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      Machine Learning Engineer Interview

      31 Jan 2026
      Anonymous employee
      Hyderābād

      Other Machine Learning Engineer interview reviews for Exponential AI

      Machine Learning Engineer Interview

      2 Jul 2022
      Anonymous interview candidate
      Bengaluru
      No offer
      Accepted offer
      Positive experience
      Average interview

      Application

      I applied online. I interviewed at Exponential AI (Hyderābād) in Feb 2025

      Interview

      There were two technical rounds of interviews in the selection process. The discussions primarily focused on assessing my understanding of Python, SQL, Machine Learning concepts, and data manipulation using Pandas, along with problem-solving and practical implementation skills.

      Interview questions [1]

      Question 1

      They asked an easy-level LeetCode question based on lists.
      Answer question
      Negative experience
      Average interview

      Application

      I applied through a recruiter. I interviewed at Exponential AI (Bengaluru) in Jun 2022

      Interview

      First HR contacted and asked about background, current CTC and expected CTC. Then there was 1 round of interview and questions were based on Python, Statistics and concepts of Machine Learning. After clearing round 1 there was 2nd round again based on Concepts of Machine Learning. My interview went good but they were not willing to give me the expected CTC and were only wanting to give the same amount as my current CTC, what is the point of conducting the interview if you don't want to give the candidate his/her desired compensation. HR was not good at responding back and I had to regularly ask for updates on my candidature as it was on hold after 2 rounds of interview. They should really not waste time of candidates, if they are not willing to give the desired compensation.

      Interview questions [6]

      Question 1

      What is linear regression and its assumptions?
      Answer question

      Question 2

      What is bias and variance?
      Answer question

      Question 3

      What are the different regularization methods and why do we use it.
      Answer question

      Question 4

      What is variance inflation factor?
      Answer question

      Question 5

      What is the significance of gradient descent in ML?
      Answer question

      Question 6

      How does logistic regression work and what is its cost function?
      Answer question
      4