
DataRobot Data Scientist Interview Questions
& Process
Real candidates share what happened, how many rounds they had,
and how the experience turned out.
Based on 46 interview experiences · FREE TO READ
Candidate interview experiences
First-hand accounts from people who interviewed at DataRobot.
Data Scientist
I had 4 interviews over 4 days. The first one was just to get to know me. The second interview involved explaining how I've solved data science problems, covering my steps and approach. The third interview was a coding challenge where I had to implement RMSE. The final interview was meeting my potential colleagues.
- Can you provide an instance of a data science problem you have resolved?
- Describe how you tackled a data science problem, including your methodology and steps.
- Could you please implement the Root Mean Squared Error (RMSE)?
Data Scientist
We had 5 interview rounds in total. First, an HR interview for about 30 mins where we talked about my favourite project, motivations, right to work, etc. Then, an interview with the Head of Data Science (45 mins) - they wanted to understand motivations, why DataRobot, technical capabilities, and mostly get to know me and how I'd perform in the team. After that, an interview with the Head of Sales (45 mins) - they wanted to understand motivations, discuss aspects of myself that aren't on my CV, talk about experience in sales, the culture at DR, etc. Then, a technical interview with a Data Scientist (45 mins) - they asked questions on feature engineering, big data management, how to handle common data issues, and explain the need for cross validation, etc. Lastly, a presentation to a Panel (45 mins) - 15 mins to get to know me, 15 mins to present to 2 interviewers, and 15 mins for them to ask some questions and provide feedback.
- What is DataRobot, and why now?
- What is your favourite project?
- What do you think you need to improve on?
Applied Data Scientist
DataRobot put me through 6 interviews, including a presentation, and then sent me a No-Reply email ending my application after scheduling a 7th interview for 2 days later. They didn't contact me about the interview cancellation, but instead sent me a form email and deleted the Google Calendar invite without reaching out directly. They left me in the dark the whole time, and I wasted hours. Their HR is super unprofessional and not transparent. I wouldn't recommend interviewing there.
- Can you describe a past Data Science project you were involved in?
DataRobot Data Scientist Interview Questions
Quoted word for word from DataRobot interview reports.
“What is association rule mining, how does it function, and can you explain its mechanism?”
Read reports →“Can you fit a classification model to a set of data?”
Read reports →“Can you explain the workings of a random forest algorithm?”
Read reports →“Could you build a classifier using linear regression from a given CSV dataset and report its RMS?”
Read reports →“How would you explain supervised and unsupervised machine learning algorithms to a child?”
Read report →“Could you tell me about random forests, including how a tree splits and how forests differ from individual trees?”
Read report →“Can you explain the random forest algorithm in your own words?”
Read report →“What are Data Science and ML? And how would you build an algorithm to measure the complexity of written text for language learners?”
Read report →“What are typical preprocessing steps for a supervised machine learning model, and how do you handle significant class imbalance when building an ensemble model?”
Read report →Formats, difficulty and experience
Across all 46 DataRobot interview reports.