Looking back on 4 years in data science

Jonny Brooks-Bartlett, Senior machine learning engineer at Spotify, gives a talk on his experiences as a data scientist and as machine learning engineer in top rated companies around the world. It's been almost 4 years since I left academia to work as a data scientist in industry. In that time I've worked in several teams at a couple of companies. I've also spoken to many other data scientists and consulted literature to get a better picture of the current landscape. In this presentation I take you on my journey from the point at which I decided to become a data scientist to now becoming a senior machine learning engineer at a global music streaming service, Spotify. I'll describe the projects I've worked on and do a bit of a deep dive into a ranking system that I built whilst working at Deliveroo. Finally I'll discuss some observations that I have about data science in general that I hope will give a better idea about how data science works in industry and how it differs from what one might do in an academic setting. Brief bio: Jonny Brooks-Bartlett is a senior machine learning engineer at Spotify working on improving the search experience for customers. Outside of work Jonny is a keen science communicator delivering public talks on science maths and AI. He also enjoys sports and taking part in functional fitness competitions

There are no comments yet.

Please log in to write the first comment.