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- Perform data analysis in Python to support trading decisions, strategy evaluation, and post-trade review
- Assist traders with order execution, trade reconciliation, and real-time monitoring of positions and risk
- Query and maintain internal databases (SQL) to build reports, surface anomalies, and support desk workflows
- Apply statistical and probability concepts to analyze market behavior, execution quality, and P&L attribution
- Develop working knowledge of market microstructure and exchange mechanics across the desk's asset classes
- Communicate findings and flag issues to traders and risk personnel clearly, concisely, and without delay
- Maintain rigorous accuracy and attention to detail in all desk processes, from data handling to trade capture
- 1-3 years in a quantitative, analytical, or market-facing role
- Direct trading desk experience (e.g., Execution Assistant, Assistant Trader, Quant Analyst, or Risk Analyst) preferred; exceptional candidates coming directly from top-tier undergraduate or master's programs with relevant internship experience will also be considered
- Fluency in Python for data analysis
- Strong foundation in statistics and probability
- Basic understanding of market microstructure and market mechanics
- Basic database querying skills (SQL)
- Rigorous attention to detail
- Intellectual candor and transparency
- Structured curiosity
- Concise communication Preferred Skills
- Microstructure knowledge in a specific asset class
- Advanced C++ / low-latency architecture experience
About DV Trading
DV Trading, founded in 2006 in Chicago as DV Group, is a proprietary trading firm active in commodities, equities and crypto via DV Chain, its institutional crypto desk providing liquidity and OTC services. With 400+ employees across Chicago, New York and London, DV combines market making, systematic strategies and venture via DV Crypto. Candidates need strong quantitative reasoning, risk discipline and interest in 24/7 crypto markets. DV Chain and DV Trading deploy proprietary quantitative algorithms and automated market making infrastructure to supply 24/7 liquidity across digital asset markets. DV Trading brings quantitative risk management and deep liquidity provisioning across spot markets, futures exchanges, and decentralized finance protocols.