FW Control Management - Controls Room Quant Modeling Lead - Hyderabad

Control Management and Controls Room

Job Responsibilities

• Design and implement multi-agent systems supporting multi-turn reasoning, tool use, and dynamic decision-making for control management.
• Develop tools and data connections that agents use to retrieve information, validate data, and take action.
• Own orchestration logic for agent routing, state management, and workflow coordination.
• Shape agent behavior and reasoning patterns through LLM work and prompt design.
• Lead architecture decisions involving agent decomposition, memory management, and multi-agent coordination.
• Partner with data, product, and engineering teams to deliver practical agentic solutions.
• Build validation, testing, and evaluation frameworks for agent performance, accuracy, and reliability.
• Support observability and monitoring for reasoning traces, tool calls, and decision auditing.
• Create reusable agent templates, patterns, and tooling for delivery across use cases.