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Pentangle Tech Services | P5 Group Linkedin · Posted 7d ago

Senior Data Engineer

Michigan, United States

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Indexed description

Senior Data Engineer (Agentic AI / RAG Platform) - Onsite

Location: Onsite

Job Summary

We are looking for a Senior Data Engineer to build advanced AI-ready data platforms, integrating new data sources into VESSEL, enabling vectorization, and creating data foundations for Agentic AI, Retrieval-Augmented Generation (RAG), and intelligent agents.

Key Responsibilities

  • Integrate structured and unstructured data sources into VESSEL.
  • Design and implement data ingestion pipelines.
  • Create vectorized data repositories for AI applications.
  • Develop semantic search and knowledge retrieval frameworks.
  • Build data services supporting AI agents and prompt engineering.
  • Design scalable cloud-native data platforms.
  • Optimize data quality, governance, and performance.

Required Skills

  • 10+ years of experience in Data Engineering.
  • Strong expertise in Python, Spark, SQL, and data processing frameworks.
  • Experience building cloud-native data pipelines.
  • Deep understanding of vector databases and embeddings.
  • Experience with Retrieval-Augmented Generation (RAG).
  • Knowledge of Agentic AI architectures.
  • Experience designing metadata-driven data solutions.

Preferred Skills

  • Experience with Azure OpenAI, Vertex AI, LangChain, or similar frameworks.
  • Knowledge of MCP (Model Context Protocol).
  • Automotive, engineering, or manufacturing data experience


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