Company Analysis Expert – Event Propagation

Weekday (YC W21)

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

Posted 9/18/2026part-timeRemote • United StatesSeniorLead💰 $150 - $250 per hourWebsite

Core Competencies

Role fit

Core Competencies

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Demonstrates expertise in mapping economic networks and analyzing financial data through primary filings, with a strong ability to produce accurate forecasts and research data. Possesses deep industry knowledge and the capability to evaluate model-generated analyses against established standards.

Highest-signal resume keywords

EDGAR Filings ExperienceEconomic Network MappingFinancial Analysis ExpertiseEvent-Driven Investment KnowledgePoint-in-Time Discipline

ATS Keywords

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Applicant Tracking System Keywords

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Hard Skills

Financial ForecastingData AnalysisModel Review and GradingRevenue EstimationMargin AnalysisEarnings Mechanism IdentificationValuation Mechanism Identification

Soft Skills

Analytical ThinkingJudgment Documentation

Industry Keywords

Sector PMLead Equity AnalystEvent-Driven InvestorThematic CorrelationDirect Exposure

About the role

Key responsibilities & impact

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
Produce expert-authored forecasting and research data used to evaluate and improve AI models on real financial analysis
Reason from a fixed evidence cutoff without hindsight and document the judgment a strong analyst would have made at that moment

Requirements

What you’ll need

A senior sector PM, lead equity analyst, or event-driven investor with deep knowledge of a specific industry
Hands-on experience mapping a company's economic network from primary filings, not from screens or third-party tags
Typically 8+ years of direct experience, or unusually strong evidence of equivalent performance
Experience with EDGAR filings, footnotes, exhibits, transcripts, and industry data
Ability to identify related companies ahead of an event and distinguish direct exposure from weak thematic correlation
Ability to estimate direction, magnitude, horizon, and confidence, and identify the revenue, margin, earnings, or valuation mechanism
Ability to review model-generated analyses and grade them against one's own standard
Point-in-time discipline: reason from the stated cutoff without hindsight, data leakage, confidential information, or material non-public information
Direct experience and performance on the work sample determine qualification; brand-name experience is not a hard requirement