You will join a team that devises online, offline, or hybrid machine learning/data mining/statistical models for enabling sophisticated analysis, accurate recognition, and quantitative evaluation on over 100 million patent documents and other related data, e.g. prosecution, litigation, technical standards from worldwide. The key responsibility for this role include:
- Tackle challenging problems to retrieve the information from the text.
- Design, implement and validate data-driven models in rigorous ways, or effectively leverage state-of-the-art techniques.
- Build time-efficient machine learning, data mining, statistical and feature engineering pipelines on the on-premise clusters.
- Collaborate with experts from diverse fields and cultures including US, Japan, Taiwan, and China patent attorneys and agents.