J'ai postulé en ligne. Le processus a pris 2 mois. J'ai passé un entretien chez Meta
Entretien
There was 1 research and 1 coding interview. The research interview consisted of 2 parts: in the first part, they asked questions about my publications, while the second part was a brainstorming session about a research problem.
Entretien moyen
Candidature
J'ai passé un entretien chez Meta
Entretien
1. One web screening (coding). This is the standard sort of leetcode question
2. One Leetcode interview. Wasn't actually hard, just some Leetcode medium question involving divide-and-conquer
3. Two interviews with research scientists. They asked me about my research direction, basically just spoke about my research for a full hour. Asked plenty of questions about my papers.
Questions d'entretien [1]
Question 1
If I have a deep neural network, and I increase the training batch size to be $K$ times larger, how should I scale my hyperparameters (learning rate, momentum)?
I had two interviews: one for research fit, where I presented my own research and the interviewer asked a lot of open-ended questions and the second was 45 minutes of ML coding (no pytorch), which was not very hard.
J'ai passé un entretien chez Meta (Menlo Park, CA)
Entretien
there is one coding round, just two lc easy questions, and 1 research round, asked about my research papers, gave hypothetical situation and asked for specific model architecture design details. Overall was pretty normal and not hard.
Questions d'entretien [1]
Question 1
1. Dot Product of Two Sparse Vectors
2. Randomly sampling K elements from a list without replacement
