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How you'll contribute

  • Design and implement machine learning based algorithms that determine a wide variety of biometrics (e.g. sleep stages, HRV), detect medical conditions, and programmatically optimize our users' sleep.

  • Collaborate with Product Managers and Data Scientists to identify opportunities to impact Eight Sleep customers, and plan Client strategy.

  • Orchestrate large scale machine learning data pipelines (experience with Prefect, Airlflow, Luigi, or similar framework will be helpful). 

  • Create batch jobs (SQL, pandas / Dask, Spark) that process large scale datasets–E.g. featurization, statistical analyses, extracting insights, etc.  

  • Create production services that serve Client predictions.

What you'll need to succeed 

  • 5+ years of software engineering experience

  • High standards for code quality–i.e. you apply principles of clean code and prioritize testing.

  • 4+ of experience working in Python

  • Strong experience with Pytorch (or an equivalent deep learning framework), and a general Client toolkit: e.g. numpy, pandas, sklearn, xgboost, H20, etc.

  • Experience creating low latency production Client systems.

  • Masters Degree or PhD in Computer Science, Engineering, Physics, Mathematics, or 4+ years functioning as a machine learning engineer.  

Nice to haves:

  • Experience building casual models.

  • Experience conducting A/B tests / randomized trials.