Saviance · 2 months ago
Senior Data / RAG Engineer
Boston, MA
Full-time
Hybrid
Senior Level, Lead/Staff
8+ years expSaviance is a company seeking a Senior Data Engineer with expertise in Retrieval-Augmented Generation and Vector Database design. The role involves modernizing archival data ingestion and enabling real-time contextual retrieval for AI-driven systems.
Information Technology & Services
Responsibilities
Design and implement RAG Vector Databases (e.g., OpenSearch, Pinecone) using archival data from S3 / Glacier and overall data management via MS SQL Server
Modernize existing data ingestion pipelines, replacing legacy OCR-based processes with scalable ETL/ELT frameworks
Ensure data synchronization and consistency between RDS (MS SQL Server) and Vector DB for real-time AI context
Collaborate with AI, backend, and infrastructure teams to optimize retrieval performance and model access
Drive data integrity, schema evolution, and compliance readiness across systems
Qualification
Required
Proven expertise in data engineering pipelines (Kafka / MSK, ETL / ELT)
Hands-on experience with Vector Databases and RAG implementations (OpenSearch, Pinecone, FAISS, Chroma)
Strong proficiency in SQL, data modeling, and Python / C# / Go
Experience with AWS data ecosystem (S3, RDS, Glue, Lambda and related technologies)
8–10 years of experience in data engineering or AI data platforms
Company
Saviance
Saviance is a modern consulting firm providing a variety of professional services to its clients in the US.
201-500 employees
Funding
Current Stage
Growth StageLeadership Team
Rohit M.
Managing Partner
Company data provided by crunchbase