Erica Greene

Erica Greene, a machine learning manager at Etsy, shares her insights into scaling ML operations for their ad system. She discusses overcoming interesting failures and how her team strategically selects problems to tackle. Erica elaborates on her day-to-day tasks, the complexities of engineering at scale, and the importance of diversity in hiring. She also addresses whether data scientists really need PhDs and emphasizes the evolving skill set required in the field, focusing on practical experience over formal credentials.