Mercor · Finance & specialist
Commercial Operations Expert - review AI outputs in your specialty
Listed on Mercor as “Commercial Operations Expert”
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.
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About Mercor
AI-interview-based talent network. One application, voice interview with their AI, then matched to projects across coding, research, and specialist work. Pay scales with track and seniority.
Mercor review: AI-interview talent network
4.1/5 on Glassdoor, fastest-growing platform in the category (+509% YoY). What the AI video interview actually asks, real pay across coding/research/medical/legal/finance tracks ($25-$200/hr), and the project-availability problem.
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