J'ai postulé en ligne. Le processus a pris 7 semaines. J'ai passé un entretien chez USAA (San Antonio, TX) en janv. 2018
Entretien
Initial phone screen with HR, then video conference call with 4 team members (2 managers, potential coworker and peer in a parallel group).
The peer interviewers asked some questions around specific data science tools and statistical methods and my experience with them. Manager interviews were broader scope and asked the generic interview type questions (how do you handle conflicts, etc) as well as examples of data science projects I'd worked on, and their impact. Part of each panel call was each person explaining what they do and the team does, their roles and types of projects they work on.
The phone conference was supposed to be a video skype conference, but none of the interviewers had set up video. Each person on the panel had 30 min with me, for a total of 2 hours.
As of this review, it has been 8 weeks since the interview, and I have not heard through email or phone call that I am no longer under consideration; I had to log into the job tracking system 5 weeks after the interview to find that out. I felt that was a bit discourteous.
Questions d'entretien [1]
Question 1
HR phone screen asked for brief overview of experience, general job information (salary range, questions about relocation, and standard HR stuff like citizenship/eligibility).
The technical interview asked about what projects I worked on, which tools I used and the impact of the work.
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
J'ai postulé via la recommandation d'un employé. J'ai passé un entretien chez USAA (Minneapolis, MN) en nov. 2020
Entretien
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
J'ai postulé en ligne. J'ai passé un entretien chez USAA (San Antonio, TX) en août 2019
Entretien
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.
Questions d'entretien [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?