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IP intelligence · patent search

Senior Machine Learning Engineer (AI Agent)

Singapore · OnsitePosted 24 days ago
Machine learningSeniorFull Time
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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

Define evaluation methodology / annotation strategy / quality metrics with domain experts

Process and extract from large-scale corpora reliably and efficiently

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