Candidatei-me online. Fui entrevistado pela Rokt (Sydney) em jul. de 2025
Entrevista
The interview process included a technical round focused on a machine learning problem. The specific task was to design and discuss a recommendation system. Be prepared to talk about different approaches and how you would evaluate the model.
Perguntas de entrevista [1]
Pergunta 1
The main technical question was a deep dive into the architecture of two-tower models. They specifically asked how I would design and implement one for a large-scale recommendation system, focusing on how to build the user and item towers separately.
The interviewer at Rokt was very friendly, making the process relaxed and comfortable. The interview lasted about an hour, focusing on technical questions. Overall, the atmosphere was welcoming and pleasant.
Questions about oa and vi can be found in the related websites. ML coding: high-dimensional data with naive interviewers, pre-process, model, evaluations. More exercises are important. No depth there, I believe the staff there still use the oldest techniques, and there is no need to hope them to dive deep into the SOTA techniques and solutions
