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 and criticising papers in fields such as representation learning, NLP and speech processing.
- Participating in brainstorming sessions and research meetings with our team and external advisors, where we discuss and challenge each other’s ideas.
- Training large-scale deep learning models and thinking 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.
- 1+ 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.
- 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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