Research Scientist Intern, Language & Multimodal Foundations (PhD)
Menlo Park, CA | Seattle, WA | New York City
Our teams are looking for candidates with expertise in the Natural Language Processing & Multimodality domains, such as: machine translation, speech translation, natural language understanding and generation, language modeling, pretraining, low-resource NLP, question answering, dialogue, cross-lingual and cross-domain transfer learning, and computer vision.
Our team at Meta AI offers twelve (12) to twenty-four (24) weeks long internships and we have various start dates throughout the year. To learn more about our research, visit https://research.facebook.com.Research Scientist Intern, Language & Multimodal Foundations (PhD) Responsibilities
- Perform research that enables learning the semantics of data (specifically text, audio, images, video, and other modalities)
- Brainstorm with research mentors, review literature and existing solutions of a challenging real-world research problem
- Develop novel solutions, implement prototypes, and perform extensive experiments to test the proposed solutions in meaningful benchmarks and metrics, analyze the results and verify the conclusions
- Draft and polish research publications
- Present research outcomes to internal and/or external audiences
- Contribute research that can be applied to Meta product development
- Currently has or is in the process of obtaining a PhD degree in the field of Natural Language Processing, Machine Learning, Artificial Intelligence, or similar
- Research and/or work experience in Natural Language Processing
- Research and/or work experience in Machine Learning or Deep Learning
- Experience in Python, C++, or other related languages
- Must obtain work authorization in the country of employment at the time of hire, and maintain ongoing work authorization during employment
- Proven track record of achieving significant results as demonstrated by grants, fellowships, patents, as well as publications at leading workshops or conferences in Speech & Language (ACL, EMNLP, ICASSP, NAACL)
- Experience advancing AI techniques in Natural Language Processing, including contributions to open source libraries and frameworks in Speech & Language
- Proven track record of achieving significant results as demonstrated by grants, fellowships, patents, as well as publications at leading workshops or conferences in Computer Vision (CVPR, ECCV, ICCV) or Machine Learning (NeurIPS, ICLR, AAAI)
- Experience advancing AI techniques in Computer Vision and/or Machine Learning
- Experience manipulating and analyzing complex, large scale, high-dimensionality data from varying sources
- Experience in utilizing theoretical and empirical research to solve problems
- Experience working and communicating cross functionally in a team environment
- Intent to return to degree-program after the completion of the internship/co-op
Individual pay is determined by skills, qualifications, experience, and location. Compensation details listed in this posting reflect the base salary only, and do not include bonus, equity or sales incentives, if applicable. In addition to base salary, Meta offers benefits. Learn more about benefits at Meta.
Tags: Computer Vision Deep Learning EMNLP ICLR Machine Learning NeurIPS NLP Open Source PhD Physics Python Reinforcement Learning Research VR
Perks/benefits: Career development Conferences Equity Flex vacation Health care Salary bonus Startup environment
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