readers who want to see this field in detail can start at the site’s directory of fields, where each category links to its listings and guides, organized so a reader can browse by field.

Legal: 13 pages

Legal expertise is in demand because the cost of a wrong answer is high. micro1 lists five AI training roles for legal professionals. When checked on November 10, 2026, a paralegal-level role was listed at $50 to $70 an hour and legal expert roles at $80 to $130 an hour. Bloomberg Law reported on October 16, 2026 that advertised rates reached $400 an hour for civil rights attorneys, which shows how widely the top of the range can vary by specialty and company.

Software and security: 10 pages

Engineers review generated code, test whether it works and flag weaknesses. Bloomberg Law reported advertised rates of up to $120 an hour for software engineers. The World Economic Forum’s Future of Jobs Report 2025 ranks AI and big data, networks and cybersecurity, and technology literacy as the fastest-growing skills through 2030.

Science and research: 9 pages

Reviewers in this field may be asked to check whether an AI explanation is accurate. Bloomberg Law reported rates of up to $170 an hour for condensed-matter experts. Science roles often require advanced degrees, and the listing normally specifies the subfield.

Healthcare, education and professional services

Smaller categories can pay well because supply is thin. On November 11, 2026, ranges shown on one company’s referral page included about $25 to $35 an hour for a medical doctor role, $60 to $90 for a federal equal employment specialist role and $90 to $130 for an education practitioner role. These listings are snapshots. Rates, requirements and openings change as projects begin and end.

Creative and visual work

Photographers, designers and video producers are covered in the site’s overview of photography, production and visual evaluation roles. First-person video for robot training sits nearby. Two at-home video recorder listings posted October 19, 2026 advertised $6 an hour for a Latin America role and $15 an hour for a general role, and the full postings cover availability, location and payment terms.

Operations and leadership

A smaller set of listings looks for people who manage human data work, such as project leads who run review teams. The site covers them in its overview of human data operations and AI training leadership roles, and each posting sets its own requirements.

What the pattern suggests

Three lessons stand out. First, fields with a clear right and wrong answer, such as law, code and medicine, attract the highest advertised pay. Second, language skills create openings for people without advanced degrees. Third, entry-level recording and labeling tasks are widely available but pay far less.

None of these patterns is permanent. Companies announce projects, fill them and close them. Reading several listings over a few weeks gives a better feel for the market than any single count.

How to choose where to look

• Start with the field where you already have credentials, experience or fluency.
• Compare ranges across a few listings, not just the highest.
• Note the date a listing was posted and checked.
• Ask whether the work is contract work, and plan for your own taxes.
• Verify the company and sender before sharing personal information, because scam offers copy real listings.

Frequently asked questions

Which field pays the most?

Advertised rates are highest for scarce legal and scientific expertise, though ranges vary by company and project.

Can I apply without an advanced degree?

Some roles, such as language and audio work, ask for skills and fluency instead. Each listing sets its own requirements.

Does a bigger page count mean more jobs?

No. It shows how much the site has published, not how many positions exist.

Where can I follow new listings?

The free Expert Opportunity Report publishes a regular list of open expert and contributor roles, with the hourly range shown on each posting.

Dr. Tamara Patzer is a publisher and former newspaper editor who writes about AI and business data.

You may reach her through: info@dailysuccessinstitute.com

Sources: Expert Opportunity Report field index and listing notes, checked October 31, November 2, November 10 and November 11, 2026; Morgan Meaker, Bloomberg Law, October 16, 2026; World Economic Forum, Future of Jobs Report 2025, January 2025.

Disclaimer: The author publishes the Expert Opportunity Report and is a referral partner of micro1. This article is information, not a promise of work or income, and not legal or financial advice.