
CCC Intelligent Solutions Data Scientist Interview Questions
& Process
Real candidates share what happened, how many rounds they had,
and how the experience turned out.
Based on 12 interview experiences · FREE TO READ
Candidate interview experiences
First-hand accounts from people who interviewed at CCC Intelligent Solutions.
Data Scientist Intern
So the interview was structured pretty clearly. First, I had an HR call where we chatted about my background, and they really wanted to know about my past internships and what I achieved in them. Then, it got more technical. We started with some data structures and algorithms stuff, specifically focusing on arrays. It was all about checking how I think logically, solve problems, and if I knew common algorithm patterns for arrays like searching or sorting. After that, we moved onto neural networks. They gave me some code and I had to expand on it. This part checked if I could code and if I understood deep learning concepts like adding layers, using different activation functions, or dropout/batch normalization for better performance. They seemed to want to see both my communication skills and how deep my technical knowledge goes with this mix of HR, DSA, and neural networks.
- They asked about cloud and container technologies.
Data Scientist
I had a recruiter call and then a full interview round. This round included coding, some theory questions, a review of my resume, and a discussion with associate directors. The theory part involved talking about my past projects, going deep on one of them, and then a few quick questions about CNNs and computer vision.
- What's the difference between test and validation data?
- Can you explain how the first and last convolutional layers in a CNN differ?
Data Scientist Intern
I had my first interview with the team manager where they described the role and asked me about myself and my background. Then, I had an interview with a senior member of the team which involved a live coding exercise.
- Can you tell me about yourself?
- Could you walk me through your previous experience?
- What are your basic knowledge questions about machine learning?
CCC Intelligent Solutions Data Scientist Interview Questions
Quoted word for word from CCC Intelligent Solutions interview reports.
“What's the difference between test and validation data?”
Read reports →“Can you explain how the first and last convolutional layers in a CNN differ?”
Read reports →“Can you fix this Python code?”
Read reports →“Can you explain what overfitting is and how to fix it?”
Read reports →“Can you explain recursion?”
Read report →“What are your basic knowledge questions about deep learning?”
Read report →“Can you explain some ML/DL concepts?”
Read report →“What are your basic knowledge questions about machine learning?”
Read report →“How would you approach feature selection?”
Read report →Formats, difficulty and experience
Across all 12 CCC Intelligent Solutions interview reports.