I applied online. The process took 3 weeks. I interviewed at Profitect (Boston, MA) in Apr 2019
Interview
It took about a month to hear back after applying online. Got the phone screening from HR. Then, followed by two more interviews with two managers via Skype (one is Marketing Analytics consulting manager and one is customer success manager )
Interview questions [1]
Question 1
Examples of what you would do to manage to find out what customers want.
I applied online. The process took 3 days. I interviewed at Profitect (Burlington, MA) in May 2019
Interview
I applied online. I got an email from an employee in 2 days for a technical phone interview the next day. The interviewer was rude and inexperienced. It sounded like she is asking questions from a textbook. She tried to hang up the call since I could not answer a question. I have 10 years of research experience in a quantitative research field and programming. I don't think I could remember the exact definitions of concepts. I believe the HR or the upper management should take a bit more care when assigning an interviewer to interviewee. At least should check the experience.
Interview questions [1]
Question 1
What is the difference between generative and discriminative algorithms?
I applied through university. I interviewed at Profitect in Dec 2018
Interview
Applied through university job platform and was invited to do a phone interview. Phone interview was fairly standard, mostly consisting of questions about projects completed, basic assessment of ML models, and a case scenario. Afterwards, I asked about their timeline/process and was told they'd follow up in a week or so. Never heard back again - wish they at least closed the loop on it.