We are constantly striving to improve the experience on LinkedIn for our members and customers, with research and exp...
December 7, 2022
Blog posts about Research
155 post(s)
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As part of our commitment to responsible machine learning (ML), we’re continuously looking for opportunities to advan...
Uber’s backend is an exemplar of microservice architecture. Each microservice is a small, individually deployable pro...
November 18, 2021
POSTED ON JULY 15, 2021 TO AI RESEARCH, DATA CENTER ENGINEERING, ML APPLICATIONS, OPEN SOURCE, PRODUCTION ENGINEERING...
As Uber grew in popularity and scale among legitimate customers, it also attracted the attention of financial crimina...
Motivation for a Better Go Profiler Golang is the lifeblood of thousands of Uber’s back-end services, running on mill...
May 11, 2021
Introduction Recommender systems are an important part of modern social networks and e-commerce platforms. They aim ...
October 26, 2020
Deep learning on graphs — also known as Geometric deep learning (GDL)¹, Graph representation learning (GRL), or relat...
Co-authors: Weiwei Guo, Xiaowei Liu, Sida Wang, Huiji Gao, and Bo Long Natural language processing (NLP) technologies...
July 28, 2020
Co-authors: Guillaume Saint-Jacques, Stuart Ambler Last month on this blog, we introduced how we are building inclusi...
Co-authors: Siddharth Dangi, Johnson Jia, Manas Somaiya, and Ying Xuan The LinkedIn feed is the cornerstone of the me...
Co-authors: Guillaume Saint-Jacques, Amir Sepehri, Nicole Li, and Igor Perisic Introduction Previously on this blog, ...
In today’s newly-published Emerging Jobs Report, we introduce the “skills genome methodology” to highlight the unique...
December 10, 2019
POSTED ON OCTOBER 25, 2019 TO AI RESEARCH, DATA INFRASTRUCTURE, DEVINFRA, ML APPLICATIONS, OPEN SOURCE, SECURITY 2019...
POSTED ON OCTOBER 17, 2019 TO AI RESEARCH, ML APPLICATIONS, SECURITY, VIDEO ENGINEERING Video @Scale 2019 recap By Io...
POSTED ON OCTOBER 3, 2019 TO AI RESEARCH, ML APPLICATIONS, OPEN SOURCE Hydra: A framework that simplifies development...
October 3, 2019
POSTED ON SEPTEMBER 17, 2019 TO AI RESEARCH, DATA CENTER ENGINEERING, DATA INFRASTRUCTURE, ML APPLICATIONS, NETWORKIN...