1. Case Study with data provided. Classification problem with logistic regression and non-generalized linear model algorithm. Create an executive summary to go along with the models
2. Technical Interview with 2 recruiters. Go over the Case Study with the interviewers. Methodologies, assumptions, and reasonings.
3. On-site Interview with the different teams and hiring manager
Interview questions [1]
Question 1
1. What is the link function for logistic regression?
2. What is the default regularization in logistic regression in sklearn?
I applied online. I interviewed at State Farm (Bloomington, IL)
Interview
After submission there will be a hirevue round, asking some general background questions. Then hr screening and technical interview. I don't know further because I got declined after technical interview
I applied online. I interviewed at State Farm (Dallas, TX) in Mar 2026
Interview
At first I had a on demand interview. A week later I got a mail that I got selected and scheduled for 1st round live interview. I was about 45 minutes. Interview went smoothly. I got call from them immediately after the interview that I got selected and they scheduled for 2nd round interview. I am about to attend it in 2 days
Simple and very straight forward. There was not much focus on the technical side of things in my opinion which was kind of a relief honestly. Good luck future interviewees
