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).
...
Conduct routine process capability and performance evaluations to ensure alignment with manufacturing standards.
Identify sources of process variation and yield loss; drive corrective and preventive actions to improve in-line practices, lot-on-hold (LOH) management, and overall process capability.
Execute LOH dispositions and collaborate with treatment teams to accelerate lot movement and minimize production delays.
...
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.
...
BOM Ecosystem Management: Lead the 2nd source strategy in collaboration with Global Procurement, driving multi-million dollar annual savings through material substitution, localization, and technical benchmarking.
Market Intelligence: Conduct deep-dive competitive analysis and market benchmarking to ensure ATSN’s BOM remains the most cost-competitive in the industry.
Scalable Leadership: Manage a diverse team of ~30 Indirect Labor (IDL) and ~20 Direct Labor (DL) professionals, fostering a culture of high performance and technical rigor.
...
Talent acquisition based on Nexperia vacancies is not appreciated. Nexperia job adverts are Nexperia copyright material and the word Nexperia is a registered trademark.
Support production line coordinator to pursue the fulfillment of all production goals.
Have clear understanding about different kinds of raw/auxiliary material/tools and know how to use them correctly to support high efficiency/cost effective manufacturing.
Implement TPM and other activities which is helpful to line continuous improvement.
...