Opportunities at Craft portfolio companies


Software Engineer (Data Eng)



Software Engineering
Posted on Saturday, October 14, 2023

Data Engineer (Backend AWS, FHIR Mapping, API Integration)

We are seeking a skilled Data Engineer to join our team and contribute to our healthcare data mapping and modeling efforts. The ideal candidate will have experience working in the backend of AWS, mapping healthcare data to FHIR, and connecting various APIs to run inference using our transformer model.


  • Design and implement scalable data models and pipelines to support healthcare data mapping and modeling
  • Work with FHIR resources and connect healthcare APIs to run inference using our transformer model
  • Develop and maintain backend infrastructure on AWS, including serverless architectures, data storage, and compute resources
  • Collaborate with data scientists, clinicians, and software engineers to implement data-driven solutions and models
  • Monitor and troubleshoot data pipelines and infrastructure to ensure data quality and availability


  • Bachelor's or Master's degree in Computer Science or related field
  • Experience working with AWS backend infrastructure, including serverless architectures, data storage, and compute resources
  • Familiarity with FHIR resources and healthcare APIs
  • Experience with data modeling and pipeline development
  • Strong programming skills in Python
  • Expert skills in Dagster, DBT, Apache NiFi, Apache Airflow, or comparable data pipeline software
  • Excellent problem-solving and analytical skills
  • Ability to work collaboratively in a team environment

If you are a passionate Data Engineer with experience in AWS backend, FHIR mapping, and healthcare APIs, we encourage you to apply.

Compensation and Benefits

The salary for this role is $100,000 – $150,000. In addition to salary, total compensation includes the following

  • Healthcare, dental, and vision insurance for your entire family
  • Equity (stock options) valued between $50,000 - $100,000.
  • Unlimited vacation and 15+ company holidays per year
  • Work directly with the founders

At GenHealth.ai, we are transforming the healthcare industry with cutting-edge Generative AI technology. As an Engineer at our company, you will work on projects that will improve the lives of millions of patients around the world. If you are passionate about using AI to make a significant impact on the healthcare industry and have experience in scaling Transformer Neural Network in production, we encourage you to apply today!

We take pride in our focus on equity. We are a proud equal opportunity employer and encourage individuals from all backgrounds and identities to apply for this position. We believe in fostering an inclusive and diverse workplace and are committed to supporting our employees’ professional growth and development.

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