The team worked on CBA. The first interview was about basic stats like bias vs variance, etc., resume review, and solving Leetcode problems. I did not do well on the Leetcode problem.
Interview questions [1]
Question 1
How would I choose an estimator based on the bias vs variance trade-off?
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.
I applied online. The process took 1 week. I interviewed at Amazon (Tokyo) in Apr 2026
Interview
The interview for the Applied Scientist position primarily focused on three core components: technical questions regarding machine learning, a live coding assessment, and a detailed review of my professional experience.