Quantitative Analyst – DeFi / Tokenomics

Apeing Labs is building the next generation of decentralized trading infrastructure — a high-speed, high-performance DEX ecosystem where social, perps, and DeFi converge. Backed by industry pioneers, we’re redefining on-chain trading through innovation, speed, and tokenized incentives.The RoleWe’re looking for a Quantitative Analyst with deep expertise in DeFi, tokenomics, and market microstructure to design, model, and optimize Apeing’s fee, rewards, and incentive economy across our DEX products. You’ll work directly with the founders, product, and engineering teams to ensure the protocol’s economics are profitable, sustainable, and scalable — balancing trader incentives, LP yield, and platform revenue.Key ResponsibilitiesDesign and model dynamic fee structures, liquidity incentives, and trader rewards across spot and perps markets.Build simulation models to test protocol profitability under varying market conditions and volumes.Analyze trading data, volume, spreads, and PnL to identify revenue optimization opportunities.Develop the logic and formulas behind points systems, rebates, and tiers for traders and liquidity providers.Collaborate with engineers to translate quantitative models into on-chain smart contract parameters.Research and benchmark incentive structures from leading DEXs (Axiom,Aster, Hyperliquid, etc.).Monitor and fine-tune parameters (funding rates, rebates, maker/taker splits) to ensure ecosystem health.Requirements3+ years of experience in quantitative finance, crypto economics, or algorithmic trading.Proficiency in Python / R / Rust and data analysis tools (NumPy, Pandas, etc.).Strong understanding of DeFi market mechanics, AMMs, and perpetual futures funding dynamics.Experience modeling fee flows, liquidity incentives, or token emissions in a crypto protocol.Exceptional analytical, mathematical, and systems-thinking skills.Curiosity for DeFi, on-chain analytics, and mechanism design.