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Mercor · Finance & specialist

Commercial Operations Expert - review AI outputs in your specialty

Listed on Mercor as “Commercial Operations Expert

$150/hrRemoteContractPaid in USD
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What this actually is

You bring your specialist expertise to AI evaluation. The shape of the work varies but the pattern is the same: review outputs, rate quality, write prompts, flag errors. The platform title (Commercial Operations Expert) reflects the rate band and the expertise required, not the day-to-day work.

Can you do this on your visa?

F-2 / F-4 / F-5 / F-6: open. E-1 to E-7: needs concurrent-employment permit. D-2 / D-4 students: S-3 permit, 20 hr/week cap. D-10 / D-8: case by case.

Korean tax on USD income

First 5 years in Korea: foreign-source income only taxed if remitted into Korea. After year 5: worldwide income. Full tax guide.

Original posting from Mercor

Mercor is recruiting UK-based Commercial Operations Experts for a research project with a leading frontier AI lab.

We are seeking experienced commercial leaders with 6+ years in revenue operations, commercial strategy, sales planning, or business operations.

Strong candidates have personally led annual planning cycles, quarterly business reviews, and cross-functional performance discussions, and can turn incomplete financial and sales inputs into clear priorities, decisions, owners, and deadlines.

Ideal candidates have experience at one or more ad-supported media businesses, such as:

  • Digital publishers
  • Podcast or video networks
  • Local media or sports media
  • Creator businesses
  • Ad-supported marketplaces
  • Or another leading media or advertising business with a substantial commercial planning function

Ideal candidates have experience with one or more of the following:

  • Annual and quarterly commercial planning
  • Quarterly business reviews and manager performance reviews
  • Revenue forecasting and challenging forecast assumptions
  • Commercial recovery and turnaround actions
  • Executive-level recommendations and presentations
  • Operating cadence across finance, sales, and operations

You'll help create, review, and evaluate high-quality commercial operating scenarios, leveraging your experience in commercial strategy, planning, and revenue decision-making.

Strong candidates are comfortable challenging forecasts, holding managers accountable without formal authority over every function, and writing clearly for a leadership audience.

Here are more details about the role:

  • You will be contributing high-quality training data for frontier AI systems
  • This is a full-time engagement running from 10 August 2026 to 4 September 2026
  • The project team collaborates on a UK business-hours rhythm, with live team sessions each working day and occasional evening messages
  • The project pays two weeks of garden leave at the end of the engagement, with a one month non-compete running concurrently
  • Successful contributions increase the likelihood of being selected for future Mercor projects

The vetting process involves:

  • Resume and work history screen
  • Short interview evaluating commercial operations and planning expertise

Please note: Candidates must be based in the United Kingdom and have the right to work in the United Kingdom.

Quoted from Mercor’s public listing on 2026-08-04. We don’t edit platform copy; honest framing is in the title and the “what this actually is” block above.