I applied through college or university. I interviewed at Philips (Mumbai) in Dec 2018
Interview
Resume Shortlisting followed by Aptitude and Coding tests followed by personal interviews.
Interviewer keeps the things very simple, doesn't deviate from resume, but lot of grilling on resume can be expected
Interview questions [1]
Question 1
1. Resume Based questions
2. Logistic regression, Decision Tree, Neural networks, Time Series (ARIMA)
I applied online. I interviewed at Philips (Boston, MA) in Oct 2018
Interview
It is a phone screen. I applied for it online. Got feedback a week later. Scheduled the phone call via email. Call arrived on time. The recruiter was very friendly and patient.
Interview questions [1]
Question 1
Ask questions about the dataset you have worked on and how to reduce overfitting. They prefer applicants that can build machine learning models from scratch. All questions were based on the submitted resume.
I applied through an employee referral. The process took 4 weeks. I interviewed at Philips (Seattle, WA) in Mar 2016
Interview
Phone interview after submit the resume and waiting around two weeks. I was interviewed by two data scientist. The interview last around half an hour. And I got the offer around 1 month after the interview
Interview questions [1]
Question 1
What is precision/recall ratio, what is SVM, What's your previous experience of machine learning