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      Ocado Technology

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      Machine Learning Engineer Interview

      Jan 3, 2019
      Anonymous Interview Candidate
      Sofia, Sofia (city)
      No offer
      Neutral experience
      Difficult interview

      Application

      I applied through an employee referral. The process took 2 days. I interviewed at Ocado Technology (Sofia, Sofia (city)) in Dec 2018

      Interview

      I was invited to 2 interviews, first one was about machine learning, statistics, computer science and deep learning. Second was about architecture, problem solving and team work. First interview was attended by 2 senior engineers, second was 1 senior engineer and 2 younger engineers. Overall friendly atmosphere, although i did perfect second interview, didn't get an offer which is strange, because you expect not to get invited to further interview. On first one i answered around 70% of the questions.

      Interview questions [8]

      Question 1

      Compare Unsupervised, Supervised, Reinforcement learning Formula for entropy, binomial distribution, normal distribution, mass functions. likelihood, conditional probability ,prior, conditional dependence, Attention networks
      Answer question

      Question 2

      bayse theorem, central limit theorem, curse of dimenshinelity, vanishing gradient i.i.d = identically distributed independent
      Answer question

      Question 3

      Boltzmann machine, autoencoder, gradient boosting, loss functions cross entropy imbalance of dataset UDP vs TCP, why dropout works
      Answer question

      Question 4

      types of reinforcement learning and formulas for reward
      Answer question

      Question 5

      NP complete algorithm deadloack, mutex, semaphore, monitor Programming: List comprehension List vs tuple
      Answer question

      Question 6

      wavenet, time seriers
      Answer question

      Question 7

      construct a join between 3 tables with some constraints
      Answer question

      Question 8

      Data structures: internals of a hashmap, linkedList vs arrayList, TreeSet vs HashSet, LinkedSet vs TreeSet, PrefixTree (Trie)
      Answer question
      3

      Other Machine Learning Engineer Interview Reviews for Ocado Technology

      Machine Learning Engineer Interview

      Apr 30, 2019
      Anonymous Interview Candidate
      No offer
      Negative experience
      Difficult interview

      Application

      The process took 1+ week. I interviewed at Ocado Technology

      Interview

      Didn’t cover travel costs, provided no feedback and interview was poorly organised - didn’t even provide a lunch break! Interview consisted of coding tests, creativity tests, factory tour, technical interview and a presentation on your work.

      Interview questions [1]

      Question 1

      Asked to write out machine learning basics
      Answer question
      1
      avatar
      Ocado Technology response
      7y
      We're really sorry you didn't have a good experience with us, this does not sound like it was up to the standards we set ourselves. We've passed your comments on to the Recruitment team so we can learn from them.

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