Depends on the company more than anything

Expect Hards for high paying companies (Finance, Uber, Netflix, Brex, Rippling, etc)

All my FAANGMULA MLE interviews were just leetcode with ML System Design and domain knowledge trivia

Super easy

Don't apply to shit companies and you won't get shit interviews

Even Quant interviews just ask me theoretical math - none of this kaggle shit