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      Entretiens chez DeliverooEntretiens d’embauche pour Senior Machine Learning Engineer chez DeliverooEntretien chez Deliveroo


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      Entretien pour Senior Machine Learning Engineer

      12 juil. 2024
      Employé (anonyme)
      Hyderâbâd
      Offre acceptée
      Expérience positive
      Entretien moyen

      Candidature

      J'ai postulé via un recruteur. Le processus a pris 4 semaines. J'ai passé un entretien chez Deliveroo (Hyderâbâd) en juin 2024

      Entretien

      The interview process is different from the typical processes where the judgement is based on solving a hard problem. Here the assessments are based on practical knowledge and skills. There were 5 rounds: screening, assessment, ML theory, ML system design, and behavioural.

      Questions d'entretien [4]

      Question 1

      Screening: Questions about current projects, python, neural networks.
      Répondre à cette question

      Question 2

      ML Theory: Tested theoretical knowledge and core basics of Machine Learning. Topics on logistic regression, different types of loss functions, bias, variance, neural networks, regularisation and its usage.
      Répondre à cette question

      Question 3

      ML Practical: Design a system for fraud detection (when the customer is fraudulent).
      Répondre à cette question

      Question 4

      Assessment: 3 parts involving coding, code review, and creating a design doc for a problem (estimate order processing time).
      Répondre à cette question

      Autres retours d’entretien d’embauche pour un poste comme Senior Machine Learning Engineer chez Deliveroo

      Entretien pour Senior Machine Learning Engineer

      13 oct. 2022
      Candidat à l'entretien anonyme
      Londres, Angleterre
      Aucune offre
      Expérience neutre
      Entretien facile

      Candidature

      J'ai postulé via un recruteur. Le processus a pris 1 semaine. J'ai passé un entretien chez Deliveroo (Londres, Angleterre) en oct. 2022

      Entretien

      It was meant to be in three stages but I didnt pass the first stage as the interviewer felt he didnt get enough signal during the interview. The first stage used to be just project discussion but python and engineering questions have now been added which was not communicated to me prior to the interview. I mentioned that to the interviewer who apologised but still evaluates my responses.

      Questions d'entretien [12]

      Question 1

      In three tiers: - Project questions: Project questions (Based on your project) What algorithm could be used to fit data to memory when training logistic regression?
      1 réponse

      Question 2

      Describe the algorithm mentioned above
      1 réponse

      Question 3

      What is term frequency in tf-idf?
      1 réponse

      Question 4

      Python Questions: What is the difference between list and tuple?
      1 réponse

      Question 5

      What is the algorithm underlining dictionary
      1 réponse

      Question 6

      what data type cant be used as key in a dictionary?
      1 réponse

      Question 7

      What problem could occur is an empty list is used as default argument to a python function
      1 réponse

      Question 8

      What is the difference between Python class and instance variables
      1 réponse

      Question 9

      What is inheritance and give an example
      1 réponse

      Question 10

      What is Super and how is it used?
      1 réponse

      Question 11

      Engineering Questions: What is Dockerfile, image and container?
      1 réponse

      Question 12

      What is the difference between Vertical and Horizontal Scaling?
      1 réponse

      Entretien pour Senior Machine Learning Engineer

      19 avr. 2022
      Candidat à l'entretien anonyme
      Londres, Angleterre
      Aucune offre
      Expérience positive
      Entretien moyen

      Candidature

      J'ai postulé en ligne. Le processus a pris 4 semaines. J'ai passé un entretien chez Deliveroo (Londres, Angleterre) en mars 2022

      Entretien

      It was one of the best interview experience for me Recruiter was friendly and actually rooting for your success. Interviewers were knowledgeable, very professional and interesting to connect with. But the best thing about the interview was timely and detailed feedbacks between the interviews and at the end too There were total of 5 rounds (excluding recruiter screening) - Tech Screening [ELIMINATION ROUND] : It was chat about my past projects, why i took an approach for a project and some quick technical questions around that - Assignment Round [ELIMINATION ROUND]: Got a regression task to be completed in 24 - 48 hours Got feedback on first 2 rounds ONSITE ML theory round : This was the round i got the no in. I have mentioned few of the questions asked in Q/A section. ML practical round: It was more like a case study round where i was asked how would i help CRM team in detecting fraudulent tickets raised by customers. Behavioural and Business Acumen Round: Again i have mentioned major theme of questions in Q/A section and as the name goes this round revolves around behavioural aspects and its just my hypothesis but this round also plays a role in determining which role level you will be end up getting offer for. I haven't mentioned much about rounds here as Deliveroo has done a brilliant job in mentioned about it on their website.

      Questions d'entretien [4]

      Question 1

      How Logistic regression minimises its loss function ?
      1 réponse

      Question 2

      What is Regularisation ? How it works ? Why is it needed
      Répondre à cette question

      Question 3

      How imbalanced data causes issue in Classification ? How is it handled ? What are the evaluation metrics for such scenario ? Which one to choose and why ?
      Répondre à cette question

      Question 4

      Have you mentored anybody in the past ? If yes, How [Explain and further why questions on that ] How did you adjust yourself for mentoring someone? Did you have experience where you r mentoring didn't work for you and if yes, what did you do that in scenario ?
      Répondre à cette question
      2
      avatar
      Réponse de Deliveroo
      4y
      Thank you so much for taking the time to write such an extensive review. I'm sorry it didn't go further this time, but hopefully we will have an opportunity to cross paths in the future.

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