Gauntlet’s mission is to drive adoption and understanding of the financial systems of the future. Gauntlet is the platform for off-chain intelligence that drives on-chain efficiency in Decentralized Finance (DeFi). We work with protocols to manage risk, improve capital efficiency, and manage incentive spend. We also publish cutting-edge research and aim to take a leading role in defining market risk standards across the industry.
Gauntlet is building infrastructure that allows us to simulate and stress-test blockchain protocols, contracts, and network interactions at scale over a wide range of market conditions. Our models ingest a wide range of on-chain and off-chain data, and are continuously calibrated to the current crypto market structure so that our recommendations are always up-to-date. These models and infrastructure power our platform that currently manages risk and optimizes incentives for over $40B in assets.
Job Short Description
Responsibilities
Own end to end creation of ML models to dynamically optimize DeFi protocols
Contribute to making our core ML infrastructure and platform world-class
Build data models and visualizations of public blockchain data and modeling results that provide intuitive analytics to our customers to better understand our recommendations and their protocol.
Qualifications
5+ years of professional engineering experience
Proficient at writing code in Python or similar interpreted languages
Experience with scientific computing packages such as Numpy/Scipy, Jupyter, Pandas, etc.
Experience deploying and tuning ML models in a production setting
Strong communication skills and the ability to work collaboratively in a distributed team environment
Bonus Points
Experience working in the crypto industry is a plus but not required.
Enthusiasm for the space, especially DeFi, is very much desired
Smart contract development experience (e.g. Solidity)
Experience with building machine learning models at scale
Published or presented research in the space
Benefits and Perks
Remote first - work from anywhere!
Regular in-person company retreats and cross-country “office visit” perk
100% paid medical, dental and vision premiums for employees
Laptop, monitor, keyboard and mouse setup provided
$1,000 WFH stipend upon joining
$100 per month reimbursement for fitness-related expenses
Monthly reimbursement for home internet, phone, and cellular data