Role overview
Founded in 2015, OpenZeppelin is the premier crypto cybersecurity technology and services company, trusted by the most used DeFi and NFT projects in the world.
Our mission is to protect the open economy, safeguarding tens of billions of dollars in funds for leading crypto organizations includingAave, Coinbase, Compound, Ethereum Foundation, TheGraph and many others.
The OpenZeppelin team, spread across 30+ countries in the world, is responsible for creating the most popular Open Source Library for Smart Contract development in the world with over 15 million downloads! The expertise we've built along the years allowed us to uncover major security vulnerabilities for some of the most well known players in the market.
What you'll work on
- Collect and prepare data from different sources and formats for machine learning models
- Research and implement promising techniques from academic papers
- Train and deploy ML models to automate various smart contract auditing tasks
- Collaborate with the engineering team to integrate ML models with existing systems
- Mentor and educate other OpenZeppellin colleagues who arenât familiar with ML
What we're looking for
- 3+ years of production ML experience training and deploying models at scale
- Strong understanding of machine learning algorithms and techniques
- Experience building and maintaining ML systems
- Experience with ML libraries such as TensorFlow, PyTorch, or scikit-learn
- Strong problem-solving and communication skills in a collaborative and remote team environment.