NLP Speech Research Intern Full-time

Responsibilities:

Level Infinite is a global game publisher offering a comprehensive network of bespoke 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. The brand 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. Level Infinite is both publisher of breakout hit games like PUBG MOBILE and Goddess of Victory: NIKKE, and a collaborative partner in games such as Fatshark’s Warhammer 40,041: Darktide, Dune: Awakening from Funcom, Nightingale from Inflexion Studios and many more. To learn more about Level Infinite, visit levelinfinite.com, and follow on Twitter, Facebook, Instagram and YouTube.

1. 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.
2. Optimize the machine translation system to improve translation quality and efficiency.
3. Analyze and solve common problems and challenges in machine translation, such as ambiguity, polysemy, language differences, etc.
4. Track and study the latest NLP technology and algorithms to maintain an understanding of the industry.
Requirements:

1. Have more than 3 years of experience in machine translation algorithm research.

2. Master’s or Ph.D. degree, majoring in computer science, computational linguistics, artificial intelligence, or related fields.

3. Proficient in deep learning algorithms and have an in-depth understanding and practical experience of the training details of large models, such as parameter tuning, finetuning, etc.

4. Proficient in programming languages such as Python, C++, and familiar with commonly used deep learning frameworks (such as PyTorch, TensorFlow, etc.).

5. Those with experience in commercial NMT system development or outstanding results in WMT machine translation evaluation are preferred.

6. Those with papers in top conferences such as ACL, EMNLP, NIPS, ICLR are preferred.

7. Possess strong team collaboration and communication skills, able to work closely with team members and promote project progress.

8. Passionate about the gaming industry, with some understanding of the gaming field.

The base pay range for this position in California is $24.84 to $57.69 per hour. Actual pay is based on market location and may vary depending on job-related knowledge, skills, and experience. A sign-on payment, relocation package, and restricted stock units may be provided as part of the compensation package, as well as other medical, financial, and/or other benefits, dependent on the specific position offered.