Research Scientist, Core ML

Facebook Menlo Park , CA 94025

Posted 2 weeks ago

You can submit up to three job applications every 90 days. Be sure to apply for roles that strongly match your skills and work experience.

Facebook is seeking a Research Scientist to join our AI Research Team, 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.

Research Scientist, Core ML Responsibilities

  • Lead research to advance the science and technology of intelligent machines

Lead research that enables learning the semantics of data (images, video, text, audio, speech and other modalities)

Devise better data-driven models of human behavior

Work towards long-term ambitious research goals, while identifying intermediate milestones

Influence progress of relevant research communities by producing publications

Contribute research that can be applied to Facebook product development

Lead and collaborate on research projects within a globally based team

Minimum Qualifications

  • Experience holding a faculty, industry, or government researcher position

Ph.D. and publications in machine learning, AI, computer science, statistics, applied mathematics, data science, or related technical fields

Experience leading a team in solving modeling problems using AI/ML approaches

Experience in theoretical and empirical research and for addressing research problems

Experience communicating research for public audiences of peers

Knowledge in a programming language

Must obtain work authorization in country of employment at the time of hire, and maintain ongoing work authorization during employment

Preferred Qualifications

  • 1+ year(s) of work experience in a university, industry, or government lab(s), in a role with primary emphasis on AI research

Experience driving original scholarship in collaboration with a team

First-author publications at peer-reviewed AI conferences (e.g. NeurIPS, CVPR, ICML, ICLR, ICCV, and ACL)

Experience in developing and debugging in C/C++, Python, or C#

Locations

About the Facebook company

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.

Facebook is committed to providing reasonable support (called accommodations) in our recruiting processes for candidates with disabilities, long term conditions, mental health conditions or who are neurodivergent, and to candidates with sincerely held religious beliefs or requiring pregnancy related support. If you need support, please reach out to accommodations-ext@fb.com.



icon no score

See how you match
to the job

Find your dream job anywhere
with the LiveCareer app.
Mobile App Icon
Download the
LiveCareer app and find
your dream job anywhere
App Store Icon Google Play Icon
lc_ad

Boost your job search productivity with our
free Chrome Extension!

lc_apply_tool GET EXTENSION

Similar Jobs

Want to see jobs matched to your resume? Upload One Now! Remove
Visiting Research Engineer Core ML (University Grad)

Facebook

Posted 7 days ago

VIEW JOBS 7/26/2021 12:00:00 AM 2021-10-24T00:00 You can submit up to three job applications every 90 days. Be sure to apply for roles that strongly match your skills and work experience. FAIR's (Facebook Artificial Intelligence Research), mission is to advance the state of the art of AI through open research. FAIR researchers seek to advance the fundamental problems surrounding AI. Our research covers the full spectrum of topics related to AI, and to deriving knowledge from data: theory, algorithms, applications, software infrastructure and hardware infrastructure. We actively engage with the research community through publications, open source software, participation in technical conferences and workshops, and collaborations with academia to make significant progress. In this role, you will join the Dynabench team, which is focused on developing advances in benchmarking for multiple domains of AI. The focus of this role will be around creating next-generation benchmarking tools. The goal of this line of work is to make advances in our ability to propose new scientific challenges and use them to produce advances which are reproducible and applicable to real world problems. This work will be conducted in open source, in close collaboration with multiple research teams with Facebook AI and with a wide range of academic partners. Visiting Research Engineer, Core ML (University Grad) Responsibilities * Develop infrastructure for operating benchmarks: dataset management infrastructure, training pipelines, evaluation systems, integrations with leaderboard platforms, simulation environments, etc. Collaborate with FAIR research teams across multiple domains (natural language processing, vision, speech, RL, etc.) to develop novel capabilities for benchmarking Build web application functionality in collaboration with a wider open source community Operate a web service, serving benchmarks and research challenges Minimum Qualifications * Experience with Python development Experience developing web applications Machine learning experience Currently has, or in process of obtaining BS or MS in Computer Science or equivalent field Must obtain work authorization in country of employment at the time of hire and maintain ongoing work authorization during employment Preferred Qualifications * Research and software engineer experience demonstrated via an internship, contributions to open source, work experience, or coding competitions Knowledge of key platforms in scientific research collaboration: EvalAI, Papers with Code, HuggingFace Transformers, Dynabench, etc. Experience publishing at peer-reviewed conferences (e.g. ACL, EMNLP, NAACL, ICLR, ICML, NeurIPS, or similar) Locations About the Facebook company 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. Facebook is committed to providing reasonable support (called accommodations) in our recruiting processes for candidates with disabilities, long term conditions, mental health conditions or who are neurodivergent, and to candidates with sincerely held religious beliefs or requiring pregnancy related support. If you need support, please reach out to accommodations-ext@fb.com. Facebook Menlo Park CA

Research Scientist, Core ML

Facebook