Crum & Forster - AI Engineer

Description :

The Company :

Crum & Forster (C&F), with a proud history dating to 1822, provides specialty and standard commercial lines insurance products through our admitted and surplus lines insurance companies.

Approaching $ 6 billion in written premium as of 2024, C&F enjoys an A+ (Excellent) financial strength rating by A.M. Best.

C&F is part of Fairfax Financial Holdings, a global organization with $33.3 billion in revenue as of 2024.

Crum & Forster Services India (CFSI) is an India subsidiary of Crum & Forster Inc. The objective is to provide digital and IT services to C&F business units by creating autonomous squads focused on a specific product or a business team.

For more information about Crum & Forster, please visit our website : www.cfins.com.

Key Responsibilities :

- Design, develop, and deploy AI agents using frameworks such as LangGraph, LangChain, AutoGen, and MCP (Model Context Protocol).

- Build and maintain the supervisor agent that routes user intents and contexts to specialized AI sub-agents.

- Architect and implement RAG (Retrieval-Augmented Generation) pipelines integrating vector databases, Azure Cognitive Search, and semantic indexing.

- Develop intelligent chatbots and automation workflows for enterprise use cases using LLMs (GPT, Claude, Gemini, etc.).

- Design and optimize prompt architectures, system prompts, and prompt chaining mechanisms.

- Work with Azure AI Services (Cognitive Search, OpenAI, AI Studio, Azure Graph) and integrate them with One AIs backend.

- Implement secure, scalable cloud-based AI applications (preferably on Azure, with optional exposure to AWS or GCP).

- Develop and maintain vector stores (e.g., FAISS, Pinecone, Chroma, Azure Vector Search) for document intelligence and Q&A.

- Collaborate with product and engineering teams to implement agentic reasoning, context extraction, goal-driven routing, and LLM orchestration.

- Contribute to automation, model evaluation, and performance tuning for large-scale AI solutions.