Semiconductor Materials Specialist
Core
Domain expert for lithography and etch materials, analyzing patents and literature to reconstruct formulations and build AI-ready data systems for semiconductor reverse engineering.
Role type
Senior IC Semiconductor Materials Specialist (AI Data Architecture)
Builds
Foundational data framework and database architectures for the Eureka Materials Agent
Domain
Semiconductor manufacturing (lithography/etch) + AI Data Engineering
Deliverable
production ML models
Required skills
Lithography and etch process knowledge, Material formulation analysis, Patent and academic literature analysis, Data normalization and standardization, Data governance, Comparative technical analysis
Preferred skills
Experience at leading semiconductor manufacturers, Materials database development, Patent teardown experience, Materials informatics tools familiarity
Technologies
Patent analysis tools, Database management systems, Data annotation workflows
Responsibilities
Analyze advanced material patents and technical data to reconstruct formulations; Design unified data extraction templates; Clean and standardize process data for AI training; Establish data quality and version control rules; Conduct comparative analysis of materials and processes; Translate domain logic into guidelines for algorithm teams
Seniority
Senior, hands-on IC