Senior Full Stack Engineer - healthtech/DS/ML

Location: Boston, MA
Date Posted: 05-07-2018
The focus of this ML engineering and software team is to build tools used to deploy models in the clinical setting. Some of the things they are working on:
  • Building visualization tools to put model results in front of the radiologists
  • Creating orchestration tools to route data and results to key hospital systems, including insertion into physician reports
  • Developing an online learning platform to capture feedback from users to improve our models
Required skills
  • Fluent in Javascript
    • Highly comfortable in either React or Vue
    • Highly comfortable in one of Redux/Flux/Reflux/MobX/Vuex
    • Highly comfortable in ES6
  • Fluent developing backend services & REST endpoints using one of the following:
    • Java + Spring
    • Python + Flask
    • Python + Django
  • Fluent in best practices for secure data transmission
  • Highly comfortable working with databases
    • 1+ relational database (Postgres, MySql, etc.)
    • 1+ NoSQL database (MongoDB, CouchDB, etc.)
    • 1+ key-value store (Redis, Memcached, etc)
  • Highly comfortable leveraging message queues for asynchronous communication (RabbitMQ, ActiveMQ, ZeroMQ, Kafka, etc.)
  • Highly comfortable developing high-availability applications (redundancy, fault-tolerance, etc)
  • Comfortable using Docker
  • Comfortable with Apache/Nginx/HAProxy
  • Follows best practices in software development
  • Have shipped product
Nice to have
  • Familiar with Backbone/JQuery
  • Familiar with WebRTC, WebSockets, or SocketIO
  • Have worked with monitoring solutions for backend services
or
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