Lead the process engineering team in optimizing wafer fabrication processes using Design of Experiments (DOE), statistical analysis, and data-driven methodologies to improve yield, cost, quality, and cycle time.
Analyze failing wafers with cross-functional teams to identify root causes and implement corrective actions, including close collaboration with suppliers and customers.
Lead and participate in cross-functional (local and global) teams on new technology development, process transfers, and new product introductions.
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Process Optimization: Use regression and reinforcement learning to suggest optimal machine parameters (e.g., bond force, temperature profiles) for new product introductions (NPI).
Data Engineering: Build and manage data pipelines that ingest high-frequency sensor data from packaging equipment (e.g., Die Attach, Wire Bonders) via SECS/GEM or MQTT protocols.A/B Testing & Monitoring: Design experiments to validate model performance on the shop floor and monitor for "model drift" as machine parts wear down over time.
Core ML: 2+ years of experience with Python (Scikit-Learn, XGBoost, Pandas) and Deep Learning frameworks (PyTorch or TensorFlow).
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Process Optimization: Use regression and reinforcement learning to suggest optimal machine parameters (e.g., bond force, temperature profiles) for new product introductions (NPI).
Data Engineering: Build and manage data pipelines that ingest high-frequency sensor data from packaging equipment (e.g., Die Attach, Wire Bonders) via SECS/GEM or MQTT protocols.A/B Testing & Monitoring: Design experiments to validate model performance on the shop floor and monitor for "model drift" as machine parts wear down over time.
Core ML: 2+ years of experience with Python (Scikit-Learn, XGBoost, Pandas) and Deep Learning frameworks (PyTorch or TensorFlow).
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Ensure compliance with all applicable federal, state, and local laws, regulations, and standards involving general safety, fire safety, environmental safety, and industrial hygiene.
Prepare or ensure completion of regular site EHS reports and all regulatory reports/statistics.
Maintain ISO14001 and OHSAS 18001, ISO 45001 certifications.
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