Semiconductor AI Domain Expert & Reverse Engineer

PatSnap; Singapore; On-site; SGD 90,000 - 130,000; Full time

Job summary

Patsnap, based in Singapore, seeks a Semiconductor Reverse Engineering Specialist to anchor domain knowledge for the Eureka Materials AI Agent. You will collaborate with Product Managers and AI Engineers to translate deep semiconductor expertise into structured knowledge systems and reusable AI workflows.

This role focuses on building knowledge bases, packaging professional AI Skills, and validating outputs, with no lab work required.

Qualifications

• Bachelor’s degree or higher in Microelectronics, Semiconductor Science, Electronic Engineering, or related fields.
• 3+ years of hands-on semiconductor competitive analysis or reverse engineering experience.
• Ability to synthesize complex technical experience into structured frameworks and reusable rules.
• Self-driven, pragmatic, and transparent, with genuine curiosity for AI-driven industrial innovation.
• Note: No programming, software engineering, or LLM training experience required; domain brain defines strict logic.

Responsibilities

• Serve as the semiconductor domain expert for the Eureka Materials Agent, ensuring technical accuracy and practical relevance.
• Define real-world use cases, standardized analytical workflows, and industry requirements with product teams.
• Translate reverse engineering expertise into structured domain logic, prompts, and evaluation benchmarks.
• Build and iterate domain knowledge bases and codify professional judgment into reusable digital assets.
• Lead design and packaging of semiconductor-specific AI Skills and standards for retrieval and reasoning.
• Validate AI-generated outputs for technical rigor and industrial feasibility.
• Participate in model evaluation and Bad Case analysis to improve inference accuracy.
• Track global competitor roadmaps and industry evolution to inform product strategy.

Skills

Domain expertise

Structured thinking

Self-driven

AI curiosity

Education

Bachelor’s degree in Microelectronics / Semiconductor Science / Electronic Engineering

Job description

Patsnap, based in Singapore, seeks a Semiconductor Reverse Engineering Specialist to anchor domain knowledge for the Eureka Materials AI Agent. You will collaborate with Product Managers and AI Engineers to translate deep semiconductor expertise into structured knowledge systems and reusable AI workflows.

This role focuses on building knowledge bases, packaging professional AI Skills, and validating outputs, with no lab work required.