J'ai postulé via une autre source. Le processus a pris 2 semaines. J'ai passé un entretien chez Rakuten (Oxford, Angleterre) en août 2016
Entretien
The interview process was great overall. I had a first an interview on Hangouts with a Recruiting Manager at Viki (Ebates' sister company) in which he explained me in great deatail their plans for me, particularly in terms of visa sponsorship and different teams in which I could possibly fit.
Around a week after that I had another Hangouts interview with the Head of Analytics in which I summarized my background and work experience and then he explained me some of the analytics challenges they face at Ebates and asked me questions about how I would approached them, (e.g. machine learning solutions to adress business inteligence problems) and general business intellignece questions. The interview was really interesting overall and detailed feedback was given about their final decision.
Questions d'entretien [1]
Question 1
How would you identify users with a high risk of lapsing and which strategy would you use to bring them back?
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.