Evaluate records and procedures to ensure its adequacy and provide suggestion to improved quality assurance activities
Review changes & updates on new product specification
Define process problems that lead to through put or quality issues, evaluate root cause, implement solutions to stabilize processes and evaluate results
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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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Repair or replace faulty parts to restore machine functionality.
Perform scheduled preventive maintenance on back grinding department machines. Diagnose mechanical, electrical and pneumatic issues during PM or breakdowns.
Perform and teach others how to perform, visual inspections (quality check)
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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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This role is suitable for someone who enjoys troubleshooting, working with hardware, and supporting a wide range of IT systems. When AIDC projects are active, you will support server and infrastructure deployment activities. During normal operations, you will assist with factory and corporate IT infrastructure support.
Responsibilities
* Support AIDC infrastructure deployment and maintenance activities.
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