13 Nov
|
BMW TechWorks India
|
Pune
13 Nov
BMW TechWorks India
Pune
Required Experience, minimum: 4 years
Required Experience, maximum: 6 years
- Skills: AI
- Minimum Qualification: B.Tech/B.E
Role Overview
We are looking for a hands-on Data & AI Engineer with strong expertise in Generative AI and Agentic AI to design, develop, and deploy intelligent AI applications. The role focuses on building autonomous AI agents, context-aware systems, advanced retrieval solutions, and scalable AI architectures, supported by data engineering capabilities.
Key Responsibilities
- GenAI Development: Design and develop LLM-powered applications using RAG, prompt engineering, and advanced retrieval techniques.
- Agentic AI: Build autonomous and multi-agent systems capable of reasoning, planning, tool execution, and workflow orchestration.
- Context Engineering: Develop intelligent context retrieval, semantic search, and GraphRAG solutions.
- Agent Memory: Implement short-term, long-term, and persistent memory for context-aware AI agents.
- AI Architecture: Design scalable AI services, APIs, and integrations with enterprise systems.
- AI Evaluation: Develop benchmarking, automated testing, and observability frameworks to evaluate agent performance and reliability.
- Data Integration: Build lightweight data pipelines to ingest, transform, and prepare structured and unstructured data for AI applications.
Must-Have Technical Skills
- Strong programming experience in Python and API development.
- Hands-on experience with LLMs, Generative AI, RAG, and Agentic AI.
- Experience with LangGraph, LangChain, AutoGen, or similar agent frameworks.
- Knowledge of agent orchestration, tool calling, MCP, and multi-agent workflows.
- Experience with context engineering, embeddings, semantic search, and vector databases.
- Understanding of agent memory architectures and knowledge retrieval.
- Experience with AI evaluation, benchmarking, and observability.
- Working knowledge of SQL, data integration, and cloud AI platforms (AWS/Azure).
Good-to-Have Skills
- Experience with GraphRAG, knowledge graphs, and Neo4j.
- Knowledge of AWS Bedrock, Azure AI Foundry, or similar platforms.
- Experience with Docker, Kubernetes, CI/CD, and LLMOps.
- Familiarity with data pipelines, Databricks, or Apache Spark.
- Exposure to automotive AI, connected vehicles, or intelligent car systems.
Qualifications
- Bachelor's/Master's degree in Computer Science, AI, Data Science, or related engineering discipline.
- Solid problem-solving skills and experience building production-ready AI solutions.
- Ability to independently design, prototype, and implement AI applications.
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