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Full-time
bachelor degree, postgraduate degree
Posted 48d ago
~40 hrs/week
Responsibilities
Own and improve the information-extraction pipeline to extract material properties from complex scientific documents. Design hybrid systems combining NER, rule-based methods, and LLMs to handle document-level extraction at scale.
Requirements
Requires a Bachelor's or Master's degree in Computer Science or a related field with over 4 years of production experience in NLP/ML. Must have proven expertise in long-document information extraction and strong coding skills.
Full job description
About Us
We're hiring a Senior NLP Engineer to own the accuracy of our information-extraction pipeline. You'll work on hard problems extracting material properties and quantitative measurements from long, complex documents — patents and scientific literature where the signal is scattered across sections and relationships span paragraphs. This is a hands-on senior role with end-to-end ownership: you'll independently scope, prototype, and ship algorithmic improvements, define how we measure quality, and raise the extraction precision bar to production grade.
\nResponsibilities
Responsible for analysing and understanding of the massive structured and unstructured data by NLP tasks, such as data processing, NER, relationship extraction, NOR etc.
Own and improve our information-extraction pipeline, from model to production
Solve document-level extraction at scale — design how we handle long documents where entities, properties, and their relationships span across sections
Independently drive algorithm optimization, develop and fine-tune models to meet business requirements.
Build hybrid systems combining NER, rule-based methods, and LLMs, applying each where it genuinely wins
Founded in Singapore in 2007, PatSnap is a global leading AI-native innovation intelligence company. Leveraging domain-specific AI agents and robust analytics tools, PatSnap empowers IP and R&D teams to unlock insights, accelerate discoveries, and protect breakthroughs. Trusted by more than 18,000 enterprises, law firms and research institutions in over 50 countries including one-third of the world’s largest R&D spenders, PatSnap transforms how organizations innovate and make critical decisions.
Offices: 47 Scotts Road - Goldbell Towers, #11-03, Singapore, 228233, SG · 566 Chiswick High Road (Chiswick Business Park), 3rd Floor, Building 11, Chiswick, London W4 5YA, GB · 10-11 Sakuragaka-cho, Shibuya-ku, Tokyo, 150 - 0031, JP · 26 Wellington St E, 9th Floor, Toronto, Ontario M5E 1S2, CA · 12130 Millennium Drive, Los Angeles, California 90094, US
Founded in Singapore in 2007, PatSnap is a global leading AI-native innovation intelligence company. Leveraging domain-specific AI agents and robust analytics tools, PatSnap empowers IP and R&D teams to unlock insights, accelerate discoveries, and protect breakthroughs. Trusted by more than 18,000 enterprises, law firms and research institutions in over 50 countries including one-third of the world’s largest R&D spenders, PatSnap transforms how organizations innovate and make critical decisions.
Offices: 47 Scotts Road - Goldbell Towers, #11-03, Singapore, 228233, SG · 566 Chiswick High Road (Chiswick Business Park), 3rd Floor, Building 11, Chiswick, London W4 5YA, GB · 10-11 Sakuragaka-cho, Shibuya-ku, Tokyo, 150 - 0031, JP · 26 Wellington St E, 9th Floor, Toronto, Ontario M5E 1S2, CA · 12130 Millennium Drive, Los Angeles, California 90094, US