Some standard coding questions, with some bias towards graph and matrix problems (reasonable given the domain). Design problems around machine learning and optimization, all very open-ended with lots of room to discuss. Not a ton of math, although basics of optimization and stats/multivariate calculus assumed (especially around deep learning).