Meta AR/VR Job | Research Scientist Intern, Assistant NLP (PhD)
Job（岗位）: Research Scientist Intern, Assistant NLP (PhD)
Type（岗位类型）: Artificial Intelligence | Engineering, Research
Citys（岗位城市）: Seattle, WA | Burlingame, CA
Date（发布日期）: 2022-1-7
Summary（岗位介绍）
Facebook is seeking Research Interns to join our Assistant AI teams in Seattle, WA. These teams are part of the Facebook Research and FRL Assistant organizations within Facebook, working to advance the state of the art in natural language understanding and generation, and deploy these systems at scale to break down language barriers, enabling people to understand and communicate with anyone, and to provide a safe experience—no matter what language they speak.
The opportunities and challenges of this work are immense. Billions of people use our services to connect and communicate in their preferred language, but many of these languages lack traditional NLP resources and our systems need to be robust to the informal tone, slang and typos often found in daily communication.
Our research spans multiple areas across NLP and machine learning, including deep learning/neural networks, machine translation, natural language understanding and generation, low-resource NLP, question answering, dialogue systems, and cross-lingual and cross-domain transfer learning.
As a Research Intern, you will help us apply cutting-edge NLP algorithms to a wide range of media understanding challenges at Facebook. The duration of this internship is 16 weeks with Summer, Fall, and Winter start dates. Internships will be awarded on a rolling basis and candidates are encouraged to apply early.
Qualifications（岗位要求）
Currently has, or is in the process of obtaining a PhD degree in Natural Language Processing.
Must obtain work authorization in the country of employment at the time of hire, and maintain ongoing work authorization during employment.
1 year experience in PyTorch, Python or C/C++.
Research and/or work experience in machine learning, deep learning, and/or Natural Language Processing.
Description（岗位职责）
Perform research to advance the science and technology of intelligent machines.
Develop novel and accurate NLP algorithms and systems, leveraging deep learning and machine learning on big data resources.
Contribute research that can be applied to Facebook product development.
Analyze and improve efficiency, scalability, and stability of various deployed systems.
Additional Requirements（额外要求）
Comfort manipulating and analyzing complex, high-volume, high-dimensionality data from varying sources.
Intent to return to degree-program after the completion of the internship/co-op.
Proven track record of achieving results as demonstrated by grants, fellowships, patents, as well as first-authored publications at workshops or conferences such as ACL, EMNLP, NAACL, AAAI, ICML, NeurIPS, ICLR or similar.
Ability to communicate complex research in a clear, precise, and actionable manner.
A strong interest in theoretical and empirical research and for answering hard questions with research.
Interpersonal experience: cross-group and cross-culture collaboration.
Experienced with the development of enterprise level AI, machine learning and deep learning platform involving big data management and GPU compute.
Experienced with training deep neural networks for key Speech tasks such as speech recognition, speech translation, classification, semantic segmentation, object detection, etc.
