Tech Mahindra
Multinational IT services and consulting 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
•
System Design
•
medium
How would you deploy a machine learning model as a REST API using Docker and a cloud provider like AWS or Azure?
#Docker
#FastAPI/Flask
#Cloud Deployment
#Containerization
Data Scientist
•
System Design
•
hard
Architect an MLOps pipeline for continuous training and deployment of a customer churn model.
#CI/CD
#Model Registry
#Airflow
#Kubernetes
Machine Learning Engineer
•
System Design
•
medium
Design an MLOps pipeline using AWS SageMaker or Azure ML for continuous training and deployment.
#Cloud
#CI/CD
#Pipeline
Machine Learning Engineer
•
System Design
•
medium
How would you deploy an ML model as a REST API using FastAPI and Docker?
#Deployment
#Docker
#FastAPI
Machine Learning Engineer
•
Technical
•
hard
How do you optimize the inference speed of a Large Language Model for a production application?
#LLMs
#Optimization
#Deployment
Machine Learning Engineer
•
Technical
•
medium
How do you detect and handle data drift in a deployed machine learning model?
#Monitoring
#Data Drift
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.