Applied Research Scientist, Machine Translation
Facebook is seeking an Applied Research Scientist to join our Machine Translation Team in Menlo Park. This team is part of the Applied Machine Learning organization within Facebook, working to break language barriers to create a world where everyone on Facebook can understand everyone else, no matter what languages they speak. In pursuit of this mission, the team has created machine translation systems that serve over 2 billion translations every day across 2000 different language pairs. However, this journey is still only 1% finished, and the team won't rest until they can produce human quality translations for all language directions. The ideal candidate will have a strong background in developing machine translation systems, a strong knowledge of neural networks, and have experience working with massive amounts of data. They should also have strong software engineering skills and the ability to build systems that reach Facebook scale.
APPLIED RESEARCH SCIENTIST, MACHINE TRANSLATION RESPONSIBILITIES
- Conduct research to advance the state of the art in neural networks and machine translation.
- Utilize that research to develop and deploy scalable neural network models into production to impact billions of people using Facebook.
- Contribute to helping the team develop machine learning models that help solve other language related problems, such as language identification and user language modeling.
- Collaborate with team members from other research and applied research teams working on a variety of deep learning and NLP problems.
- PhD/MS with relevant experience in the fields of machine translation, machine learning, deep learning, parsing or language modeling.
- 3+ years of experience in building in large-scale machine translation systems from the level of researching a prototype to the level of production.
- Experience with developing and training neural network models.
- Experience in C++ and Python.
Facebook is committed to providing reasonable accommodations for qualified individuals with disabilities and disabled veterans in our job application procedures. If you need assistance or an accommodation due to a disability, you may contact us at accommodations-ext@fb.com .
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Facebook is committed to providing reasonable accommodations for qualified individuals with disabilities and disabled veterans in our job application procedures. If you need assistance or an accommodation due to a disability, you may contact us at accommodations-ext@fb.com . Requests sent to this email address that do not pertain to disability or religious accommodations cannot be answered.
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