Novoic

Senior Research Engineer

BiotechSenior
Novoic
's Mission

Novoic's mission is to predict brain disease from the way we speak - decades before routine diagnosis. Their comprehensive speech analytics platform supports clinicians to identify and monitor subtle changes in speech patterns in neurological disease.

What you'll be doing

  • Reading, analysing, criticising papers in fields such as representation learning, NLP, speech processing.
  • Generating novel research ideas and iterating on them in a very experimental fashion. Collaborating with the rest of the team, writing the research paper coming out of it.
  • Participating in brainstorming sessions and research meetings with our team or external advisors.
  • Contributing to the implementation of and maintenance of our MLOps pipeline.
  • Training large scale deep learning models and think deeply about why they might be making the predictions that they are making.
  • Developing our internal and open-source packages.
  • Writing production code to serve our trained models on the cloud.

Requirements

  • 5+ years of experience working with deep learning models in industry and/or academia.
  • Passionate about machine learning. You love reading papers, blog posts, talking about the latest trends or discussing ideas in front of a whiteboard.
  • A great engineer, capable of writing code in Python and one of PyTorch, TensorFlow, or another deep learning framework.
  • Excited about being part of a small, quickly growing startup. You want to be a part of our ambitious project. You do not mind the uncertainty that comes with early stage startups.
  • Working in healthcare is something that excites you.

Company Values

Company Benefits

  • Competitive salary and equity options arrangement.
  • 28 days of paid holiday.
  • Flexible working arrangements, including hybrid remote work policy.
  • A deep sense of meaning, having a significant role in changing the way brain diseases are diagnosed, improving the lives of millions.
  • High degree of responsibility and the opportunity to grow into a senior role as the company scales.
  • Personal development plan and half a day per week to work on your own projects.
  • Authorship on high-impact papers.
  • Paid attendance at top machine learning conferences.
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