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Data Scientist Jobs
Search 79+ data scientist roles from top blockchain companies
Role Overview
What is a Web3 Data Scientist?
- Applies statistical modeling and machine learning to blockchain data, token economics, and market behavior
- Works on risk models, user analytics, and protocol optimization
- Common employers include trading firms, DeFi protocols, and research-focused organizations
Salary Insights
Median Salary by Experience?
Entry-level: $150kMid-level: $196kSenior: $226k
Tech Stack
Most In-Demand Stack for Data Scientists?
python91%sql58%machine learning33%pytorch24%llm22%tensorflow14%databricks13%ai11%r11%etl11%a/b-testing10%airflow9%
Career Advice
“Data science in Web3 skews toward DeFi risk modeling, tokenomics simulation, and increasingly LLM integration. CEXs hire the most (nearly 60% of roles on our job aggregator), but market makers, stablecoin issuers, and protocols are where the most interesting problems live: liquidation risk, incentive design, wallet-behavior clustering & more.
The edge that gets you hired: combine traditional ML rigor with genuine protocol knowledge. Understand how an AMM works, what a liquidation cascade looks like onchain, and why standard A/B testing assumptions break when wallets are correlated. Build a public analysis on Dune or publish your methodology on Substack. Shipping a real model beats listing tools on a resume.”
