About the job
Core
Lead AI model field application and operational improvement strategies for manufacturing operations in SK Group's core manufacturing subsidiaries (semiconductors, batteries, advanced materials).
Role type
Senior IC manufacturing operations improvement consultant (AI/ML focus)
Builds
Operational improvement strategies, AI application projects for manufacturing process optimization
Domain
Manufacturing (semiconductors, batteries, advanced materials) + AI/ML
Deliverable
production ML models
Required skills
Manufacturing process understanding, quantitative data analysis, logical problem solving, cross-functional collaboration with engineers and data scientists
Preferred skills
Device industry manufacturing innovation project experience, Python, SQL
Technologies
Python, SQL
Responsibilities
Propose AI/data-driven manufacturing operation improvement strategies, Analyze production value chains to identify inefficiencies and derive AI application tasks, Establish process optimization strategies (yield improvement, predictive maintenance, lead time reduction) via equipment log/sensor data analysis, Lead field application of AI models and track improvement effects with cross-functional teams
