Snr/Product Engineer (Advance Data Analytics), Heterogeneous Integration Group (HIG), High Bandwidth Memory (HBM) Product Engineering
Core
Spearhead and develop a high-performing team to drive initiatives that enhance yield and quality through advanced data analysis, machine learning, and AI for Heterogeneous Integration Group (HBM) products.
Role type
Senior Product Engineer (Advanced Data Analytics)
Builds
Production ML models | product features | dashboards & analysis
Domain
Semiconductor manufacturing / High Bandwidth Memory (HBM)
Deliverable
production ML models
Required skills
Machine Learning, Deep Learning, Statistical Analysis, Predictive Modeling, Data Infrastructure Development, Algorithm Development, Cross-functional Collaboration, Team Leadership
Preferred skills
None stated
Technologies
Python, R, SQL, TensorFlow, Scikit-learn, PyTorch, JMP, Tableau, Power BI, Cloud technologies
Responsibilities
Lead initiatives to enhance overall yield and quality improvement; Utilize statistical tools and AI for engineering data analysis; Develop state-of-the-art algorithms for data mining and pattern recognition; Collaborate with IT and Manufacturing teams to develop data infrastructure pipelines; Work with cross-functional teams to ensure successful shipping of end products; Promote innovation to maintain competitive edge; Develop, deploy, and validate AI/ML models to enhance KPIs.
Seniority
Senior, hands-on IC with team leadership
