Podcasts Technology Super Data Science: ML & AI Podcast with Jon Krohn SDS 435: Scaling Up Machine Learning

SDS 435: Scaling Up Machine Learning

Published: Jan. 14, 2021, midnight

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:\u2022 Erica\u2019s role at Etsy and problem solving between platforms [2:28]\u2022 Interesting failures Erica has navigated [25:40]\u2022 How does Erica\u2019s team select problems to solve [33:07]\u2022 Engineering at scale [40:15]\u2022 What does Erica\u2019s working day look like? [46:30]\u2022 Etsy is hiring [53:00]\u2022 Diversity in hiring [57:12]\u2022 Do data scientists need PhDs? [1:01:26]Additional materials: www.superdatascience.com/435