J'ai postulé via une agence de recrutement. Le processus a pris 1 jour. J'ai passé un entretien chez AIG (New York, NY) en avr. 2015
Entretien
first round two half-an-hour interviews from scientists in the team. Basic machine learning questions, mostly on how you did your projects on your resumes. How to tell the difference between classifiers. what is the difference between Lasso and Ridge regression? things like that... Never heard back from the team again, sent several emails asking the outcome of interviews. No one replied. Worst attitudes I ever seen in interviews.
Questions d'entretien [1]
Question 1
How to tell the difference between classifiers. what is the difference between Lasso and Ridge regression?
Le processus a pris 2 semaines. J'ai passé un entretien chez AIG (Londres, Angleterre) en nov. 2024
Entretien
Initial interview with HR, followed by technical interview focusing on Machine Learning and software development, with some live coding questions which were fairly simple.
Role covers using ML to motivate decisions on insuring the trading of goods.
Questions d'entretien [1]
Question 1
Q: Describe your experience with ML?
Q: Have you ever developed your own Neural Network?
Q: What experience do you have with version control, eg: Git?
J'ai postulé en ligne. Le processus a pris 2 semaines. J'ai passé un entretien chez AIG (Londres, Angleterre) en oct. 2024
Entretien
3 rounds - 1st with recruiter, then the technical team to review the take home assignment and finally the hiring manager. Quick and streamlined, focusing on problem solving and technical skills.
Questions d'entretien [1]
Question 1
Why did you choose one model over another in this task?
What metric would you prioritize?
How did you choose to handle nulls, process features, find feature relationships with the target variable?
J'ai postulé en ligne. J'ai passé un entretien chez AIG en juill. 2017
Entretien
I applied online. It took a month to get a online test. 2 hours, at least answer 3 questions. All of them are coding problem. Two weeks later, I had a phone interview with two interviewers, it last 1 hour. Most of the questions are focused on concept of machine learning and basis math.