Lead Software Engineer- Gen AI, NLP, ML
Core
Design and develop algorithms and AI applications for Consulting & Insights Technology, focusing on generative AI, agentic AI, and knowledge retrieval.
Role type
Senior IC machine-learning engineer (generative and agentic AI)
Builds
AI solutions using LLMs, NLP, deep learning, and agent architectures for knowledge retrieval and summarization
Domain
Consulting & Insights Technology / Generative AI / Agentic AI
Deliverable
production ML models
Required skills
LLMs and foundation models, transformer architectures, deep learning, embeddings, information retrieval, agent decision-making, prompt engineering, RAG, LangChain, LangGraph, hallucination mitigation, responsible AI practices
Preferred skills
None explicitly stated
Technologies
OpenAI, Anthropic, Cohere, Llama, LangChain, LangGraph, RAG, MCP
Responsibilities
Design agent architectures with planning, tool use, memory, and orchestration; Build evaluation frameworks for LLM and agent performance; Optimize model performance via fine-tuning and retrieval optimization; Design AI guardrails and mitigation approaches; Mentor team members on algorithms and AI best practices
Seniority
Senior, hands-on IC
