The interview was not too hard. Simple coding (leetcode easy) and then machine learning basic knowledge such as regression, classification and transformers. The second round is about a use case. You will be asked to design a whole machine learning pipeline for a specific problem setting.
Interview questions [1]
Question 1
What is overfitting and underfitting in regression? How to deal with it?
I applied through an employee referral. The process took 4 weeks. I interviewed at Adobe (San Francisco, CA)
Interview
First round was with the Hiring Manager. This was followed by a technical round of 1.5 hour with 3 MLEs with 30 minutes each. The position was within the Adobe Stock team for a Computer Vision role.
Interview questions [1]
Question 1
Hiring Manager -- Explained the ongoing projects and discussed resume projects to gauge if I was a fit Technical Round -- First Round - Coding Round (Simple arrays question) + Resume projects Second and Third Rounds - In-depth questions on projects listed in resume
I applied online. The process took 3 weeks. I interviewed at Adobe in Dec 2019
Interview
I was reached out by a member in a research lab and asked to do a 30 min presentation to the team.
The questions were all around the presentation materials and pretty straightforward to answer.