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Senior Machine Learning Engineer (AI Agent)

External
patsnap logoPatsnap · Singapore
Full-timeOn-site1d ago
NLP
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About the role

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.

Requirements

  • Master or Bachelor degree in Computer Science or related field.
  • 4+ years of hands-on NLP/ML engineering in production, owning model or pipeline quality
  • Proven experience with long-document / document-level information extraction and normalization
  • Solid engineering fundamentals from working at scale
  • Strong in NER, entity methodology; across rule-based, statistical, and LLM-based methods
  • Experience in vibe coding and solid coding skills.

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