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      Entrevista para Machine Learning Engineer

      18 de ago. de 2025
      Candidato(a) sigiloso(a) à entrevista
      Nenhuma oferta
      Experiência negativa
      Entrevista com nível médio de dificuldade

      Candidatura

      Candidatei-me online. Fui entrevistado pela General Atomics em jul. de 2025

      Entrevista

      Phone screen -> 4-hour in-person or virtual interview without any breaks. In the initial phone screen interview, it mainly involved basic questions to assess your knowledge, which is quite easy to pass. The next four-hour interview was long and weird, as they asked C++ questions when most ML frameworks and the role itself should be handled in Python. The first hour mostly covered behavioral and some technical questions, including a LeetCode problem about Priority Queues. The second hour focused primarily on reinforcement learning, reflecting the interviewers' experience, along with some convolutional questions. During the third hour, the interviewers seemed uninterested and repeatedly asked the same questions, mainly about convolutional networks and basic C++ topics. The final round was almost entirely C++ questions—make sure to learn different types of pointers and note that they are very focused on garbage collection and memory management. They also gave a function and asked how you would use it across different files, though I don’t remember the details clearly. Overall, it took a week for them to send a rejection. This was a very bad experience, as they initially considered me for a Software Engineer role and later for a Machine Learning Engineer, which is not a good approach, especially since they only asked Python questions despite the role being in Machine Learning.

      Perguntas de entrevista [1]

      Pergunta 1

      Phone Screen: 1) Difference between x86 and ARM64 processors? 2) What is a convolutional neural network? 3) What is a pointer? 4) What is the difference between Reinforcement learning with policy and Reinforcement learning without policy? 5) Basic behavioural questions 4-hour interview: 1) What is the four pillars of OOP? 2) Describe each of the four pillars of OOP? 3) What is a pointer 4) What is Reinforcement Learning 5) Leetcode: If you have a set of data coming in, how would you manage to organize it where the least used tasks and the most used tasks are easy to access like O(1) time. (Hint use Priority Queue as the left and right accessing is O(1)) 6) What are SVM? 7) What is the difference between garabage collection between Python and C++? 8) What are the two ways to initialize objects into the heap in C++ in memory? (new and malloc) 9) What is duck typing? 10) How does a struct work in C++? 11) What is virtual? 12) What is overloading and overwriting? 13) What are the four different types of pointers that exist in C++ and explain how each of them are different from each other? 14) What are Bias and Variance and how do you deal with each of them?
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