Remote Technology Director

Logo of Work & Co

Work & Co

πŸ’΅ $187k-$208k
πŸ“Remote - United States

Job highlights

Summary

Join a team of back-end developers dedicated to enhancing the HIN product for healthcare professionals, working closely with the existing Search team to deliver targeted improvements.

Requirements

  • A skilled back-end developer with a strong foundation in ETL processes, AWS Glue, and Python programming
  • Experience in deploying machine learning models on AWS, with a focus on advancing semantic search capabilities for healthcare professionals
  • Proficiency in AWS infrastructure management, including Lambda, CloudFormation, AWS Glue, and other key AWS services
  • Detail-oriented and proactive in client communication, with the ability to contribute to sprint planning and deliverables
  • Comfortable working both autonomously and collaboratively, with the capability to manage a small team (0-3 individuals) as required

Responsibilities

  • Extend our platform to provide accurate and relevant information across articles, direct messages, follow-ups, and content recommendations, tailored to the needs of healthcare professionals
  • Deploy and maintain ETL processes in AWS Glue, focusing on a complex environment containing over a terabyte of data to ensure robust performance and scalability
  • Drive improvements in semantic search, leveraging machine learning models on AWS SageMaker to adapt content to the evolving needs of HCPs
  • Implement enhancements using Python and advanced knowledge of Retrieval-Augmented Generation (RAG) concepts, optimizing query behavior and the HCP user experience
  • Develop cloud-based infrastructure using AWS CloudFormation, Lambda, and the AWS ecosystem, ensuring efficiency and reliability
  • Write comprehensive unit tests to maintain high-quality code and streamline maintenance
  • Actively participate in client-facing sprint activities and workshops, including requirement reviews and planning, while collaborating closely with PMs, Designers, and Developers to meet project goals

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