Product Engineer - Advanced Data Analytics (HBM)

About the role

Micron Technology is hiring a Product Engineer for its Heterogeneous Integration Group (HIG) HBM Product Engineering team, based in Fab 10A, Singapore. The engineer leads a high-performing team that drives initiatives improving yield and quality through advanced data analysis, machine learning and AI. The role works onsite in Singapore with international travel to Taiwan.

Key responsibilities

• Lead cross-functional initiatives that improve cumulative yield and quality.
• Analyze engineering data with statistical tools, machine learning and AI to improve yield and reliability, integrating results into the Dispo workflow.
• Develop machine learning and deep learning models for data mining, pattern recognition, quality enhancement, yield improvement and wafer/die-level screening.
• Work with IT, Manufacturing and Operations to build a data infrastructure pipeline using cloud technologies.
• Collaborate with Fab, HBM Technology Development, HBM Design, System Development and Quality/Reliability teams to deliver end products.
• Promote innovation and advocate for AI/ML models that improve quality, cost, cycle time and scale.

Required profile

• Bachelor's or Master's degree in Engineering, Computer Science, Statistics, Artificial Intelligence or a related field.
• Strong technical skills in data analytics and analysis tools.
• Excellent communication skills to present findings to non-technical stakeholders.
• Responsibility, accountability and a professional work ethic.

Required skills

• Data analysis tools: JMP, Tableau, Power BI
• Programming: Python, R, SQL, JavaScript, HTML, CSS
• Statistical analysis, predictive modeling and machine learning, including TensorFlow, Scikit-learn and PyTorch