Ho presentato la mia candidatura tramite un selezionatore. La procedura ha richiesto 6 settimane. Ho sostenuto un colloquio presso Google (Mountain View, CA) nel mese di set 2019
Colloquio
I was contacted by a recruiter who got my email from my PhD department's website. I had a phone screen with the recruiter who then set up a technical call for me. They said that there is either one or two technical calls before onsite depending on how well the first one goes. The technical call was not too tough - we talked through a relatively simple hypothesis testing problem for proportions. There was also a pretty basic SQL question. They invited me onsite to Mountain View for the final round. I was applying for a job in NYC, and lived in NYC, so I found this kind of surprising but they said they do all their interviewing in CA. When I arrived on the day of the interview, I was REALLY surprised to find that three out of five of my interviews were over videochat. The interviewers were on different parts of the Google campus, and they didn't want the inconvenience of walking to meet me in person (in their defense the campus is pretty big). But this seemed kind of crazy in light of me taking an almost two day trip in order to visit. This definitely colored my overall take of the company and how they treat their candidates. Nobody apologized to me for this or noted that it was strange at all. On top of that, the tech was not 100% functional. Some of the cameras were old and/or not working, leading to unnecessarily long prep before interview actually began
The actual questions were pretty tough. Most were more statistical than programming-based. They were interested in my understanding of parameter estimation for click through rate problems and also my knowledge of linear models with and without regularization (ie lasso and ridge regression). The questions seemed tough but fair. People were generally pretty nice. The last interview of the day was behavioral. It was hauntingly corporate-feeling and not what I expected from Google: "Describe a time when ..." "What is your greatest weakness" etc.
The campus in Mountain View pretty cool. It feels like you're on a college campus.
It took about 3 weeks post-onsite to get their decision.
Domande di colloquio [3]
Domanda 1
Describe how regularization works for linear models
Ho sostenuto un colloquio presso Google (Seattle, WA)
Colloquio
Lengthy. Recruiter screen followed by 4 online interviews and an invitation to on-site. They asked a bunch of questions specific to the role and expected an analysis that required industry knowledge. I wasn't told that by the recruiter and bombed.
Great people and a challenging interview process designed to select strong candidates. The hiring managers were kind, professional, and helpful throughout. I only wish I had more time to prepare beforehand. Overall, it was a positive experience.
Domande di colloquio [1]
Domanda 1
Tell me about a project where you used machine learning to solve a real problem.
Ho sostenuto un colloquio presso Google (Londra, Inghilterra)
Colloquio
They asked me some questions, then I answered them. This continued for approximately 30 minutes, at which point I departed. I have not heard from them since. It was an enjoyable experience.