About PatSnap
Patsnap empowers IP and R&D teams by providing better answers, so they can make
faster decisions with more confidence. Founded in 2007, Patsnap is the global leader
in AI-powered IP and R&D intelligence. Our domain-specific LLM, trained on our
extensive proprietary innovation data, coupled with Hiro, our AI assistant, delivers
actionable insights that increase productivity for IP tasks by 75% and reduce R&D
wastage by 25%. IP and R&D teams collaborate better with a user-friendly platform
across the entire innovation lifecycle. Over 15,000 companies trust Patsnap to
innovate faster with AI, including NASA, Tesla, PayPal, Sanofi, Dow Chemical, and
Wilson Sonsini.
Key Responsibilities
- Lead the development of cutting-edge NLP, ML, and LLM models to drive product innovation.
- For Data extraction, the implementation of NER and relationship extraction techniques for efficient, high-quality data construction.
- Guide the development of tailored NLP systems for specific use cases and requirements.
- Manage the deployment and optimization of ML models, focusing on inference speed and large-scale data processing efficiency.
- Spearhead initiatives in search engine technology and retrieval-augmented generation.
- Lead and mentor a team of NLP engineers, fostering innovation and tracking industry advancements.
Desired Qualifications
- Minimum of 5 years of professional experience in NLP, with a strong understanding of current industry and academic trends.
- Extensive knowledge of LLMs and proven leadership skills in managing teams of 5+ engineers.
- Fluency in English and Chinese, with excellent communication skills.
- Strong foundation in algorithms and a passion for technological innovation and application.
- Advanced proficiency in Python and deep learning frameworks such as PyTorch and TensorFlow.
- Expertise in named entity recognition and relationship extraction techniques.
- Demonstrated experience in optimizing pre-trained models, particularly BERT and GPT-based architectures.
- Publications in top-tier conferences (e.g., ACL, AAAI, KDD, NeurIPS, CVPR) are highly desirable.
- Master's degree in Computer Science, Computational Linguistics, or a related field; Ph.D. preferred.
Top Skills
What We Do
Founded in 2007, Patsnap is the company behind the world’s leading innovation intelligence platform. Patsnap is used by more than 10,000 customers in over 50 countries around the world to access market, technology, and competitive intelligence as well as patent insights needed to take products from ideation to commercialization. Customers are innovators across multiple industry sectors, including agriculture and chemicals, consumer goods, food and beverage, life sciences, automotive, oil and gas, professional services, aviation and aerospace, and education. To learn more about how Patsnap is improving the way companies innovate, visit www.patsnap.com.
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