Indeed Data Scientist interview questions

Given a set of categorical attributes (Job Type, Degree, Major, Company, Industry) and a few numerical features, develop a model to predict the salary. They asked to answer about 10 questions related to assignment.

The initial phone screen asked very basic interview questions (Why are you looking for a new job? Why Indeed? What's your background?). The data science project I was given consisted of a large dataset on salaries (about 200k rows). I was asked to use machine learning to predict salaries and share my code as well as predicted outcomes. Additionally, nine questions were asked about the project. These questions asked about the models used, the reasoning behind them and the error rates. Overall, the data science project was complicated as it was a large data set to run complex models on.