Meta AR/VR Job | Research Scientist, Language (PhD)
Job（岗位）: Research Scientist, Language (PhD)
Type（岗位类型）: Artificial Intelligence
Citys（岗位城市）: Menlo Park, CA
Date（发布日期）: 2024-3-17
Summary（岗位介绍）
Meta is seeking a Research Scientist to join Monetization Generative AI org. Individuals in this role are expected to be recognized experts in identified research areas such as natural language processing, artificial intelligence, and machine learning particularly including areas such as deep learning, language models and reinforcement learning. The ideal candidate should have a keen interest in producing new, open science to further language understanding research. Postdoc positions are one to two year fixed-term positions.
Qualifications（岗位要求）
Currently has or is in the process of obtaining a PhD degree in the field of Artificial Intelligence, Natural Language Processing, a related field, or equivalent practical experience. Degree must be completed prior to joining Meta
Experience in deep learning frameworks (such as PyTorch, TensorFlow), C, C++, Python
Experience in NLP frameworks like Hugging Face or other systems
Experience in training and use of language models and Transformers for NLP
Proven track record of achieving significant results as demonstrated by grants, fellowships, patents, as well as publications at leading workshops, journals or conferences in Machine Learning (NeurIPS, ICML, ICLR) and NLP (ACL, NAACL, EMNLP)
Must obtain work authorization in the country of employment at the time of hire and maintain ongoing work authorization during employment
Currently has, or is in the process of obtaining a Bachelor's degree in Computer Science, Computer Engineering, relevant technical field, or equivalent practical experience. Degree must be completed prior to joining Meta.
Description（岗位职责）
Perform fundamental and applied research to push the scientific and technological frontiers of natural language processing
Invent/improve novel data-driven paradigms for natural language understanding and generation
Enable reasoning with language understanding and generation systems
Develop the next generation of platforms for AI & language research
Additional Requirements（额外要求）
Demonstrated research and software engineering experience via an internship, work experience, coding competitions, or widely used contributions in open source repositories (e.g. GitHub)
Experience building systems based on machine learning and/or deep learning methods
Experience solving complex problems and comparing alternative solutions, tradeoffs, and diverse points of view to determine a path forward
Experience working and communicating cross functionally in a team environment
Research experience in machine learning, representation learning, optimization, statistics, applied mathematics, or data science
