Me postulé en línea. El proceso tomó 4 semanas. Acudí a una entrevista en State Farm (Dallas-Fort Worth) en may 2024
Entrevista
Step1: A hirevue interview and then the recruiter discusses the benefits, salary range and other details.
Step2: A scenario asking to detail a logistic regression model and a non linear model for a messy data with 1 million rows and 1 thousand features.
Preguntas de entrevista [1]
Pregunta 1
You will be interviewed by two recent grads. All you had to do is read and write on a paper ' assumptions of logit' , 'how logit model works' and ' step by step process of a logit model'. They spend 45 minutes about asking univariate analysis, imputation, outliers etc. But the key is you should use the exact words in the online articles and what exactly they know. So, better write them down. They don't care about additional details or any other real world scenarios etc.
Me postulé en línea. El proceso tomó 2 semanas. Acudí a una entrevista en State Farm (Dallas, TX) en mar 2024
Entrevista
The recruiting process starts with a HireVue video screening. This is a demeaning process where you have to give three minute video answers to vague on-screen questions. There's no opportunity for interaction to make sure you are understood or to ask questions. When I approached the hiring manager about this, her response led me to believe that the demeaning nature of the HireVue screening was the point. They want to create a huge power imbalance as part of the interviewing process. It's part of the company culture.
Preguntas de entrevista [1]
Pregunta 1
I was asked to take part in a HireVue video screening.
Terrible interview process.
People are OK and friendly.
Asked to do extensive coding with sophisticated models , using statistical models and machine learning
May use interviews to get intellectual property .
Preguntas de entrevista [1]
Pregunta 1
Please submit your code to model something using different machines learning algorithms, etc…
