J'ai postulé en ligne. Le processus a pris 3 jours. J'ai passé un entretien chez Rakuten (Bengaluru) en janv. 2022
Entretien
Interview process was okay, more focus on resume and past work, basic ML questions and stats, advanced knowledge of nlp is favourable and will help you clear the thing, coding is also expected and you are expected to code without googling
Questions d'entretien [1]
Question 1
ML boosting bagging and the math involved backprop SGD How does a transformer work
this interview process had 5 rounds
2 was a tech test
３ were conversational in nature
with various managers from direct and indirect to the department manager mostly in Japan but also outside Japan.
1st Interview was simple leetcode task and some questions about Kubernetes. 2nd interview - classical ML and DL questions, Final interview is mostly informal, but there may appear some questions about specific experience and problem solving
Questions d'entretien [1]
Question 1
What is the difference between random forest and boosting?
Initial LeetCode coding test, hiring manager interview for profile and role fit, multiple technical rounds covering statistics, machine learning, SQL, Python, and case studies, concluding with behavioral interviews evaluating teamwork, communication, and cultural alignment.