I applied online. The process took 4 weeks. I interviewed at Adobe (San Jose, CA) in Jan 2021
Interview
The entire process took about a month (perhaps slightly less). I had three rounds of interviews, namely:
1. Machine Learning (basics of machine learning, ensemble learning, statistics, etc.)
2. Coding (an algorithms question)
3. Hiring Manager (questions about my research projects)
The interviewers were super-polite and I had a blast interviewing with them. My talent partner was also very prompt in following up with me and maintained regular communication and kept me abreast of everything that was going on. Definitely one of the most pleasant interview experiences that I have ever had.
Interview questions [1]
Question 1
Sample Question: How to handle an imbalanced dataset
I applied online. I interviewed at Adobe (Bengaluru)
Interview
5 Rounds - 2 ML Related + 1 Hiring Manager + 1 Director + 1 Cultural Fit
Entire process was wrapped up in 10-15 days, most of the problems were easy to medium in difficulty.
Interview questions [1]
Question 1
System Design - Design a production grade fraud detection system, expectation was to discuss data pipelines, features, offline and online metrics, a/b testing.
The interview process began with an online assessment focused on statistics and Python coding. This was followed by a technical interview with a data scientist, which included SQL queries and machine learning questions. The final round was a behavioral interview with the hiring manager.
I applied through a recruiter. I interviewed at Adobe (Noida)
Interview
4 rounds:
1st round: Sql
2nd round: with the manager. sql and problem solving
3rd round: web analytics, adobe analytics
4th round: with director. Non technical round
Web analytics questions
Adobe analytics questions
SQL
Problem solving
Interview questions [1]
Question 1
A lot of sql questions and web analytics questions
