The work

You would review and contribute to datasets that represent real-world equity research. Day-to-day tasks may include analyzing earnings reports, revising estimates, assessing company models, benchmarking peers, and writing concise research summaries or event-driven updates. Evaluations should address revenue, margins, cash flow, valuation drivers, industry metrics, and company-specific catalysts.

Research judgment

The work requires connecting qualitative business developments to financial outcomes and valuation. You may be asked to develop or critique an investment thesis, identify errors or weak assumptions in research content, and explain how sector-specific factors should affect forecasts. Feedback to project stakeholders also helps improve data quality and the relevance of research material used for AI training.

Screening focus

The platform is likely to verify direct ownership of company models and written research, independent coverage of multiple companies across several earnings cycles, and specialist knowledge in at least one sector. Expect follow-up questions about estimate revisions, peer selection, valuation methods, model mechanics, and times when new evidence changed your research view. No prior AI experience is required.

Logistics

This is a remote contractor engagement. The listing does not specify typical weekly hours or whether all work is asynchronous, so candidates should be ready to state their actual availability and clarify scheduling expectations before accepting work.

Pay band: $175–300/hr