Wipro
Global information technology, consulting and business process services company.
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
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System Design
•
medium
How would you design a system to monitor a deployed machine learning model for data drift and concept drift?
#Model Monitoring
#Data Drift
#MLOps
Data Scientist
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System Design
•
medium
Walk me through the end-to-end lifecycle of deploying a machine learning model using AWS SageMaker or Azure Machine Learning.
#Cloud Platforms
#Deployment
#CI/CD
Machine Learning Engineer
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System Design
•
medium
Walk me through how you would set up an automated MLOps pipeline for model retraining using Azure Machine Learning or AWS SageMaker.
#Cloud Platforms
#CI/CD
#Model Retraining
Machine Learning Engineer
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Technical
•
medium
Explain the concepts of Data Drift and Concept Drift. How do you monitor for them in a production environment?
#Model Monitoring
#Drift Detection
#Production ML
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.