Software Engineer (AI Agent)
PatsnapSingapore, Singapore
Posted March 30, 2026
Full Time
About the Company
Patsnap is a global leader in AI-powered IP and R&D intelligence, serving over 15,000 companies. They offer comprehensive services including intellectual property management, scientific research, and competitive intelligence, leveraging their proprietary innovation data and domain-specific AI assistant Hiro to boost IP productivity by 75% and reduce R&D waste by 25%. Patsnap's unique approach combines advanced AI with specialized knowledge to provide actionable insights across the entire innovation lifecycle.
Job Description
We are seeking a highly skilled and experienced Python Backend Engineer to join our Materials Science AI team. You will take full ownership of the AI Agent architecture, design the backend solutions, and collaborate with cross-functional stakeholders.
Requirements
- Design and implement robust backend solutions in Python using a three-layer architecture
- Own the entire development cycle of Formulation Agents
- Address Out-of-Distribution (OOD) issues and reduce hallucinations through expert knowledge engineering
- Develop and maintain modular 'Skills' and agentic search tools
- Work closely with Material & Formulation Experts, Frontend Engineers, and Product Managers
- Diagnose issues in agent reasoning or data pipelines
