Job Description

About the role: 

You will help design the engine powering OG.com’s liquidity. You’ll build and maintain a system for continuous, two-way quotes across thousands of simultaneous markets, bridging high-level theory and production-grade automation.
Focus: Architecting a multi-market autonomous pricing engine.

Responsibilities:

• Autonomous Valuation: Engineer the logic synthesizing global data into fair-value anchors and dynamic spreads.
• Inventory Skewing: Build self-correcting models that adjust quotes based on exposure to incentivize book-balancing.
• Defensive Design: Implement high-velocity protocols to mitigate adverse selection and information asymmetry in milliseconds.
• Risk Automation: Define the logic for warehousing risk internally versus hedging externally.
• Technical Translation: Convert mathematical strategies into scalable requirements for engineering teams.
• Risk Guardrails: Partner with the desk to define the engine’s operational boundaries and automated thresholds.
• Real-Time Leadership: Act as the technical anchor during high-leverage events, providing calibration and intervention when the system is under peak pressure.

Requirements:

Quantitative Fluency: Deep understanding of probability and binary contracts; treating every event as a shifting probability curve.

Pipeline Design: Experience building production-ready trading systems, from data ingestion to automated execution.

Applied Data Science: Successful track record of deploying predictive models that learn from microstructure and price velocity.

Systems Integrity: Expertise in building error-tolerant interfaces that remain stable under extreme throughput.