I applied online. The process took 2 weeks. I interviewed at Olo (New York, NY) in Nov 2019
Interview
Easy, first round was a phone screen with the usual explain your background. Then do a case study so they can see your financial modeling skills. Final round is an onsite with the hiring manager and possibly another manager from the same team to discuss background and go over case study.