Research Intern (NLP)

2 Months ago • Upto 1 Years • Research & Development

Job Summary

Job Description

As a Research Intern (NLP) at Level Infinite, you'll research and develop machine translation algorithms for gaming, focusing on neural network-based models, open-source large models, and multi-system integration. Responsibilities include optimizing the machine translation system for quality and efficiency, analyzing and solving translation challenges (ambiguity, polysemy, language differences), and staying current with NLP advancements. This role requires expertise in machine translation algorithm research, deep learning, and programming languages like Python and C++. Experience with large model training and commercial NMT systems is preferred.
Must have:
  • Machine translation algorithm research experience
  • Master's/PhD in relevant field
  • Proficient in deep learning algorithms and large model training
  • Proficient in Python and C++
  • Strong team collaboration skills
Good to have:
  • Experience with commercial NMT systems
  • Publications in top NLP conferences
  • Understanding of the gaming field

Job Details

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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About The Company

Tencent is a world-leading internet and technology company that develops innovative products and services to improve the quality of life of people around the world.


Founded in 1998 with its headquarters in Shenzhen, China, Tencent's guiding principle is to use technology for good. Our communication and social services connect more than one billion people around the world, helping them to keep in touch with friends and family, access transportation, pay for daily necessities, and even be entertained.


Tencent also publishes some of the world's most popular video games and other high-quality digital content, enriching interactive entertainment experiences for people around the globe.


Tencent also offers a range of services such as cloud computing, advertising, FinTech, and other enterprise services to support our clients' digital transformation and business growth.


Tencent has been listed on the Stock Exchange of Hong Kong since 2004.

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