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      Principal Machine Learning Use Case Engineer Interview

      Sep 18, 2019
      Anonymous Interview Candidate
      Cambridge, England
      No offer
      Positive experience

      Application

      I applied online. The process took 2 months. I interviewed at Arm (Cambridge, England) in Sep 2019

      Interview

      The process went through a phone screening, a Skype-based high-level technical interview, and a Skype-based more detailed technical interview. We stopped the process at that point, although there was an initial plan for an on-site detailed technical interview. The whole process has been fantastic. The HR manager was very diligent, the hiring managers were nice, open, and the best examples employees satisfied with their company. I did not get an offer as another candidate was better for the position, but the whole experience has been positive. I appreciated the final announcement, detailed with clear reasons for their decision. I applause at such a rare and proper closure---an example many companies of this size should follow.

      Interview questions [4]

      Question 1

      Given a Jupyter notebook with code to load a classifier and images, there is a bug on inference. Find it and explain.
      1 Answer

      Question 2

      Given some ML-related source file, explain it. What does it do? How does it fit a project?
      1 Answer

      Question 3

      How to deal with limited amount of training data?
      Answer question

      Question 4

      How to deal with unbalanced data sets for classification tasks?
      Answer question

      Arm interviews FAQs

      • Candidates applying for Principal Machine Learning Use Case Engineer roles take an average of 60 days to get hired, when considering 1 user submitted interviews for this role. To compare, the hiring process at Arm overall takes an average of 28 days.
      • Common stages of the interview process at Arm as a Principal Machine Learning Use Case Engineer according to 1 Glassdoor interviews include:

        One on one interview:  33%

        Presentation:  33%

        Phone interview:  33%

      • Here are the most commonly searched roles for interview reports -

        1. Software Engineer(154) ;
        2. Senior Software Engineer(136) ;
        3. Intern(122) ;
        4. Staff Engineer(108) ;
        5. Engineer(102) ;
        6. Graduate Engineer(96) ;
        7. Senior Engineer(79) ;
        8. Principal Engineer(75) ;
        9. Verification Engineer(73) ;
        10. Staff Software Engineer(59) ;
        11. Design Engineer(57) ;
        12. Project Manager(44) ;
        13. Director(36) ;
        14. Senior Design Engineer(36) ;
        15. Internship(32) .


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