About the job
Core
Building and operating Vision system applications and ML pipelines for semiconductor manufacturing data analysis and image classification.
Role type
Application Product Lead / Machine Learning Engineer
Builds
Vision system applications and ML pipelines for SK Hynix manufacturing sites
Domain
Semiconductor manufacturing / Smart Factory / Computer Vision
Deliverable
production ML models
Required skills
Java, Spring Boot, React, Oracle, Kafka, Python, Data Preprocessing, ML/DL concepts (classification, segmentation, object detection), System troubleshooting, Database design
Preferred skills
Semiconductor/Equipment/Smart Factory IT projects, Vision projects, Application development/analysis, Large-scale SI/SM projects, MSA/DevOps, PM/PL or development leadership, Foreign languages
Technologies
Java, Spring Boot, React, Oracle, Kafka, Python
Responsibilities
Build and operate Java/Spring Boot/React/Oracle/Kafka-based applications, Analyze system faults and troubleshoot, Develop and maintain image classification models, Build data processing pipelines for large-scale data, Improve image preprocessing pipelines and model architectures, Collaborate with stakeholders for service integration
Seniority
Mid-Senior, hands-on IC