Capgemini
Global leader in partnering with companies to transform and manage their business by harnessing the power of technology.
4 Rounds
~21 Days
Medium
The Interview Loop
Recruiter Screen (30 min)
Standard fit check, behavioral questions, and resume overview.
Technical Loop (3-4 Rounds)
Deep dive into domain knowledge, coding, and system design.
Interview Question Bank
Data Scientist
•
System Design
•
hard
Design an end-to-end architecture for deploying a churn prediction model on Azure for a telecommunications client.
#Azure
#MLOps
#Model Deployment
Data Scientist
•
System Design
•
hard
Design a recommendation engine for an e-commerce client. What data would you need, and what algorithms would you use?
#Recommendation Systems
#Collaborative Filtering
#System Architecture
Data Scientist
•
System Design
•
medium
How would you design a system to automatically classify and route incoming customer support emails using NLP?
#NLP
#Text Classification
#System Architecture
Data Scientist
•
System Design
•
hard
Design a fraud detection system for real-time credit card transactions. Focus on the latency requirements and feature store architecture.
#Real-time Processing
#Fraud Detection
#Feature Store
#Streaming
Difficulty Radar
Based on recent AI-sourced data.
Meet Your Interviewers
The "Standard" Interviewer
Senior EngineerFocuses on core competencies, system constraints, and clear communication.
SimulateUnwritten Rules
Think Out Loud
Always explain your thought process before writing code or drawing architecture.