Snr/Product Engineer (Advance Data Analytics), Heterogeneous Integration Group (HIG), High Bandwidth Memory (HBM) Product Engineering
Core
Lead a high-performing team to drive yield and quality initiatives using advanced data analysis, machine learning, and AI for Heterogeneous Integration Group (HBM) products.
Role type
Senior IC 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, Cross-functional Team Leadership, Algorithm Development, Data Mining, Pattern Recognition
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; Develop state-of-the-art algorithms for data mining and pattern recognition; Develop and enhance data infrastructure pipeline using cloud technologies; Collaborate 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
