Senior Researcher, Natural Language Processing
UK-London
Tencent
腾讯于1998年11月成立,是一家互联网公司,通过技术丰富互联网用户的生活,助力企业数字化升级。我们的使命是“用户为本 科技向善”。Founded in 1998, Tencent is an Internet-based platform company using technology to enrich the lives of Internet users and assist the digital upgrade of enterprises. Our mission...Founded in 2008, LightSpeed Studios has created over 50 games across multiple platforms and genres for over 4 billion registered users. It is the co-developer of worldwide hits
PUBG MOBILE, Apex Legends Mobile, and League of Legends: Wild Rift (Chinese Version).
Job Responsibilities
1. Responsible for NLP research and development including Chinese word segmentation, part-of-speech tagging, sentence analysis and named entity recognition.
2. Responsible for text classification, sentiment analysis, data mining, text generation, topic analysis, label extraction and other research and development job.
3. Optimize existing online algorithms, develop efficient and reliable NLP solutions by combining business needs and data.
4. Explore applications of NLP techniques and deep learning algorithms in games.
5. Follow the latest developments in academia and industry and quickly apply findings in your work.
Requirements:Job Requirements
1. Familiar with NLP fundamentals, with a strong understanding of statistical models, related machine learning principles, and experience working on NLP related projects.
2. Proficient in at least one programming language, familiar with basic data structures and algorithms.
3. Experience in big data mining, knowledge-graph auto-making, and deep learning experience is preferred.
4. Familiar with word segmentation, part-of-speech tagging, entity recognition, sentence analysis, model pre-training. Experience in sentiment analysis, relationship extraction and event extraction is preferred.
5. Publication of academic results in academic journals and conferences in NLP-related fields (such as: EMNLP, ACL) is preferred.
6. Familiar with CRF, SVM and other classic machine learning algorithms and tools, word vectors, RNN, CNN, LSTM, GAN and other deep learning experiences are preferred.
#LI-RL1
* Salary range is an estimate based on our AI, ML, Data Science Salary Index 💰
Tags: Apex Big Data Classification Data Mining Deep Learning EMNLP LSTM Machine Learning NLP Research RNN Statistics
Perks/benefits: Conferences
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