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Jobs at Patsnap (Now Hiring) — 7 open

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Senior Machine Learning Engineer (AI Agent)

Singapore · On-site

Senior$352M raised

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 documen…

Skills: Natural Language Processing, Machine Learning, Named Entity Recognition, Relationship Extraction, Large Language Models

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Forward Deployed Engineer (FDE)

Singapore · On-site

Mid level$352M raised

About the Role Patsnap is looking for a Forward Deployed Engineer (FDE) to help enterprise customers successfully adopt AI-native solutions across IP, R&D, innovation, and strategic intelligence workflows. This role sits…

Skills: Solution Engineering, Technical Consulting, AI Solution Design, Workflow Automation, AI Agent Configuration

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Senior Account Executive (Austin, Texas)

Austin, Texas, United States · Hybrid

Senior$352M raised

Senior Account Executive ➡️ Ready to move beyond data subscriptions and legacy platforms to sell a category-leading, AI-native solution trusted by the world's most innovative organizations? ➡️ What if the platform you so…

Skills: SaaS Sales, Outbound Prospecting, Pipeline Generation, Consultative Selling, Strategic Account Management

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Lifescience Scientist

Singapore · On-site

Senior$352M raised

We are building the next generation of AI Native products for life sciences, moving Patsnap beyond a traditional SaaS platform into an intelligent product ecosystem powered by MCPs, Skills, and Agents. Our goal is to emb…

Skills: Life Sciences Expertise, Product Intuition, Bioinformatics, Computational Biology, LLMs

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UI/UX Design Intern

Singapore · On-site

Entry level$352M raised

About the Role We are looking for a UI/UX Design Intern to support the design of an AI-powered formulation agent. This role is ideal for someone who is interested in AI products & user experience design. You will work cl…

Skills: UI/UX Design, User Research, Wireframing, Prototyping, Usability Testing

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AI Solutions Lead – IP Legal / Patent Drafting

Remote OK

Senior$352M raised

AI Solutions Lead - IP Legal / Patent Drafting (US Remote, East Coast) ➡️ Spent years drafting patents and wondering where that experience could take you next? ➡️ Interested in applying your patent expertise beyond pract…

Skills: Patent Drafting, IP Law, AI Solution Design, Customer Engagement, Product Strategy

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AI Solutions Lead – IP Legal / Patent Drafting

London, England, United Kingdom · Remote OK

Senior$352M raised

AI Solutions Lead - IP Legal / Patent Drafting ➡️ Spent years drafting patents and wondering where that experience could take you next? ➡️ Interested in applying your patent expertise beyond practice and helping shape pr…

Skills: Patent Drafting, IP Law, AI Solution Design, Customer Engagement, Product Strategy

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Senior Machine Learning Engineer (AI Agent)

Patsnap

Singapore • On-site

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Senior

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  • Full-time
  • bachelor degree, postgraduate degree
  • Posted 2d 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
  • Define evaluation methodology / annotation strategy / quality metrics with domain experts
  • Process and extract from large-scale corpora reliably and efficiently
Qualifications
  • 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.
\n

Related keywords

NLPMachine LearningAI AgentNERRelationship ExtractionLLMInformation ExtractionScientific LiteraturePatentsData ProcessingModel OptimizationVibe CodingProduction GradeNormalizationStructured DataUnstructured Data

About Patsnap

LinkedInVisit site
Industry
Software Development
Company size
201-500 employees
Founded
2007
Headquarters
Singapore
LinkedIn followers
56,191
Total funding
$352M

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

Intellectual Property ManagementScientific researchLife sciences researchAcademic researchResearch and DevelopmentCompetitive intelligenceIntellectual Asset ManagementIP consultingBusiness intelligenceM&A
View all jobs at Patsnap

About Patsnap

LinkedInVisit site
Industry
Software Development
Company size
201-500 employees
Founded
2007
Headquarters
Singapore
LinkedIn followers
56,191
Total funding
$352M

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

Intellectual Property ManagementScientific researchLife sciences researchAcademic researchResearch and DevelopmentCompetitive intelligenceIntellectual Asset ManagementIP consultingBusiness intelligenceM&A
View all jobs at Patsnap

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