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Sr. Data Engineer (GenAI & AWS) Remote/Hybrid with Travel

Job Description - Sr. Data Engineer (GenAI & AWS) Remote/Hybrid with Travel



Sr. Data Engineer (GenAI & AWS) Remote/Hybrid with Travel


The key is time zone coverage and so we can expand our search across the West Coast - remote/hybrid but necessarily located in the western time zones. You must be comfortable to travel to the client site for workshops/meetings. 





  1. Senior Data Engineer (GenAI / AWS)



Overall experience: 12-20+ 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.



Must-have vs. good-to-have skills














































Must-have



Good-to-have



Python, SQL



TypeScript



AWS Step Functions, Lambda, S3



AWS Glue



Amazon Textract and Comprehend



Document AI / OCR



Vector databases and embeddings



OpenSearch, Pinecone, pgvector



Document chunking and indexing



Advanced retrieval and reranking



RAG and knowledge-base integration



LangChain / LlamaIndex



Amazon Bedrock



Claude Agent SDK



GitHub Actions CI/CD



Terraform / AWS CDK



AWS IAM and API integrations



AgentCore Runtime



Important: If this individual must personally build and deploy the Claude agents, move Claude Agent SDK and AgentCore Runtime into the must-have category.


 









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