Full Stack Engineer

Full time position at our headquarters in New York City


Company Description

Onehot Labs harnesses machine learning and natural language processing to build products that make medical billing and reimbursement more efficient and cost-effective. By reducing human error, eliminating paperwork and streamlining medical billing processes, our solutions help doctors spend more time taking care of patients and allow patients to spend less time worrying about their medical bills. We are innovators, experimenters, lifelong learners, and free thinkers who strive to have a positive impact on the world around us and are working together to create a company that we all want to work at. Our pioneering tech is in use in all 50 states, and we review clinical documentation for over 1,000,000 unique patient encounters each week. Our company is already profitable allowing us to offer a wide range of “big company” benefits such as 401k, Health, Dental, Vision, HSA, FSA & more!


Ready to build on the cutting edge? Excited to work with massive amounts of medical data? Looking for the freedom to innovate and solve problems that matter? We are a small team united by our intellectual curiosity and passion for making a positive impact on our healthcare system.

We are seeking exceptional Full Stack Engineers to help develop scalable end to end machine learning systems to change the way medical billing is performed. As a Full Stack Engineer you will get the chance to work on greenfield projects that bring modern technologies to an archaic industry in need of change:

  • Build tools that make our ML systems more efficient – from data ingestion to model evaluation interfaces
  • Develop large-scale, cloud-based machine learning infrastructure and APIs to serve predictions to our clients.
  • Work closely with our ML engineers to add functionality to a wide range of machine learning and NLP applications – from supervised neural networks to voice and text based conversational agents
  • Work on green-field projects where you can make a significant positive impact on patients.


The ideal candidate will be passionate about using modern web technologies to build cutting-edge machine learning healthcare applications. We need our engineers to be versatile, display leadership qualities and be enthusiastic about tackling from end-to-end.

  • 3+ years of professional coding experience with a focus on JavaScript-based development (Node.js)
  • Experience building out APIs and web services for clients to consume
  • Knowledge of modern front-end frameworks (React/Angular/Vue.js)
  • Familiarity with Infrastructure configuration management & automation (Ansible, Chef, Terraform)
  • Advanced SQL knowledge and ability to build complex data pipelines to support machine learning
  • Good understanding of continuous integration/continuous delivery principles.
  • Experience building, controlling, and monitoring secure cloud-based platforms and infrastructure (HIPAA)
  • Have an imagination, ambition, and intense curiosity. Be innovative. Skilled in communication.
  • Collaborative and effective with others, skilled in communication.
  • Ability to thrive in a dynamic and fast paced environment.
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