Research Intern (NLP)
Tencent
On-site 🏢 25 February
Data Science & AI/ML
Palo Alto, United States 🇺🇸
About the Hiring Team
Level Infinite is Tencent’s global gaming brand. It is a global game publisher offering a comprehensive network of services for games, development teams, and studios around the world.We are dedicated to delivering engaging and original gaming experiences to a worldwide audience, whenever and wherever they choose to play while building a community that fosters inclusivity, connection, and accessibility. Level Infinite also provides a wide range of services and resources to our network of developers and partner studios around the world to help them unlock the true potential of their games.What the Role Entails
Requirements
- Responsible for researching and developing machine translation algorithms in the gaming field, including neural network-based translation models, open-source large models, and multi-system integration.
- Optimize the machine translation system to improve translation quality and efficiency.
- Analyze and solve common problems and challenges in machine translation, such as ambiguity, polysemy, and language differences.
- Keep up with and research the latest NLP technologies and algorithms to stay informed about the industry.
Who We Look For
Requirements
- Experience in machine translation algorithm research.
- Master's or Ph.D. degree in Computer Science, Computational Linguistics, Artificial Intelligence, or related fields.
- Proficient in deep learning algorithms with in-depth knowledge and practical experience in training large models, such as hyper parameter tuning and fine-tuning. 4. Proficient in programming languages such as Python and C++, and familiar with common deep learning frameworks (e.g., PyTorch, TensorFlow).
- Experience in developing commercial NMT systems or achieving excellent results in WMT machine translation evaluations is preferred.
- Publications in top conferences such as ACL, EMNLP, NIPS, ICLR are preferred.
- Strong team collaboration and communication skills, able to work closely with team members and drive project progress.
- Passionate about the gaming industry with a certain level of understanding of the gaming field.
Equal Employment Opportunity at Tencent
As an equal opportunity employer, we firmly believe that diverse voices fuel our innovation and allow us to better serve our users and the community. We foster an environment where every employee of Tencent feels supported and inspired to achieve individual and common goals.
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