Career Opportunity: Senior Researcher, Natural Language Processing at LightSpeed Studios
Join one of the world’s most innovative and successful game developers - LightSpeed Studios. With teams across China, United States, Singapore, Canada, United Kingdom, France, Japan, South Korea, New Zealand, and United Arab Emirates, we are continually expanding our global reach.
About LightSpeed Studios
Founded in 2008, LightSpeed Studios has created over 50 games across multiple platforms and genres for more than 4 billion registered users. We are the co-developers of worldwide hits such as PUBG MOBILE, Apex Legends Mobile, and League of Legends: Wild Rift (Chinese Version).
Job Responsibilities
As a Senior Researcher in Natural Language Processing (NLP), your key responsibilities will include:
- Conducting NLP research and development, including Chinese word segmentation, part-of-speech tagging, sentence analysis, and named entity recognition.
- Performing tasks related to text classification, sentiment analysis, data mining, text generation, topic analysis, and label extraction.
- Optimizing existing online algorithms and developing efficient and reliable NLP solutions to meet business needs using data.
- Exploring applications of NLP techniques and deep learning algorithms in gaming.
- Staying updated with the latest developments in academia and industry to quickly integrate new findings into your work.
Job Requirements
Successful candidates should meet the following requirements:
- Strong understanding of NLP fundamentals, statistical models, and machine learning principles with experience in NLP-related projects.
- Proficiency in at least one programming language and familiarity with basic data structures and algorithms.
- Preferred experience in big data mining, knowledge-graph auto-making, and deep learning.
- Familiarity with word segmentation, part-of-speech tagging, entity recognition, sentence analysis, and model pre-training is a plus. Additional experience in sentiment analysis, relationship extraction, and event extraction is preferred.
- Publication of results in renowned academic journals and conferences such as EMNLP and ACL is an advantage.
- Knowledge of CRF, SVM, word vectors, RNN, CNN, LSTM, GAN, and other classic machine learning and deep learning algorithms and tools is preferred.
Additional Information
Position: Senior Researcher, Natural Language Processing
Company: Tencent
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