I was asked about all the technical jargon on my resume and about my projects and internships. Interview was with 2 people only 45 min total. For example, they asked me about git and they asked me about feature engineering and vectorization (because I had ML projects on my resume)!
Data Scientist
Toronto, ON
Fall 2025Pending Outcome
Toronto Metropolitan University · Computer Science
1st year · 2.1-2.4 GPA · 0 past internships
Average Interview
TechnicalBehavioralIn-Person
Phone screen with recruiter then another call with ops team, then take home assignment analyzing some operations problem. Haven't done the final round yet but people have been nice and the take home was interesting
Questions Asked
1.“How does a random forest differ from gradient boosting? When is each better?”
2.“How do you evaluate a clustering result when you have no ground truth labels?”
Application Developer
Summer 2026Accepted
University of Minnesota · Computer Science
3rd year · 3.7+ GPA · 0 past internships
Easy
Most of the question where behavioral like why IBM, what does IBM stand for, how did you hear about this position, Are you familiar with the tech stack required for this position.
Software Development Engineer
Summer 2026Accepted
Georgia Tech · Computer Science
3rd year · 3.7+ GPA · 2 past internships
EasyBehavioralConversational
Interview was mostly behavioral with a "technical" question of how I would implement a specific project. Recruiter didn't respond after the interview but got the offer after a few weeks of silence
Cloud Engineer
Richmond, VA
Fall 2024No Offer
Virginia Tech · Computer Engineering
3rd year · 2.9-3.2 GPA · 1 past internship
Average Interview
TechnicalBehavioralVirtual
They wanted OpenShift or IBM Cloud experience and I've mostly used GCP, I think that hurt me. Recruiter screen was a 20 min phone call, then the technical interview dug into cloud architecture.
Questions Asked
1.“Explain the difference between a Docker container and a virtual machine.”
Software Engineer
Summer 2026No Offer
Arizona State University · Computer Science
4th year · 3.7+ GPA · 1 past internship
TechnicalResume ReviewBehavioral
I was asked basic stuff like the 4 principles of Object Oriented Programming, what Docker and Kubernetes was, and some behavioral questions
Software Engineer
Summer 2026Declined Offer
University of Waterloo · Business and Computer Science
4th year · 3.3-3.6 GPA · 3 past internships
TechnicalSlow processVirtualEasyBehavioral
Had an OA and then invited for a 1-hour-long interview. Interviewers were pretty chill, basic behavioural and technical OOP questions. Asked me to debug a snippet of code in a language of my choice, also very simple. (16 month role). Declined offer since I got another job down the line
Software Engineer
Summer 2026Pending Outcome
University of Michigan · Computer Science
4th year · 1 past internship
Technical
Asked questions on my resume and basic behavioral. Technical was a medium 2D array question
Hardware Engineer
Summer 2026Accepted
Rensselaer Polytechnic Institute · Electrical Engineering
2nd year · 3.7+ GPA · 0 past internships
VirtualConversationalResume Review
Single round, mostly behavioral questions, technical questions about experiences and skills listed on resume. Interviewed directly with team and hiring manager
Software Engineer
Summer 2026No Offer
University of California, Irvine · Computer Science
4th year · 3.7+ GPA · 1 past internship
BehavioralFast process
A lot of "describe a time..." and "explain a situation where..." questions. Very standard, but interviewer didn't feel that personal and it felt like talking to a brick wall most of the time. No technical questions.
Software Developer
New York, NY
Fall 2025Accepted
Arizona State University · Computer Science
2nd year · 2.9-3.2 GPA · 0 past internships
Easy Interview
TechnicalBehavioralMultiple roundsVirtual
Third round was basically a formality. Got the job, Video call first then technical on REST APIs and cloud
Questions Asked
1.“What's the difference between static and dynamic typing?”
2.“Explain what encapsulation means and give a code example”
Financial Data Scientist
Summer 2026No Offer
University of Toronto · Computer Science
2nd year · 1 past internship
Virtual
They asked some behaviour questions
1. Tell me something about yourself besides the resume
2. About last internship
3. Do you have experience working with LLM and ML?
4. About past projects
Software Developer
Summer 2025Accepted
University of Massachusetts Amherst · Computer Science
3rd year · 3 past internships
Easy
1. Tell me about yourself
2. Asked low level c questions. “What’s happens when you use malloc”.
3. Coding section. Leetcode easy. Was very simple question about arrays. Triple nested for loop for solution