Senior Back-End Engineer - innovative healthtech/DS/ML

Location: Boston, MA
Date Posted: 05-07-2018
The focus of this ML engineering and software team is to build tools to deploy models in the clinical setting. Some of the things they're doing:
  • 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 developing backend services & REST endpoints using one or more of the following:
    • Java + Spring
    • Python + Flask
    • Python + Django
  • Fluent in best practices for secure data transmission
  • Fluent working with databases
    • 1+ relational database (Postgres, MySql, etc.)
    • 1+ NoSQL database (mongoDB, CouchDB, etc.)
    • 1+ key-value store (Redis, memcached, etc)
  • Fluent leveraging message queues for asynchronous communication (RabbitMQ, ActiveMQ, ZeroMQ, Kafka, etc.)
  • Fluent developing high-availability applications (redundancy, fault-tolerance, etc)
  • Highly comfortable using Docker
  • Highly comfortable with Apache/Nginx/HAProxy
  • Highly comfortable integrating monitoring solutions with backend services
  • Follows best practices in software development
  • Have shipped product
Nice to have
  • Comfortable with Javascript (React/Vue/Angular)
  • Comfortable with WebRTC, WebSockets, or SocketIO
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