IBM
Global technology and consulting firm with deep roots in enterprise IT and AI.
3 Rounds
~14 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
•
System Design
•
hard
Design a scalable recommendation system for IBM Cloud documentation to help developers find relevant tutorials.
#Recommendation Systems
#Scalability
#Architecture
Machine Learning Engineer
•
System Design
•
hard
Design a real-time fraud detection system for processing millions of financial transactions per second.
#Real-time Processing
#Streaming
#Fraud Detection
Machine Learning Engineer
•
System Design
•
hard
Design a scalable enterprise document classification system that uses LLMs to categorize incoming support tickets.
#NLP
#LLMs
#Enterprise Architecture
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.