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Senior Data Scientist

Chaos Labs

Chaos Labs

Data Science
Tel Aviv-Yafo, Israel
Posted on Thursday, June 29, 2023

Senior Data Scientist

Tel Aviv




Chaos Labs is the first automated, on-chain economic security system enabling crypto protocols to optimize risk management and capital efficiency while protecting user funds. We use world-class custom EVM simulations to understand protocol mechanics and scenario implications.

Leading protocols use our platform and tools, helping them manage and secure billions of dollars in assets, including Aave, GMX, Benqi, Uniswap, and more.


  • Lead and drive innovative research to understand how different actors in the crypto market behave and interact, and drive modeling of such actors into Chaos Labs’ simulation platform
  • Present your insights and suggestions to audiences both internally and externally with the opportunity to publish industry-defining research
  • Explore new algorithms and techniques to surface insights in DeFi security and optimizations
  • Build data models and visualizations of public blockchain data and simulation results that provide intuitive analytics to customers such as AAVE, Uniswap, dydx and others


  • 4+ years of professional experience in Data Science
  • Previous experience in FinTech or DeFi domains
  • Solid understanding of machine learning techniques and algorithms
  • Hands-on experience with Python and relevant data science packages
  • Must have hands-on experience in model development, production-grade implementation, and performance monitoring.
  • Broader understanding of crypto and blockchain ecosystem - Advantage
  • Prior web3 experience using Dune or writing smart contracts - Advantage
  • MSc+ in Statistics, Computer Science, Mathematics, or equivalent quantitative field - Advantage

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