The hiring process at Simplaex takes an average of 14 days when considering 1 user submitted interviews across all job titles. Candidates applying for Senior Data Scientist had the quickest hiring process (on average 14 days), whereas Senior Data Scientist roles had the slowest hiring process (on average 14 days).
I applied online. The process took 2 weeks. I interviewed at Simplaex (Berlin) in Oct 2021
Interview
-First interview with the team with a few technical questions at the end
-At home task, with 3 questions, including how would you set up a campaign.
-Final interview with CEO
Interview questions [1]
Question 1
What attribution model would you use for our core business (gaming on Google ads, search focused)?
I applied through a recruiter. The process took 2 weeks. I interviewed at Simplaex (Berlin)
Interview
I applied through a recruiter. Initially, I had a phone screening with the PM of the data science team. It went fine. Then they sent a case study. The case study was asking for a solution to heir own business case. Needless to say that the problem was complex and challenging. I was thinking that if I had the time to solve that problem well, then I can found my own startup instead of submitting the solution to them for free.. I told them, it is not realistic to solve the case study in a few hours and then they said "yeah, yeah we know, just present your initial ideas and do only a part, we don't expect a full solution and this is only to serve as a initial step in the technical interview round.." I said ok and told them I could spare a few hours. I did that and submitted my solution. They acknowledged the receipt of the solution two days after I submitted and within the following three days they responded. It turned out that they carelessly reviewed my solution concluding that I applied a probabilistic model in a wrong way hence they don't want to proceed. However, this is entirely wrong. They didn't even understand the programming trick I did to avoid underflow. They thought that it is an indicator that I assumed normal distribution when it is not a good choice. Obviously these people don't know what they are talking about or they are just being asked to find excuses to decline candidates until someone provides a full solution to their own business problem for free. I would say, simply avoid this company.
Interview questions [1]
Question 1
Details about the past ML projects you did in your current job, difficulties you faced, etc
I applied through a staffing agency. The process took 6 days. I interviewed at Simplaex
Interview
Only one interview with their CTO via Skype.
tl;dr: interviewer was in a rush to finish the interview; zero interest on presenting the company; focused on asking questions that you can give memorized answers; rude behavior.
First part of the interview: as soon he knew I could hear him (10s after the call started) he spoke non-stop at 1.5x speed for 5 minutes about the company’s main products, what they do and their business model, using terms that belong to their business. If you have never worked with Ads/campaigns/etc, look for it first or you will end up like me: hoping he doesn’t ask anything about what just dumped on you.
Second part of the interview: time to introduce yourself.
Third part of the interview: reading a script, he gave me basic questions about Java keywords, multithreading concepts and data structures. Get back to your books from CS101 and I’m sure you will have a better interview than mine.
Due to his professional manners during the interview, I would never work for his company under his management. Good luck for you.