I applied online. The process took 4 weeks. I interviewed at Red Ventures (Charlotte, NC) in Jan 2019
Interview
I applied online and got email request from a Snr recruiter for phone interview the next day. In the next hiring process, I interviewed two members from the data science team. There was a technical assessment where I was given a dataset to analyze and submit my results. I was then invited for an onsite interview which took about 5 hours. Before flying over to Charlotte, I was asked to prepare a 1-hour presentation from a topic of my choosing in data science/technology and present to RV data science team. After the presentation, there was back and forth interviews that included behavioral and technical questions with lunch . Overall, the interview went well and everyone was professional.
Interview questions [1]
Question 1
Explain linear regression to business executives. Propose other alternative models to linear regression. what are the pros and cons of using simple model vs complex models ?
I applied online. The process took 3 weeks. I interviewed at Red Ventures in Aug 2025
Interview
1st round is with the recruiter.
Then they give a case study.
Then, a technical round, based on the case.
I got ghosted after I completed the case study, which I worked on for hours. rude.
I applied online. I interviewed at Red Ventures in Aug 2025
Interview
Phone screening with recruiter followed by a take home assignment. They said the take home should be 3-4 hours but realistically it takes a good 20. There were multiple parts involved and file structure requirements. I put a lot of effort into the assignment only to get completely ghosted. Not even a boilerplate rejection email. I am fine with being ghosted after a recruiter call but at least have the decency to answer a follow up email when a candidate spent their entire week on a take home.
Interview questions [1]
Question 1
Make a model to predict a classification.
Answer various questions about how to assess an a/b split test.
I applied online. I interviewed at Red Ventures (Charlotte, NC)
Interview
Questions vary based on interviewer. It seems they just come up with some technical questions on the fly. IMO, if you know your stuff regarding traditional data science you can answer most questions.
Interview questions [2]
Question 1
What is the components of a bidirectional transformer?