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Patsnap
Patsnap

Software Engineer (AI Agent)

Singapore
Full-Time

TLDR

Take ownership of AI Agent architecture, developing formulation and search agents while mentoring junior engineers and innovating in backend services.

Responsibilities
  • Design and implement robust backend solutions in Python using a three-layer architecture (Main Agent, Skills, and Search APIs).
  • Own the entire development cycle of Formulation Agents, from structured data extraction (patents/literature) to mechanistic reasoning and "functional blueprint" generation.
  • Address Out-of-Distribution (OOD) issues, reduce hallucinations through expert knowledge engineering, and ensure high-performance execution of complex agentic chains.
  • Develop and maintain modular "Skills" and agentic search tools, ensuring they are optimized for complex scientific querying.
  • Work closely with Material & Formulation Experts, Frontend Engineers, and Product Managers to align product roadmaps.
  • Diagnose issues in agent reasoning or data pipelines, implementing long-term fixes to prevent regressions in AI performance.
Qualifications

            Minimum Qualifications

  • Bachelor’s or Master’s degree in Computer Science, Software Engineering, or a related field.
  • Strong understanding of AI Orchestration frameworks (e.g., LangChain, LangGraph, or CrewAI) and LLM API integration.
  • Basic proficiency in Vue.js or modern frontend frameworks to facilitate full-stack collaboration and UI-to-Agent state management.
  • Familiarity with CI/CD pipelines and containerization technologies (e.g., Docker, Kubernetes).
  • Familiarity with SQL/NoSQL databases.
  • Demonstrated ability to independently lead AI-centric projects from concept to deployment.

    Preferred Qualifications

  • Familiarity with the Model Context Protocol (MCP) and building modular "Skill" tools for AI agents.
  • Familiarity with Agent technical stack, e.g., agentic search, context engineering, etc.
  • Proficient in Python, and Familarity with vibe coding, e.g., Claude code.
  • Strong communication skills and the ability to collaborate effectively with a multidisciplinary team.
Patsnap
Patsnap

Patsnap is a SaaS platform that empowers organizations to leverage their Intellectual Property and Research & Development productivity. Our innovative solution utilizes AI to streamline collaboration among IP and R&D teams throughout the entire innovation lifecycle, making it easier for them to develop market-ready products. With a global clientele of over 12,000 companies, Patsnap is redefining how organizations approach innovation in a data-driven world.

Founded
Founded 2007
Employees
500+ employees
Industry
Internet Software & Services
Total raised
$350M raised
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Software Engineer
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