Erica Greene joins us to discuss her work as a machine learning manager at Etsy, how they tackle problem-solving, how they implement ML scaling, and more. In this episode you will learn: • Erica’s role at Etsy and problem solving between platforms [0:25] • Interesting failures Erica has navigated [23:39] • How does Erica’s team select problems to solve [31:07] • Engineering at scale [38:15] • What does Erica’s working day look like? [44:30] • Etsy is hiring [51:00] • Diversity in hiring [55:12] • Do data scientists need PhDs? [59:28] Additional materials: https://www.superdatascience.com/435