Soma Capital Portfolio Jobs

Senior ML Infrastructure Engineer (Founding AI Lead) at voice-tech healthcare software startup

Knowtex

Knowtex

Software Engineering, Other Engineering, Data Science
United States · San Francisco, CA, USA · Remote
Posted on Thursday, November 9, 2023
Full Stack Engineer / AI Lead at voice-tech healthcare software startup at Knowtex (S22)
$120K - $200K  •  0.25% - 2.00%
Making doctors 2x more efficient with AI note-taking & charge capture
San Francisco, CA, US / Remote (US)
Full-time
Any (new grads ok)
About Knowtex

At Knowtex, we’re making doctors 2x more efficient with AI note-taking and charge capture. We’re tackling physician burnout and capturing revenue leakage for healthcare organizations of all sizes using the newest voice technology and AI models available.

About the role
Skills: Node.js, Python, React, Machine Learning, Natural Language Processing, Software Architecture, PostgreSQL, Amazon Web Services (AWS)

As founding AI full-stack engineer at Knowtex, you’ll be responsible for expanding our existing web application and continuing to develop our proprietary AI models. You will work closely in our backend system that runs AI algorithms on conversation data for analysis and summarization, and enables front-end behaviors. You will also improve our front-end, used by doctors to capture conversations with patients and view AI-generated notes.

You would be leading the charge on the following:

Improving existing software

  • Use one or more deep learning libraries and platforms (e.g., TensorFlow, Caffe, Chainer, or PyTorch) to develop cutting-edge AI models for medical transcription, summarization, and analysis
  • Lead additional developers in using ML to process conversation data
  • Improve existing web application for doctors to record and upload audio and view notes
  • Use React, Postgres, Python, Javascript, and Node.js to develop our frontend and backend applications
  • Experience with AWS cloud resources

Implementing coding best practices

  • Use Github to manage changes.
  • Implement staging and production servers, CI/CD, and testing in a way that balances app stability, speed, and future development - prefer AWS
  • Make architectural decisions that enable feature changes

Implementing data best practices

  • Ensure conversation data is stored correctly to enable future insights to be gleaned
  • Ensure patient EMR data is stored in a HIPAA-compliant way
  • Use data structures that make it possible to use for algorithms later on and facilitate EMR integration.

About You

We have the following values at Knowtex and are looking for team members who:

  • Dare to be bold
  • Create generational change
  • Listen and act with empathy
  • Have integrity and transparency
  • Empower human health

About Us

You would be working directly with the founders - Stanford University Computer Science graduates who were formerly medical scribes with a passion for health tech innovation. You'll be welcomed as a new member of a tight-knit team that loves to have fun. Knowtex is based in the Bay Area.

San Francisco, CA, US / Remote (US)
Full-time
Any (new grads ok)