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TMS, LLC

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Senior Data Engineer (GenAI / AWS) | Claude Agent SDK | Amazon Bedrock | Python

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Summary

Designs and builds AWS data pipelines and document-processing workflows using Python, Step Functions, Lambda, S3, Textract, and Comprehend. Implements RAG systems with vector databases and builds AI agents using Claude Agent SDK on Amazon Bedrock, with CI/CD via GitHub Actions.

Senior Data Engineer (GenAI / AWS)

Duration: 3+ Months (Extension Possible)

Experience: 14+ years Cloud Platform: AWS Primary Language: Python

Key Responsibilities

  • Design and develop data pipelines using AWS Step Functions, Lambda, S3, Textract, and Comprehend.
  • Build automated document-processing workflows for extracting, transforming, and processing structured and unstructured data.
  • Implement document chunking, embeddings, vector indexing, and semantic search.
  • Develop and maintain vector databases and knowledge bases to support Retrieval-Augmented Generation (RAG).
  • Integrate knowledge bases with AI agents for contextual information retrieval.
  • Build AI agents using Claude Agent SDK and deploy them on Amazon Bedrock AgentCore Runtime.
  • Develop CI/CD pipelines using GitHub Actions to automate builds, testing, and deployments.
  • Optimize data pipelines for scalability, reliability, security, and performance.

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