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
Machine Learning Engineer
•
Coding
•
medium
Write a Python function to merge overlapping intervals from a list of time intervals.
#Python
#Arrays
#Sorting
Machine Learning Engineer
•
Coding
•
hard
Implement a basic K-Means clustering algorithm from scratch in Python using NumPy.
#Python
#NumPy
#Machine Learning Algorithms
Machine Learning Engineer
•
Coding
•
hard
Write a Python function to calculate the TF-IDF scores for a given list of text documents without using Scikit-Learn.
#Python
#NLP
#Math
Machine Learning Engineer
•
Coding
•
medium
Find the top K most frequent elements in an array of user interaction logs.
#Python
#Heaps
#Hash Maps
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.