Recruiter contacts you for initial details. Then a "phone" interview with a hiring manager. This was for Applied Scientist (Alexa NLP). You get provided material to prepare with. The leadership principles are unfortunately very important.
Domande di colloquio [1]
Domanda 1
Asks a couple of behaviour questions based on the Leadership principles. Then basics of ML: ensemble methods, unsupervised methods, ROC-AUC, covering the breadth. Then for the depth: workings of RNN, Transformers, LLMs. A general coding problem, probably a Leetcode easy.
Phone screen interview
Then onsite interviews: 5 interviews two on coding and three on science and a tech talk
You choose a topic for the presentation
The science interviews are: one on science depth, one on science breath and one on science applications
Domande di colloquio [1]
Domanda 1
Question on optimizers; comparing gradient decent, adam optimizer etc
Ho sostenuto un colloquio presso Amazon (Seattle, WA)
Colloquio
Applied for Amazon AGI. After first round, it will go into full round of multiple interviews. Lots of modern LLM training technic questions. There are still some behavioral questions, but less than general Amazon roles.
Interviewed with 1 phone screen, 1 coding, 2 ml design and 2 lp rounds. Most questions were non-leetcode questions more related to day to day ml implementations. The questions were very practical.