Gen AI Lead/Architect
Core
Design, develop, and deploy enterprise-scale Generative AI solutions focusing on Agentic AI, RAG architectures, LLM orchestration, and workflow automation.
Role type
Senior IC GenAI Lead/Architect
Builds
Enterprise GenAI platforms, multi-agent workflows, RAG pipelines, vector search solutions, and scalable AI APIs.
Domain
Financial services and technology consulting
Deliverable
production ML models | product features | infrastructure
Required skills
Generative AI and LLMs, Python, RAG architecture, vector databases, cloud platforms, MLOps, API development, prompt engineering, agent orchestration
Preferred skills
Conversational AI interfaces, MCP, workflow orchestration tools, AI governance frameworks
Technologies
LangChain, LangGraph, CrewAI, AutoGen, Semantic Kernel, Llama Index, Pinecone, Weaviate, ChromaDB, FAISS, Milvus, Elasticsearch, OpenSearch, FastAPI, Flask, Docker, Kubernetes, Terraform, AWS, Azure, GCP
Responsibilities
Lead architecture and implementation of GenAI platforms; Design Agentic AI and multi-agent workflows; Build and optimize RAG pipelines and vector search solutions; Develop AI solutions for business process automation and intelligent document processing; Build scalable APIs and microservices; Implement AI monitoring, observability, security, and governance; Optimize prompts, context management, and model performance; Drive cloud deployment, CI/CD, and MLOps practices; Mentor engineering teams and establish enterprise AI best practices.
Seniority
Senior, hands-on IC with mentorship responsibilities
