One of the founders of newly public Blue Apron Holdings Inc. is stepping down from executive leadership after the company’s rocky first month on the market.

The food-delivery startup said Tuesday that Matthew Wadiak will step down as chief operating officer and serve as a senior adviser to the company. Mr. Wadiak has served as COO since May 2015 and previously served as chief product officer.

Co-founder...