AI Engineer - Automotive
Core
Design, develop, and optimize generative AI applications and RAG pipelines for the BMW Group, focusing on model evaluation, data integration, and LLM orchestration.
Role type
Senior Generative AI Engineer (Automotive)
Builds
Production-ready GenAI applications, RAG pipelines, and AI-driven solutions for automotive business units.
Domain
Automotive industry, Generative AI, Large Language Models (LLM)
Deliverable
production ML models
Required skills
Python, LLM APIs (OpenAI, Anthropic, Azure OpenAI), LLM orchestration (LangGraph), RAG architectures, vector databases, data ingestion/preprocessing, MLOps/LLMOps, software engineering best practices
Preferred skills
Experience with BMW Group, knowledge of automotive domain
Technologies
Snowflake, PostgreSQL, LangGraph, OpenAI, Anthropic, Azure OpenAI
Responsibilities
Drive architecture and development of (generative) AI applications with focus on model evaluation, RAG, and prompt engineering; Implement end-to-end RAG pipelines and integrate with internal data sources; Design and integrate data storage using vector search and relational databases; Analyze and integrate data from various sources ensuring high data quality; Experiment with LLM models to improve performance and reliability; Establish engineering practices for GenAI applications including testing, observability, and security; Collaborate with AI platform team to scale AI capabilities across BMW Group; Work with business units to leverage AI models for real-world applications.
Seniority
Senior, hands-on IC