Database Engineer - RAG Platform Developer
Core
Architect and optimize SQL and vector database infrastructure for a large-scale RAG platform serving enterprise design teams.
Role type
Senior IC Database Engineer (RAG Platform)
Builds
Scalable RAG platform, data ingestion pipelines, and full-stack GenAI application components
Domain
AI/ML infrastructure, Enterprise Design Data
Deliverable
production ML models
Required skills
Vector database management, SQL optimization, RAG pipeline design, Python, JavaScript, Hybrid search strategies, Index tuning, Embedding optimization, Disaster recovery planning, System scalability design
Preferred skills
Vector database indexing strategies, Postgres advanced features, High-concurrency workload management, LLM integration patterns, Monitoring and observability, Kubernetes for stateful applications, Architectural decision-making for scalable systems