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      Machine Learning Scientist Interview

      11 Oct 2017
      Anonymous interview candidate
      Palo Alto, CA
      No offer
      Neutral experience
      Easy interview

      Application

      I applied online. The process took 2 months. I interviewed at Amazon (Palo Alto, CA) in May 2017

      Interview

      I applied online (Machine Learning Scientist at AWS) and contacted by a recruiter after a month or so. Technical phone screening is scheduled subsequently for one week after. In the meantime, I studied for Machine Learning, Probability & Statistics, Programming questions. The interviewer was a nice person, but was a bit confused himself; and sometimes was not so clear in his questions. The questions were all Machine Learning questions, no Statistics/Probability, or Programming (even though there was a shared screen for coding). He asked about a project I've done on Machine Learning and questions mostly evolved from my answers (careful about what you say!): the difficulty level mostly depends on the knowledge you already have. The questions were overall easy and conceptual, and required a general knowledge on various topics.

      Interview questions [4]

      Question 1

      Difference between convex and non-convex cost function; what does it mean when a cost function is non-convex?
      1 Answer

      Question 2

      Difference between Generative and Discriminative models.
      1 Answer

      Question 3

      Stochastic Gradient Descent: if it is faster, why don't we always use it?
      1 Answer

      Question 4

      Text methods (latent, etc), he asked if I knew anything about these.
      Answer question
      25

      Other Machine Learning Scientist interview reviews for Amazon

      Machine Learning Scientist Interview

      12 Oct 2023
      Anonymous interview candidate
      No offer
      Negative experience
      Average interview

      Application

      I interviewed at Amazon

      Interview

      Call with a recruiter followed by technical interview. The technical interview covered broad Machine learning questions. Then the coding part. The problem required prior knowledge of a calculus theorem, which in my opinion was not fair.

      Interview questions [1]

      Question 1

      Broad ML questions + 1 coding question
      Answer question
      1

      Machine Learning Scientist Interview

      5 Feb 2022
      Anonymous employee
      Accepted offer
      Positive experience
      Easy interview

      Application

      I interviewed at Amazon

      Interview

      the interview process was nice and clear. Had two rounds of interview for the internship position. Both rounds were technical interviews. They asked my research experience and a case-study. Both had programming questions

      Interview questions [1]

      Question 1

      program k-nearest neighbour from draft
      Answer question
      1

      Machine Learning Scientist Interview

      31 Mar 2021
      Anonymous interview candidate
      No offer
      Positive experience
      Difficult interview

      Application

      I applied online. I interviewed at Amazon in Jan 2021

      Interview

      The interview process is very structured and clearly explained. The decision making on the employer's side was quite fast. The only negative factor during the interview process was that no one showed up for my first scheduled interview.

      Interview questions [1]

      Question 1

      Describe a project you are most proud of
      Answer question

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