// Abstract

A year ago, LinkedIn job search and recommendation AI teams were at the end of a growth cycle. They were fighting many fires at once: a high number of user complaints, engineers spending a significant amount of their time keeping our machine learning pipelines running, online infrastructure that wasn't supporting their growth, and challenges ramping new models to experiment. In this talk, Alex discusses how they all came together to manage these challenges and set themselves for their next phase of growth.

// Bio

Alex has been a machine learning engineer at LinkedIn for almost seven years. He had tour of duties in LinkedIn Groups, content search, and discovery, feed, and has been tech leading in LinkedIn Talent Solutions and Careers for the last two years.

Prior to working at LinkedIn, Alex lived in Montreal where he completed a Ph.D. in Statistical Machine Translation, then work for five years on information extraction.

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