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.\n\nIn this episode you will learn:\n\nErica\u2019s role at Etsy and problem solving between platforms [2:28]\n\nInteresting failures Erica has navigated [25:40]\n\nHow does Erica\u2019s team select problems to solve [33:07]\n\nEngineering at scale [40:15]\n\nWhat does Erica\u2019s working day look like? [46:30]\n\nEtsy is hiring [53:00]\n\nDiversity in hiring [57:12]\n\nDo data scientists need PhDs? [1:01:26]\n\n\nAdditional materials: www.superdatascience.com/435