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Postdoctoral Researcher - Self-Supervised Learning (PhD)

Intro

Facebook's mission is to give people the power to build community and bring the world closer together. Through our family of apps and services, we're building a different kind of company that connects billions of people around the world, gives them ways to share what matters most to them, and helps bring people closer together. Whether we're creating new products or helping a small business expand its reach, people at Facebook are builders at heart. Our global teams are constantly iterating, solving problems, and working together to empower people around the world to build community and connect in meaningful ways. Together, we can help people build stronger communities - we're just getting started.

Summary

Facebook is seeking a Postdoctoral Researcher to join Facebook AI Research, a research organization focused on making significant progress in AI. Individuals in this role are expected to be recognized experts in identified research areas such as artificial intelligence, machine learning, computational statistics, and applied mathematics, particularly including areas such as deep learning, graphical models, reinforcement learning, computer perception, natural language processing and data representation. The ideal candidate will have a keen interest in producing new science to understand intelligence and technology to make computers more intelligent. Term length would be considered on a case-by-case basis.

Required Skills

  • Perform research to advance the science and technology of intelligent machines
  • Perform research that enables learning the semantics of data (images, video, text, audio, and other modalities)
  • Devise better data-driven models of human behavior
  • Contribute research that can be applied to Facebook product development

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At Facebook, you’ll do the best work of your career. Every day, you’ll have new problems to solve—and meet new people to learn from. And we’re committed to supporting the learning you need to grow. In everything we do, we’re guided by five core values.

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Employee Testimonials

Edward Fagin (Photo credit: Ryan Mack)

I'm an engineering manager on our real-time infrastructure team, and my team focuses on GraphQL Subscriptions — a component of the widely-used GraphQL open source query language for APIs — that makes it easier for engineers to build real-time features into their products. At Facebook, this framework powers a number of features that people use every day, including comment-typing indicators and streaming reactions on live videos.

At Facebook, you have the opportunity to contribute to an incredibly wide range of infrastructure projects. While our engineers have a variety of expertise, they share a passion for solving complex engineering challenges at scale. It's humbling to know that everything you work on can potentially impact more than two billion people around the world.

Edward Fagin   –   Engineering Manager
Vaneeta Singh (Photo credit: Ryan Mack)

We develop the network software for Facebook applications on iOS and Android platforms. This includes measuring and improving performance, reliability, security, and efficiency of network communication with Facebook servers. Getting the most out of a diverse set of worldwide mobile networks, and millions of handsets with a wide range of hardware capabilities is challenging as well as fun. All this while we play good citizens in these networks and are mindful of the device battery, storage, and data consumption.

Vaneeta Singh   –   Engineering Manager

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