Quantitative Researcher, CeFi/DeFi Arbitrage
What research roles in crypto pay
48 salaries · our own dataMost research roles in crypto pay between $102k and $236k, with a median of $146k.
As a Quantitative Researcher on Humbility's CeFi/DeFi arbitrage team, you will monetize price discrepancies between centralized and decentralized exchanges, making DeFi markets more liquid and efficient. You join a proprietary high-frequency trading firm with 50+ quantitative researchers and software engineers who openly share ideas across CeFi, DeFi, and prediction markets.
What you'll do
- Identify inefficiencies in market microstructure and turn them into tradable ideas
- Formalize ideas as strategies and backtest them on large volumes of data
- Partner with engineers to deploy strategies and track their live performance
- Monitor and reduce latencies across exchanges, chains, and internal infrastructure
- Reverse engineer strategies of competitors
- Write up and present your findings so the whole research team can build on them
What you bring
- Curiosity about market microstructure and how prices form
- Comfort working with LLMs as part of your research and coding workflow
- A strong foundation in mathematics and statistics, including probability, statistical modeling, and time-series analysis
- Fluency in Python for research and data analysis
Nice to have
- Experience backtesting trading strategies
- A competitive mathematics, programming, or Kaggle background
- Deep understanding of stochastic processes such as stochastic calculus and point processes
- Experience working on distributed systems, particularly those requiring low-latency communications
- Familiarity with DeFi mechanics including AMMs, on-chain data, gas and block dynamics, and MEV
- Ability to write production-grade code
What we offer
- Salary of €3,500 to €10,000 gross per month
- Uncapped yearly performance bonuses with significant upside for top performers, potentially exceeding base salary
- Private health insurance
- Regular team-building activities, company events, sports, chess tournaments, and game nights
- Fully stocked kitchen and free parking at the office
About Humbility
Humbility is a proprietary high-frequency trading firm active in digital assets across CeFi, DeFi, and prediction markets. The firm builds market-neutral trading strategies by combining quantitative research with high-performance technology, and hires sharp minds across backgrounds including mathematics, physics, and other quantitative fields.
