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Andreas is a Senior Scientist and has been at Spotify for nearly two years. He lives and works in Cambridge, England, the place he enjoys town’s peaceable open areas and vibrant analysis group.
7am
I often get up round 7am – I’m not a morning particular person by nature, however I’ve two younger youngsters who apparently are! We have breakfast collectively as a household and do the nursery drop-off. Then, relying on the place I’m working that day, I’ll both stroll dwelling or cycle into the workplace, listening to a podcast or audiobook on the best way.
9am
I work inside Tech Research in a crew that has a really sturdy machine studying focus, and plenty of of my colleagues are scattered throughout Europe and the US. So after I get to my desk, I test my emails to see if something pressing has are available in a single day from America and sync up asynchronously with my European teammates to begin tackling the day’s duties.
Our crew is presently engaged on a undertaking that goals to enhance personalization for Talk Audio, which covers issues like audiobooks, podcasts and so forth. We’re investigating how we will exploit advanced and sometimes non-obvious relationships amongst audio consumption knowledge, in addition to subtle machine realized representations of Talk Audio content material, equivalent to transcripts and titles.
Since I’m research-leading elements of this undertaking, I’ve plenty of conferences and planning classes each week, in addition to my traditional coding, modelling and analysis work. Overall, I get pleasure from it – I get to work with scientists, engineers and product individuals from throughout Spotify, which implies I by no means cease studying.
1pm
Our workplace is in Cambridge’s ‘tech hub’, surrounded by many different firms working in related fields. It’s nice for maintaining with outdated pals, ex-colleagues and other people in my tutorial circles, so I usually seize lunch with somebody and discuss store, if I’ve the time. When I’m working from dwelling, I eat with my companion and attempt to get a little bit of contemporary air – we dwell proper by some pretty meadows, that are the right place for a fast lunchtime stroll.
2pm
I attempt to use my mornings for lengthy stretches of uninterrupted work and duties that require extra focus. But by the afternoon, my US colleagues have woken up and my schedule is extra meeting-heavy.
Occasionally, I’ll go into London to meet up with colleagues based mostly there or visiting from Europe and the US. I additionally attempt to keep energetic within the analysis group and meet with lecturers to alternate opinions every time I can. In truth, I simply bought again from AISTATS in Valencia, the place I acquired a Test of Time Award for a paper on Deep Gaussian processes that I co-authored with my PhD supervisor, Neil Lawrence.
Machine studying is a subject that advances in a short time and it’s important to maintain up with the newest developments. But Cambridge’s tech scene and college are world-leading and I’m fortunate to have the ability to leverage the colourful tutorial group round me.
6pm
Sometimes my conferences run on, however I attempt to end round 6pm, so I can prepare dinner dinner and spend a little bit of time with my household. Now that the times are longer, my son and I’ll generally linger on the best way dwelling from nursery – our native meadows get one of the best of the night mild and it’s actually tempting to remain out after a busy day at my desk.
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