Delta Exchange
6 open roles on Maneki
Quantitative Researcher - Pricing Model
Mid / Senioron site
LOCATION
India
POSTED
1mo ago
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Job description
Role Overview
We are looking for a Quantitative Analyst / Researcher to evaluate, test, and enhance our pricing models for plain vanilla perpetual swaps and options across crypto and equity tokens. You will stress-test model assumptions, evaluate risk under extreme market regimes, and build novel models from scratch. This role requires deep expertise in raw volatility pricing, proven model validation experience, and a first-principles approach to translating technical research into production-grade quantitative models.
Key Responsibilities
Model Development & Optimization
What We Offer
We are looking for a Quantitative Analyst / Researcher to evaluate, test, and enhance our pricing models for plain vanilla perpetual swaps and options across crypto and equity tokens. You will stress-test model assumptions, evaluate risk under extreme market regimes, and build novel models from scratch. This role requires deep expertise in raw volatility pricing, proven model validation experience, and a first-principles approach to translating technical research into production-grade quantitative models.
Key Responsibilities
Model Development & Optimization
- Enhance Existing Models: Test, benchmark, and improve current pricing models for plain vanilla perps and options (crypto & equity tokens)
- Build from Scratch: Design and prototype novel mathematical models for new derivative instruments and tokenized structures
- Test Core Assumptions: Deeply audit, challenge, and empirically test underlying model assumptions against live 24/7 market data
- Validation & Governance: Perform end-to-end model validation, identifying edge cases, structural limitations, and failure points
- Risk & Stress Testing: Evaluate model performance, greeks (delta, gamma, vega), and liquidity exposure under extreme market scenarios and tail-risk events
- Volatility Analytics: Calibrate and maintain raw volatility pricing, implied volatility surfaces, skew/smile dynamics, and funding rate models
- Research Implementation: Read, critique, and implement cutting-edge technical/academic research papers to solve complex quantitative problems
- Derivatives & Volatility Expertise: Hands-on experience with derivatives pricing (options, perps), raw volatility modeling, and surface calibration
- Model Validation Background: Strong track record in model risk, backtesting, and stress testing within quantitative finance or trading environments
- First-Principles Mindset: Ability to deconstruct crypto market mechanics from first principles rather than relying strictly on legacy TradFi assumptions
- Research Capability: Ability to quickly digest and code complex formulas from technical research papers
- Technical Skills: Advanced proficiency in Python (NumPy, SciPy, Pandas) or C++ for quantitative prototyping and analysis
- Education: Master's or Ph.D. in Financial Engineering, Quantitative Finance, Mathematics, Physics, or a related field
- Domain Knowledge: Strong understanding of crypto market microstructure, funding rates, and tokenized equity/RWA assets
What We Offer
- Collaborative remote work environment that allows you to have a work life balance
- Growth framework that drives fast, continuous improvement
- Opportunity to learn and collaborate with the leadership team
- Exciting team offsites and employee engagement activities
- Competitive compensation and exposure to closely with teams
What this role requires
6 MUST-HAVES · EXTRACTED FROM THE POSTING- •Derivatives pricing experience (options, perps)
- •Raw volatility modeling and surface calibration
- •Model validation, backtesting, and stress testing
- •Advanced Python (NumPy, SciPy, Pandas) or C++
- •Master's or Ph.D. in Financial Engineering, Quantitative Finance, Mathematics, Physics, or related field
- •Crypto market microstructure and funding rates understanding
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