I applied through an employee referral. I interviewed at Cornell University (New York, NY) in Aug 2022
Interview
Data Scientist interview
One reported LPL Data Scientist interview:
Question:
"When do you use Logistic Regression versus Linear Regression?"
This suggests they test fundamentals:
Classification vs regression
Model selection
Statistical reasoning
Interview questions [1]
Question 1
Data Scientist interview
One reported LPL Data Scientist interview:
Question:
"When do you use Logistic Regression versus Linear Regression?"
This suggests they test fundamentals:
Classification vs regression
Model selection
Statistical reasoning
The process took four rounds of interviews with a search committee, hiring manager and the department. It took about five months from start to finish but there was constant communication with the hiring manager.