Overview

Deep learning has enormous promise, but developing deep learning models at scale remains extremely complex, time-consuming, and expensive. At Determined AI, we are working to change that: our revolutionary open source deep learning training platform enables deep learning engineers to train better models in less time, to seamlessly share GPU clusters, and to collaborate more effectively.

As a Systems Engineer, you will play a fundamental role building our core deep learning platform. You’ll get the chance to tackle challenging problems at the cutting edge of deep learning research and development, and to collaborate with leading machine learning researchers and engineers. You will have the opportunity (and responsibility!) to define major aspects of our product: you’ll be expected to take on a difficult problem without a clear solution, and to design, build, and iterate until we’ve reached an elegant solution that delights our customers. You will work on problems such as efficient cluster scheduling over heterogeneous GPUs, implementing cutting-edge algorithms for hyperparameter optimization, and designing systems for managing ETL pipelines and automated deployment of deep models.

Requirements

  • Strong problem solving and analytical skills
  • Excellent communication skills, both written and verbal
  • An exceptional track record of designing, implementing and shipping scalable, reliable production-quality software
  • Experience with distributed and/or concurrent software development
  • Theoretical knowledge of statistics or machine learning is not required

Preferred

  • Experience building systems for large-scale data management, analytics, cluster scheduling, stream processing, or machine learning
  • Familiarity with modern container-based cluster managers (e.g., Kubernetes, DC/OS)
  • Experience doing operations and being on-call for production systems
  • Interest or experience in machine learning and/or deep learning
  • Familiarity with hardware performance, HPC and/or scientific computing

At Determined AI, we are committed to building a team that welcomes colleagues with a diverse set of identities, backgrounds, experiences, and perspectives. We’re proud to be an equal opportunity employer and consider qualified applicants without regard to race, color, religion, sex, national origin, ancestry, age, pregnancy, citizenship, genetic information, sexual orientation, gender identity, marital or family status, veteran status, medical condition or disability.