FREE ACCESS
5,000–10,000 jobs/day
See all jobs on JobTailor
Search thousands of fresh jobs every day.
Discover
- Fresh listings
- Fast filters
- No subscription required
Create a free account and start exploring right away.
Tech Stack
Tools & technologiesNumpyOraclePandasPython
About the role
Key responsibilities & impact- Design and implement stress testing frameworks to assess portfolio and protocol resilience under adverse market conditions
- Develop and backtest predictive models using historical on-chain and market data
- Run Monte Carlo simulations and other stochastic methods (e.g., Quasi-Monte Carlo, bootstrapping) and scenario analyses to quantify tail risks and expected loss distributions
- Conduct time series analysis to identify structural patterns, volatility regimes, and correlation dynamics across digital asset markets
- Build quantitative assessment frameworks for crypto-backed loan products, with a focus on ETH, SOL and BTC collateral
- Model liquidation risk, collateral volatility, and loan-to-value (LTV) dynamics under stressed conditions
- Support methodology development and establish ongoing monitoring processes for collateral health and margin adequacy
- Develop quantitative approaches to evaluate RWA vaults, including credit quality, liquidity profiles, and concentration risk
- Produce in-depth quantitative research and market analysis for external publication (e.g., stablecoin assessments, DeFi risk reports)
- Quantify risks embedded in DeFi protocol mechanics, including liquidity pool dynamics, oracle dependencies, and governance attack vectors
- Independently validate and back-test Particula's existing risk models to ensure accuracy, consistency, and freedom from bias
- Work with on-chain and off-chain data sources to build robust, reproducible analytical pipelines
Requirements
What you’ll need- Strong foundation in quantitative finance, statistics, or financial engineering
- Hands-on experience with Python (pandas, NumPy, SciPy, statsmodels) and/or R
- Familiarity with DeFi mechanisms, tokenomics, and crypto market microstructure
- Experience with credit risk, collateral modelling, or structured products is a strong plus
- Excellent written communication skills - able to author rigorous, publication-ready research
- Self-driven, intellectually curious, and comfortable operating in a fast-moving environment
Benefits
Comp & perks- Offsites with the team in exciting locations
- Flexible working hours in a company that relies on remote work
- Exciting product in a very dynamic market environment
- Values-based start-up culture
- Many opportunities to develop further and network with committed people
- Flat hierarchy
- Cash salary: gross annual salary & potential share options for outstanding performance
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
stress testing frameworkspredictive modelsMonte Carlo simulationstime series analysisquantitative assessment frameworksliquidation risk modelingcollateral volatility modelingquantitative approachesrisk model validationanalytical pipelines
Soft Skills
written communicationself-drivenintellectually curiousadaptability