Quantitative Operations Analyst
Core
Ensuring robustness, performance, and responsiveness of pricing and risk systems during live trading through real-time monitoring, incident response, and advanced analytics.
Role type
Quantitative Operations Analyst (Front Office)
Builds
Pricing and hedging systems, diagnostic/reporting tools, automation pipelines
Domain
Financial Trading / Quantitative Operations
Deliverable
production ML models | product features | dashboards & analysis
Required skills
Python (pandas, NumPy), real-time system monitoring, incident response, data validation, automation scripting, model performance assessment, codebase maintenance, architectural improvement proposals
Preferred skills
Experience in trading/quant/operations environments, familiarity with automation/scheduling tools (Airflow, Cron), Jupyter notebooks
Technologies
Python, pandas, NumPy, Jupyter, Airflow, Cron
Responsibilities
Monitor model performance of pricing and hedging systems; Investigate and resolve pricing, model, or data anomalies during trading hours; Perform ad hoc investigations into revenue drivers and trading flows; Build and maintain scripts and tools to automate recurring tasks; Support researchers in sourcing, cleaning, and validating data; Contribute to the shared Python codebase and identify performance bottlenecks
Seniority
Individual Contributor (IC)