Senior Data RAG Engineer
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Job Location:
Monthly Salary:
Posted on:
4 hours ago
Vacancies:
1 Vacancy
Job Summary
Banyan Software provides the best permanent home for successful enterprise software companies their employees and customers. We are on a mission to acquire build and grow great enterprise software businesses all over the world that have dominant positions in niche vertical recent years Banyan was named the #1 fastest-growing private software company in the US on the Inc. 5000 and amongst the top 10 fastest-growing companies by the Deloitte Technology Fast 500. Founded in 2016 with a permanent capital base setup to preserve the legacy of founders Banyan focuses on a buy and hold for life strategy for growing software companies that serve specialized vertical markets.
Role Overview:
Were looking for a Senior Data Engineer with deep expertise in RAG (Retrieval-Augmented Generation) and Vector Database design to build and manage the knowledge backbone for AI compliance and insights. This role focuses on modernizing archival data ingestion and enabling real-time contextual retrieval for AI-driven systems.
Key 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.
Required Skills & Experience:
- 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).
- 810 years of experience in data engineering or AI data platforms.
Diversity Equity Inclusion & Equal Employment Opportunity at Banyan: Banyan affirms that inequality is detrimental to our Global Teams associates our Operating Companies and the communities we serve. As a collective our goal is to impact lasting change through our actions. Together we unite for equality and equity. Banyan is committed to equal employment opportunities regardless of any protected characteristic including race color genetic information creed national origin religion sex affectional or sexual orientation gender identity or expression lawful alien status ancestry age marital status or protected veteran status and will not discriminate against anyone on the basis of a disability. We support an inclusive workplace where associates excel based on personal merit qualifications experience ability and job performance.
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- Verify that all communications from our recruiting team come from an @ email address.
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Required Experience:
Senior IC
Key Skills
- Apache Hive
- S3
- Hadoop
- Redshift
- Spark
- AWS
- Apache Pig
- NoSQL
- Big Data
- Data Warehouse
- Kafka
- Scala
About Company
Banyan Software acquires, builds, and grows great enterprise software business. We preserve the legacy of your business—for you, your team, and your customers.
