I applied online. The process took 6 weeks. I interviewed at Adobe (San Jose, CA) in Jan 2015
Interview
The interview process includes a phone screening, two phone interviews and finally an onsite interview. The basic phone screening was just causal talk with the recruiter about my background and the job's responsibility, nothing technical. Then the two phone interviews were both technical. One emphasized on statistics, another one focused on coding. The onsite interview was a little longer compared to other top companies. I was interviewed by 7 people back to back, from engineers, data scientists to VP. The interviewers were nice and professional.
The overall experience is great. Adobe were the most generous company in term of travel compensation. They offered nice Hilton Hotel in downtown San Jose (walking distance to the interview site) as accommodation, $100 daily reimbursement for meals, and of course all the transportation expenses are covered. You will enjoy dealing with them!
Interview questions [1]
Question 1
I cannot reveal the questions I got asked. But here's some that has very similar flavor:
1) Check if an integer is a palindrome (do not convert the integer to string)
2) Given 2 sorted arrays of integers, code to find a number from each array such that their sum are closest to some integer K?
3) What is the degree of freedom for lasso?
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
