I applied online. The process took 1+ week. I interviewed at USAA (San Antonio, TX) in Nov 2018
Interview
First, a recruiter from HR will contact you to set up a phone interview. You will then have a brief interview with HR recruit. The recruiter will explain how the hiring process works. After that, you'll take a short test of technical skills. Depending on those results, you will then have a 3 hour interview with department manager. After that, it normally only takes a few days for a decision to be made.
Interview questions [1]
Question 1
How does the role of a data scientist play in the overall business plan?
three round interview, first round is Hr, HR is just go through the process some basic questions. second is half hour hiring manager, high level question. last one is 1 hour technical panel, more in details
I applied through an employee referral. I interviewed at USAA (Minneapolis, MN) in Nov 2020
Interview
Phone interview - started with Hr and went on to technical phone interview. Mostly concentrated on AI and ML questions. The second interview was purely technical. Overall it was a good experience
I applied online. I interviewed at USAA (San Antonio, TX) in Aug 2019
Interview
1 hour phone call with team lead which was very technical. Followed by another 1-hour phone call with team lead and team manager which was focused on skill set and behavior. Then followed by an onsite which was about 5 hours long.
Interview questions [1]
Question 1
Explain the process you go through to pick a ML model for your problem?
What to do when you have overfitting or underfitting?