The Work
You will review and assess datasets based on real-world equity research. Your work will help improve AI systems by keeping financial analysis accurate, clear, and useful.
You will analyze earnings reports, revise estimates, compare companies, and assess models across revenue, margins, cash flow, and valuation drivers. You will also write research summaries and event-driven updates, develop investment theses, identify company catalysts and industry trends, and give feedback on modeled research.
- Review equity research materials and datasets for accuracy and relevance.
- Analyze earnings, revise estimates, and evaluate company financial models.
- Assess peer benchmarking, valuation drivers, revenue, margins, and cash flow.
- Write concise research summaries and event-driven updates.
- Connect qualitative and quantitative factors in investment theses.
- Identify industry trends and company catalysts, then provide clear research feedback.
What It Pays and Takes
This is a remote, part-time contractor role. Prior AI training experience is not required when you bring the relevant equity research expertise.
- Pay: $175 to $300 per hour.
- Work type: Remote contract work with part-time availability.
- Location: Open to candidates across supported countries in the Americas, Europe, Asia, Africa, and the Middle East.
- Language: Fluent English.
- Background: Extensive experience as a sell-side Research Associate with direct ownership of company models and written research, or as a publishing or lead Research Analyst.
- Research experience: Coverage of multiple companies through several earnings cycles while maintaining comprehensive financial models.
- Required expertise: Earnings analysis, peer benchmarking, valuation, event-driven research, and deep knowledge of at least one sector such as banking, insurance, or biotechnology.
- Communication: Explain complex financial concepts clearly and connect business drivers to financial outcomes.
- Quality: Form and defend investment theses while maintaining accountability for research accuracy and quality.
How it works
You apply here in about two minutes and finish on the hiring platform. The next step is a short AI interview (technical roles include a coding challenge). Passing it is how you qualify for paid tasks, so take it soon after you are invited.
About AI Training Work
AI training is the human work behind artificial intelligence, including reviewing model outputs, preparing examples, and writing feedback. People with strong finance expertise are paid to help models understand financial analysis and produce more accurate research.