Company Analysis Expert — Event Propagation

Pay: $150 - $250/hour

About the work

We are building expert-authored forecasting and research data used to evaluate and improve AI models on real financial analysis. Each task asks a practitioner to reason from a fixed evidence cutoff — no hindsight — and document the judgment a strong analyst would have made at that moment.

This role covers company event propagation: identifying the companies related to an upcoming event and estimating how the catalyst should transmit to each of them.

What you will do

• Map suppliers, customers, competitors, distributors, substitutes and geographic exposure from EDGAR filings, footnotes, exhibits, transcripts and industry data

• Identify related companies ahead of an event and separate direct exposure from weak thematic correlation

• Estimate direction, magnitude, horizon and confidence, and name the revenue, margin, earnings or valuation mechanism behind each

• Review model-generated analyses and grade them against your own standard