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cover of episode The Collaboration Muscle: LinkedIn’s Ya Xu

The Collaboration Muscle: LinkedIn’s Ya Xu

2022/5/3
logo of podcast Me, Myself, and AI

Me, Myself, and AI

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Ya Xu: 我领导LinkedIn的数据团队,负责从研究到生产的所有数据科学、AI和隐私工程工作。我们的目标是利用AI和数据为全球劳动力创造经济机会。LinkedIn拥有三个关键市场:知识市场(内容创建者和消费者匹配)、人才市场(求职者和雇主匹配)以及产品服务市场(买家和卖家匹配)。AI在这些市场中起着至关重要的作用,通过先进技术实现精准匹配。LinkedIn的组织结构促进了跨职能协作,数据和AI团队与其他职能团队紧密合作,确保AI解决方案能够有效落地并为成员和客户创造价值。成功的AI应用需要关注价值交付,而非仅仅追求技术先进性。在改进现有匹配算法的同时,我们也需要不断探索新的AI应用领域,并权衡短期和长期利益。招聘优秀人才至关重要,我们需要寻找具有学习能力和好奇心的人才。 Sam Ransbotham & Shervin Khodabandeh: 在与Ya Xu的对话中,我们探讨了LinkedIn如何利用AI技术提升其三个核心市场(知识、人才和产品服务)的效率,以及LinkedIn如何通过其平台数据为政府和政策制定者提供有价值的见解。我们还讨论了构建和部署AI能力,以及在组织中扩展AI能力以真正改变组织运作方式的挑战。

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Ya Xu discusses the role of AI in enhancing user engagement on LinkedIn across its three key marketplaces: knowledge, talent, and product services.

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Over the course of her nine-year tenure at LinkedIn, Ya Xu has held technology roles with increasing responsibility. Today, she heads the data function for the online professional networking platform.

Ya joins hosts Sam and Shervin in this episode to discuss AI’s essential role in helping LinkedIn create the best “matches” — content creators with content consumers, job seekers with employers, and buyers with sellers — within its three key marketplaces. Ya also describes how the company has fostered a data-first culture from the top down, and how its vast amount of economic activity data is helping governments and policy makers worldwide. Read the episode transcript here).

Me, Myself, and AI is a collaborative podcast from MIT Sloan Management Review and Boston Consulting Group and is hosted by Sam Ransbotham and Shervin Khodabandeh. Our engineer is David Lishansky, and the coordinating producers are Allison Ryder and Sophie Rüdinger.

Stay in touch with us by joining our LinkedIn group, AI for Leaders at mitsmr.com/AIforLeaders) or by following Me, Myself, and AI on LinkedIn).

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Guest bio:

Ya Xu has been a driving force in transforming LinkedIn into a data-first company since she first joined the organization in 2013. As head of data, she leads a global team of about 1,000 data scientists and AI engineers whose work is at the core of delivering economic opportunities to LinkedIn’s members and customers. Xu’s emphasis on responsible AI and data science ensures that LinkedIn’s AI systems put people first and enables the company to empower its members, better serve its customers, and benefit society.

In addition to her work at LinkedIn, Xu has coauthored the book Trustworthy Online Controlled Experiments (Cambridge University Press, 2020), has been named to Fortune’s 40 under 40 in tech, and was nominated for VentureBeat’s Women in AI Awards. She has delivered countless speeches, including a commencement speech to Stanford’s class of 2019 in mathematics, statistics, and mathematical and computational science. Previously, Xu worked at Microsoft and earned a Ph.D. in statistics from Stanford University