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Machine Learning Engineer

Gauntlet Networks New York City / San Francisco / Los Angeles / Remote

Live

$150k - $180k · Senior Full-time Posted over 2 years ago 3 min read

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.

In order to grow our impact in the DeFi space we are looking to hire experienced Machine Learning Engineers to help new and established protocols better manage the systems they’ve built. This role will require establishing a strong ability to scope, build, and maintain end to end machine learning pipelines in order to dynamically manage and tune protocols under changing market conditions to maximize their growth.

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

3+ 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
Unlimited vacation
100% paid parental leave of 12 weeks
Fertility benefits
Opportunity for incentive compensation

Please note at this time our hiring is reserved for potential employees who are able to work within the contiguous United States and Canada. Should you need alternative accommodations, please note that in your application.

The national pay range for this role is $150,000 - $180,000 base plus additional On Target Earnings potential by level and equity in the company. Our salary ranges are based on paying competitively for a company of our size and industry, and are one part of many compensation, benefits and other reward opportunities we provide. Individual pay rate decisions are based on a number of factors, including qualifications for the role, experience level, skill set, and balancing internal equity relative to peers at the company.

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What does a solidity developer do?

▼

A Solidity developer is a programmer who specializes in writing smart contracts using the Solidity programming language

Solidity is a contract-oriented, high-level language for implementing smart contracts on various blockchain platforms, such as Ethereum

The responsibilities of a Solidity developer can vary depending on the specific project they are working on, but some common tasks they might be responsible for include:

Writing and testing Solidity code for smart contracts, Debugging and troubleshooting issues with existing smart contracts
Collaborating with other members of the development team to ensure that the contracts are implemented according to the project's specifications
Keeping up-to-date with the latest developments in the Solidity and blockchain communities, and incorporating new best practices and techniques into their work
Participating in code reviews and contributing to the development of coding standards and guidelines for the project.

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What does a solidity developer do?