Candidatei-me online. O processo levou 1 semana. Fui entrevistado pela Booking.com em jan. de 2017
Entrevista
I received a Data Science Challenge within a week of applying. The challenge was an half-an-hour test on HackerRank. The challenge tested conceptual knowledge of machine learning algorithms and statistics. Common topics of testing were clustering, overfitting and hypothesis testing.
Perguntas de entrevista [1]
Pergunta 1
If the training error and the testing error are both high, as the number of data points increase, what measures will you take to fix the model?
Candidatei-me online. O processo levou 3 semanas. Fui entrevistado pela Booking.com (Amsterdã) em mar. de 2019
Entrevista
Start with a phone call with HR. They ask generic questions on past experience, had the feeling they tried to match keywords against a checklist. They really want you to name some ML models. The second step was an online multiple choice test on Hackerank. 12 questions, about 80% about statistics, 20% on basic machine learning (cross-validation, feature engineering). The third step was a 45-60 min skype call with 2 Data Scientists. The internet connection was unstable so we backed up on a regular phone call which didn't allow for proper communication. The initial questions are about your experience with ML models: they test your knowledge on as many details as possible. The second part of the interview is solving a business case on the fly. You explain how you'd approach it and why.
Perguntas de entrevista [3]
Pergunta 1
How does a CNN for object detection compute the detection probabilities?
Candidatei-me online. O processo levou mais de 1 semana. Fiz uma entrevista na empresa Booking.com.
Entrevista
1) Online written test on Machine Learning, statistics.
2) HR interview.
Interview process is sloppy. They will take a written test, screen your CV, ask you for interview and then send you decline e-mail for the next step. The most probable reason is availability of local candidates. Not recommended for candidates living outside Netherlands or EU. It's a waste of time.
Perguntas de entrevista [1]
Pergunta 1
What is your PhD project? Past job experience etc.