Senior Data Scientist Analyst Institutional
Summary
Own analytics for institutional counterparties on Polymarket, analyzing volume, spreads, fees, and trading behavior to quantify liquidity and risk impacts.
You will own analytics for major market makers, large takers, and brokerages. You will analyze account-level volume, flow composition, spread capture, fees, rebates, counterparty health, and trading behavior; identify concentration and churn risks; support partner reviews and negotiations; quantify effects on liquidity, spreads, and retail traders; build modeled reporting datasets; and document your analysis thoroughly.
Responsibilities
- Own analytics for major makers, takers, and brokerages
- Build account-level counterparty views
- Monitor counterparty health and identify concentration and churn risks
- Analyze trading behavior and platform economics
- Support institutional reviews and negotiations
- Quantify institutional effects on liquidity, spreads, and retail-trader experience
- Convert recurring reporting into modeled datasets
- Write end-to-end documentation
Requirements
- 7+ years in analytics, trading, or counterparty analysis
- Expert SQL using order book and transaction-level data
- Understanding of spread capture, adverse selection, inventory risk, and liquidity economics
- Ability to analyze sophisticated counterparties and explain findings commercially
- Strong communication and discretion with sensitive information
- Experience with institutional pricing, fee tiers, or rebate programs is a plus
- Familiarity with on-chain data or blockchain analytics is a plus
- Python or R for statistical work is a plus
- Experience in fintech, crypto, prediction markets, or data-intensive financial products is a plus
Benefits
- Equity
- Unlimited PTO
- Full health coverage
- Full vision coverage
- Full dental coverage
- 401k match
- New MacBook Pro
- Big display
- Accessories