Application Engineer
Core
Develop and deploy advanced analytics and AI/ML solutions for complex industrial systems, translating operational needs into production-ready analytical tools for semiconductor and display manufacturing.
Role type
Application Engineer (AI/ML & Analytics)
Builds
Production-ready analytical solutions and algorithmic models for industrial equipment
Domain
Semiconductor and display manufacturing / Industrial IoT
Deliverable
production ML models
Required skills
Data analytics, AI/ML techniques, Python/R programming, model lifecycle management, industrial system knowledge, problem decomposition, cross-functional collaboration
Preferred skills
Semiconductor equipment exposure, deep learning, optimization, large-scale data systems, C# development
Technologies
Python, R, C#, Generative AI
Responsibilities
Analyze operational data to identify patterns and anomalies, design and maintain analytics models, prototype algorithmic approaches, validate models against real-world scenarios, collaborate with domain experts to translate knowledge into solutions, produce technical documentation
Seniority
Mid-Senior, hands-on IC