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The Senior Data Scientist will lead the development of analytics products for revenue cycle operations, mentor junior team members, and ensure scalable data solutions. Responsibilities include building metrics frameworks, executing complex analyses using SQL and Python, and collaborating with engineering teams to enhance client insights and relationships.
Top Skills:
DbtMetricflowPythonSnowflakeSQL
Artificial Intelligence • Enterprise Web • Information Technology • Productivity • Sales • Software • Database
The Senior Data Scientist will analyze data to drive product strategy, optimize performance, and support product launches, collaborating with cross-functional teams.
Top Skills:
A/B TestingAmplitudeHeapLookerMachine LearningMixpanelPythonRSASSQL
Blockchain • Fintech • Mobile • Payments • Software • Financial Services
Lead identity-focused data science efforts: analyze large datasets, build statistical and experimental analyses, design/measure A/B tests, create ETL and forecasts, partner with product, engineering, risk, and compliance to maintain high-quality identity data and inform policy/decisioning.
Top Skills:
Sql,Snowflake,Python,Pandas,Numpy,R,Tableau,Looker,Airflow,Mode,Prefect
Chaos Labs is the first automated, on-chain economic security system enabling crypto protocols to optimize risk management and capital efficiency while safeguarding user funds. We analyze protocol mechanics and scenario implications using world-class custom EVM simulations to provide actionable insights.
Our platform is trusted by leading protocols, including Aave, GMX, dYdX, Venus, Jupiter and others, to manage and secure billions of dollars in assets.
We are seeking a proactive and results-driven Senior Data Scientist to join our team. Reporting directly to the Head of Economic Risk and Strategy, you will play a critical role in advancing our modeling capabilities and delivering powerful data insights across decentralized finance. In this role, you will collaborate with protocol teams and internal stakeholders to support strategic research, simulation, and risk analysis.
Responsibilities:
- Work alongside leading crypto engineers and product managers to deep dive into market-leading protocols and help drive game-changing insights and predictions (see example)
- 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
- Collaborate with cross-functional teams to ensure high-quality outputs.
- Contribute to the continuous improvement and innovation of our platform.
- 4+ years of professional experience in Data Science – a must
- Strong trading background required, including experience building models and deep understanding of derivatives, pricing, financial markets, and systems
- Previous experience in FinTech
- Solid understanding of machine learning techniques and algorithms
- Hands-on experience with Python and relevant data science packages
- You love working in small, dynamic, fast-paced teams that encourage you to learn and grow
- Strong problem-solving abilities and a passion for DeFi and blockchain technology
Preferred Qualifications:
- Based in NYC with the ability to work from our Brooklyn office, or the ability to work remotely in the USA, with travel up to 30% of the year to collaborate in person with the team.
- Bonus points for prior web3 experience using Dune or writing smart contracts
- Bonus points for DeFi knowledge
- Broader understanding of crypto and blockchain ecosystem – a plus
- Demonstrated ability to work in a fast-paced, collaborative environment
Our Perks:
- Paid Time Off – 21 vacation days + 7 sick days + 8 observed U.S. company holidays
- Health Coverage – 100% employer-paid options (medical, dental & vision) for you and your dependents
- FSA / HSA Options – depending on selected health insurance plan
- Parental Leave – thoughtful policy to support your family needs
- Wellness Programs – OneMedical, Teladoc, Talkspace, and EAP
- Career Growth – opportunities in a rapidly expanding, global technology company with personalized professional development
- Pre-tax Commuter Benefits
- Compensation & Equity – competitive package aligned with growth and merit
What you need to know about the Chicago Tech Scene
With vibrant neighborhoods, great food and more affordable housing than either coast, Chicago might be the most liveable major tech hub. It is the birthplace of modern commodities and futures trading, a national hub for logistics and commerce, and home to the American Medical Association and the American Bar Association. This diverse blend of industry influences has helped Chicago emerge as a major player in verticals like fintech, biotechnology, legal tech, e-commerce and logistics technology. It’s also a major hiring center for tech companies on both coasts.
Key Facts About Chicago Tech
- Number of Tech Workers: 245,800; 5.2% of overall workforce (2024 CompTIA survey)
- Major Tech Employers: McDonald’s, John Deere, Boeing, Morningstar
- Key Industries: Artificial intelligence, biotechnology, fintech, software, logistics technology
- Funding Landscape: $2.5 billion in venture capital funding in 2024 (Pitchbook)
- Notable Investors: Pritzker Group Venture Capital, Arch Venture Partners, MATH Venture Partners, Jump Capital, Hyde Park Venture Partners
- Research Centers and Universities: Northwestern University, University of Chicago, University of Illinois Urbana-Champaign, Illinois Institute of Technology, Argonne National Laboratory, Fermi National Accelerator Laboratory
