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Tech Stack
Tools & technologiesAirflowNumpyPandasPythonSparkSQL
About the role
Key responsibilities & impact- Designing and implementing strategies for managing risk and optimizing DeFi protocols using quantitative models, simulations, and machine learning.
- Develop tools and engines for parameter recommendations and drive impact to protocols.
- Own the whole lifecycle of protocol integrations, including building data pipelines, working closely with cross-functional teams to define the data requirements and product offering.
- Architect and refine data models and structures to support the evolving needs of DeFi analytics, simulations, methodologies and research development.
- Contribute to making our core modeling platform world-class.
- Maintain up-to-date knowledge of the latest industry trends, technologies, and techniques in software engineering.
- Optimize Aera guardian logic to improve risk-adjusted yields, trade execution quality, and capital efficiency of strategies such as Protocol-Owned Liquidity for Aera Vaults.
- Collaborate with other cross-functional teams, including internal and external teams
- Stay current with the latest industry trends, market risk vectors, and market conditions to ensure that Aera strategies stay on the cutting edge of crypto and DeFi innovation.
Requirements
What you’ll need- Minimum 4 years of direct hands-on experience trading or analyzing financial markets (crypto or traditional) professionally.
- Experience developing statistical or quantitative models for financial markets.
- Understanding of blockchain and DeFi protocols, concepts, and best practices (or a strong desire to learn).
- Proficient at writing code in Python and SQL with a solid understanding of software engineering principles.
- Knowledge of workflow orchestration (e.g., Dagster, Airflow) and distributed data processing technologies (Spark).
- Excellent understanding of statistical modeling, machine learning, and optimization algorithms.
- Experience with scientific computing packages such as Numpy/Scipy, Pandas, etc.
- Ability to quickly internalize abstract concepts in new domains, coupled with strong problem-solving skills and attention to detail.
- Ability to work independently and within a team, manage multiple projects, and meet deadlines.
- Strong communication skills and the ability to work collaboratively in a distributed team environment.
Benefits
Comp & perks- Remote first - work from anywhere in the US & CAN!
- Competitive packages with the added opportunity for incentive-based compensation
- Regular in-person company retreats and cross-country "office visit" perk
- 100% paid medical, dental and vision premiums for employees
- Laptop 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 policy
- 100% paid parental leave of 12 weeks
- Fertility benefits
ATS Keywords
✓ Tailor your resumeApplicant Tracking System Keywords
Tip: use these terms in your resume and cover letter to boost ATS matches.
Hard Skills & Tools
quantitative modelssimulationsmachine learningdata pipelinesdata modelsstatistical modelingoptimization algorithmsPythonSQLworkflow orchestration
Soft Skills
problem-solvingattention to detailindependenceteam collaborationcommunication