San Francisco + Toronto

  • Coding principles
    Whiteboard before first line of code, Stable stack, Code formatter does the work
  • Work/Life Rhythm
    Remote as needed
  • Modern Tech Stack
    Python, PyTorch, TensorFlow, Jenkins, CircleCI, Apache Spark, Kubernetes, Docker, Google Cloud Code, Flask, JavaScript, React

Our Mission

To understand and structure the world’s medical data, starting by making sense of the terabytes of clinician notes contained within the electronic health records of the world’s largest health systems.  Fathom is medical coding automation, powered by AI. What if you had a coder who could code millions of charts per day at unparalleled accuracy and cost? We're on a mission to bend the cost curve. We are a team of passionate technologists, designers, and healthcare professionals who have come together from leading organizations to fix one of the most broken pieces of the healthcare system, and we're backed by some of the best investors in the world.

Tech Stack

Machine Learning: - large scale cloud-based machine learning system - innovative data acquisition and labeling systems - crowdsourced data labeling approaches - deep learning frameworks, i.e. TensorFlow and PyTorch - natural language processing to make sense of unstructured medical data in text form - always experimenting with cutting-edge technologies and techniques Software: - Docker, Kubernetes, Spark - Javascript, React, Redux - Flask for APIs - CircleCI, Jenkins

Core Values

Excited about intelligent automation. Excited to be the 10x multiplier for each other on our team. We are comfortable operating with autonomy, and we are all cross-disciplinary and comfortable leveraging our diverse backgrounds.

Vacation & Benefits

Unlimited vacation time. We trust everyone on our team to use this responsibly and to rest and relax when needed. We encourage healthy breaks from work in order to recharge and be productive.


  • Empathy with customers
  • Stability & security

Cool Tech

  • Artificial intelligence

Day in the Life

  • Continous feedback
  • Dog friendly
  • Open floor plan
  • Great for parents

Team members

  • 15 employees

Fullstack Software Engineer

San Francisco, CA・Mid Level・Full Time


Software Engineer, Infrastructure

San Francisco, CA・Mid Level・Full Time

Machine Learning Engineer

San Francisco, CA・New Grad・Full Time

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