Description:

The role will be responsible for designing, building, governing, and operating the enterprise vector database platform used across AI and GenAI use cases.

The candidate must combine:

- Hands-on vector database expertise preferably Oracle 26 AI / Milvus or any other vector database.
- Production experience building RAG solutions
- Strong data engineering fundamentals
- Understanding of AI data governance, security, lineage, and operational controls
- Ability to establish a new capability from the ground up

Key Responsibilities

- Design and manage vector database architecture and retrieval services.
- Build end-to-end RAG pipelines including ingestion, chunking, embedding, indexing, and retrieval.
- Develop scalable data pipelines for structured and unstructured data.
- Implement data quality, metadata, lineage, security, and access controls.
- Optimize retrieval accuracy, performance, scalability, and operational monitoring.
- Establish governance and reusable standards for enterprise AI use cases.

Required Skills & Experience

- Hands-on experience with Vector Databases (e.g.,



Milvus, Oracle AI Vector Search, Pinecone, Weaviate, Qdrant, pg Vector).
- Proven experience delivering production-grade RAG solutions.
- Solid Python, SQL, and Data Engineering expertise.
- Knowledge of embeddings, semantic search, hybrid search, reranking, and LLM integration.
- Experience with APIs, CI/CD, containers, and cloud/on-prem platforms.
- Understanding of data governance, security, lineage, and audit requirements.

Preferred

- Experience in banking or regulated industries.
- Familiarity with Lang Chain, Llama Index, Databricks, Spark, Kafka, or Airflow.
- Experience building enterprise-scale AI platforms from the ground up.

Experience

- 8+ years of total Experiance in Data & AI with 4+ years working on AI/ML data platforms, semantic search, vector databases, or GenAI solutions and 2+ years of hands-on experience designing and deploying production-grade RAG solutions.

Enable Skills-Based Hiring No

📌 AI Data Engineer – Vector Database & RAG (India)
🏢 LanceSoft Europe
📍 India