Job Description

Key Responsibilities:

  • 1. Trading Operations and P&L Analysis with AI
  • Manage the end-to-end lifecycle of trades across multi-asset classes. Develop agentic AI workflows using Python (ML) and MLOps tools to automate manual operations and reconciliations
  • Perform daily P&L attribution and explain variance by decomposing market moves, Greeks, and new activity. Leverage AI/ML frameworks OpenAI API, LangChain, or local LLMs) to build intelligent agents for anomaly detection in trade data and automated commentary generation for P&L reports.
  • Ensure data integrity across trading systems, middle-office platforms, and downstream finance ledgers.
  • 2. Risk Monitoring & Control
  • Intelligent Risk Management: Develop real-time, AI-driven risk models that use machine learning to predict market volatility and alert the desk to emerging cross-market risks.
  • Develop and maintain sophisticated risk reporting dashboards for the desk.
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