AI Engineer
BengaluruFull-time3–8 yrsPosted 3 months ago
Mid-level data science role at Virallens in Bengaluru. Needs 3+ years and a PhD, M.Tech or MCA.
About the role
AI Engineer at Virallens. Design, prototype & deploy retrieval‑augmented generation systems: Architect scalable RAG pipelines that combine vector search, hybrid retrieval.
What you'll do
- Design, prototype & deploy retrieval‑augmented generation systems: Architect scalable RAG pipelines that combine vector search, hybrid retrieval
- Build and integrate vector search systems (e.g. Milvus, pgvector, FAISS, Weaviate) for high‑recall retrieval across structured and unstructured data
- Develop hybrid retrieval and knowledge‑driven pipelines: Design hybrid retrieval systems that blend semantic, symbolic and graph‑based methods
- Create custom chunking and encoding strategies to store operational knowledge in vector databases and knowledge graphs
- Build knowledge graphs & integrate them into retrieval workflows: Architect knowledge graphs (Neo4j, RDF
What you need
- LLMs
- ETL
- AWS
- GCP
- Docker
- Kubernetes
Good to have
- Machine learning
- Prototyping
- Next.js
- React
- Azure