Getting invited to attend online interview. There were two persons interviewed me. First, most likely the manager. Second, the engineer. The manager asked about personal background and future vision. The engineer asked technical questions related to the JD.
Interview questions [1]
Question 1
Explain the random forest tree and other common questions related to the machine learning area.
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
Interview questions [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.