SK키파운드리 AI 분야 경력(리더급) 채용
Core
Establishing and executing semiconductor manufacturing AI-based solutions, including issue resolution via equipment/process data analysis and continuous model optimization.
Role type
Senior IC Machine Learning Engineer (Semiconductor Manufacturing)
Builds
Production ML models and MLOps infrastructure for semiconductor manufacturing equipment and processes.
Domain
Semiconductor manufacturing / AI / Machine Learning
Deliverable
production ML models
Required skills
Python, ML/DL libraries, data pipeline design, MLOps, model lifecycle management, data analysis, AI theory/teaching
Preferred skills
High-tech manufacturing domain knowledge (semiconductor, display), AI model application experience
Technologies
Python, ML/DL libraries
Responsibilities
Review requests to identify and define projects; Analyze equipment and process data to resolve issues; Continuously learn and optimize AI models; Design Python-based ML/DL libraries and data pipelines; Build MLOps systems and manage AI model lifecycle; Conduct AI theory/practice training for on-site engineers
Seniority
Senior, hands-on IC with leadership responsibilities