Internship - Researcher / Natural Language Processing (NLP) for Multimodal Machine Learning
- 雇用形態
- Internship
- 勤務形態
- On Site
- 給与
- 記載なし
この仕事について
仕事内容は掲載元の言語で表示しています。最新の条件は企業の募集ページでご確認ください。
Technology Field
Natural Language Processing
Machine Learning
Position Summary
We are an R&D organization dedicated to the research and development of large-scale generative AI technologies for content creation and production in the entertainment domain, including music, film, and games. Generative AI technologies have the potential to transform both consumer lifestyles and the workflows of professional creators, and are expected to become an essential component of the music, film, and gaming industries in the years ahead.
By leveraging opportunities to collaborate directly with world-leading entertainment groups across these industries, our team engages in cutting-edge research and development to contribute to Sony Group’s businesses. For more information about our research activities and publications, please visit: https://sony.github.io/creativeai
Responsibilities
- Fundamental research in natural language processing such as multimodal learning, multimodal LLM, music/video understanding, agent, reasoning, controllable generative modeling, deep generative models for discrete data, image/audio captioning, text-to-image/audio, vision-language pre-training, commonsense knowledge graphs, large-scale data development, etc.
- Submission of a research paper to top conferences (e.g.
- ACL, EMNLP, NeurIPS, ICLR, CVPR, etc.) is recommended.
Required qualifications
- All of the following criteria are required.
- ■ Master's degree in natural language processing, artificial intelligence, machine learning, or closely related areas OR equivalent practical experience.
- ■ 3 years of experience with Python, C/C++, and Linux/Unix.
- ■ 2 years of experience in machine learning fields and NLP, using common frameworks such as PyTorch and TensorFlow.
- ■ Research ability, as demonstrated by a track record of conference papers, open-source software, or other scientific activities.
- ■ Ability to speak and write in English fluently and idiomatically.
Preferred qualifications
- Ph.D student in natural language processing, artificial intelligence, or machine learning is desirable.
- Product, Service
- Content creation support for movies/music/games, robots (Aibo), etc.
- Development Environment
- ■OS: Windows and Linux
- ■Language: Python, C/C++, etc.
- ■PC, Server, Cloud Computing
- Application Requirements
- Essay: Not Required
- C oding Test: Not Required
Required Skills:
- Machine Learning (ML), Natural Language Processing (NLP) Optional Skills:
主な業務内容
- Fundamental research in natural language processing such as multimodal learning, multimodal LLM, music/video understanding, agent, reasoning, controllable generative modeling, deep generative models for discrete data, image/audio captioning, text-to-image/audio, vision-language pre-training, commonsense knowledge graphs, large-scale data development, etc. Submission of a research paper to top conferences (e.g. ACL, EMNLP, NeurIPS, ICLR, CVPR, etc.) is recommended.
応募要件
- All of the following criteria are required.
- ■ Master's degree in natural language processing, artificial intelligence, machine learning, or closely related areas OR equivalent practical experience.
- ■ 3 years of experience with Python, C/C++, and Linux/Unix.
- ■ 2 years of experience in machine learning fields and NLP, using common frameworks such as PyTorch and TensorFlow.
- ■ Research ability, as demonstrated by a track record of conference papers, open-source software, or other scientific activities.
- ■ Ability to speak and write in English fluently and idiomatically.
- Preferred qualifications: Ph.D student in natural language processing, artificial intelligence, or machine learning is desirable.
- Preferred qualifications: Product, Service
- Preferred qualifications: Content creation support for movies/music/games, robots (Aibo), etc.
- Preferred qualifications: Development Environment
- Preferred qualifications: ■OS: Windows and Linux
- Preferred qualifications: ■Language: Python, C/C++, etc.
- Preferred qualifications: ■PC, Server, Cloud Computing
- Essay: Not Required
- C oding Test: Not Required