I applied through university. The process took 2 weeks. I interviewed at Adobe in Feb 2017
Interview
I was recommended by a company member. The member talks to me first and asks me some backgrounds. Then he said to me that he would contact me in a week. After one week, two research data scientists contact me and ask me some technical questions including my research topics, statistics, and coding techniques. The process is technical but I think they care more about research ability.
Interview questions [2]
Question 1
Q1: tell about your research topics and what is the difference between your methods and classic methods
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