ML-centric Software Engineering

“As PayPal’s ML engineering organization, we power our data science with automated tools to create models and features at scale. Like other organizations, we face growing challenges in managing software development specific to machine learning (ML) as well as in dealing with unique issues encountered during the development of large-scale ML infrastructure and applications…”