Symbiotic

Data Analyst

• Analyze on-chain trading activity at scale to understand user behavior, capital flows, liquidity dynamics, and protocol performance across smart contracts and blockchain networks.
• Model addresses trading activities and portfolio behavior (positions, fees, PnL, capital efficiency, APR/APY, impermanent losses, etc) using on-chain and market data.
• Extract and structure DEX and CEX data, integrating trade-level, liquidity, and pricing data to evaluate execution quality, market structure, and user strategies.
• Query and combine internal and external data sources (e.g., Dune, internal warehouses, APIs, exchange data) to build reliable datasets for research and decision-making.
• Conduct market-focused research on liquidity design, incentive structures, token emissions, staking models, and competitive positioning across protocols.
• Design and build AI-driven research pipelines that integrate on-chain data, market data, and LLMs to automate trading analysis, performance tracking, and recurring business workflows.
• Translate complex market data into actionable insights, supporting product decisions around incentives, liquidity growth, risk, and capital allocation.
• Collaborate with product, engineering, and business teams to evaluate strategy, optimize capital efficiency, and improve trading-related metrics.

Trading & Onchain Data Analyst