Collaborate with cross-functional and cross-cultural teams to guide the specification and development of products. Debug optical electrical mechanical and signal integrity issues during sensor module development. Perform comprehensive characterization of imaging sensors time-series sensors e.g. thermal acoustic vibration and associated signal processing pipelines.
Collaborate with cross-functional teams to identify implement and validate improvements in sensor data capture and processing across hardware and software. Apply engineering theories and research techniques to investigate troubleshoot and resolve technical challenges. Plan and execute research to advance sensor analytics including imagevideo processing and time-series signal analysis for semiconductor equipment.
Develop algorithms and workflows for sensor fusion anomaly detection and predictive modeling using multi-modal data. Assess effectiveness and accuracy of models and data acquisition techniques. Develop train and deploy models for optimizing customer experience and equipment reliability. Create test plans documentation and reports for sensor validation and performance metrics.
Support process engineers by running recipes and coordinating sensor-based measurements on process modules. Maintain a high degree of customer engagement including face-to-face and international travel to customer sites supporting near term product releases and solve customer issues. Work in a cleanroom lab and/or customer semiconductor fab environment.
Requirements
BSMSPhD in Electrical Engineering Computer Science Mechanical Engineering Physics Applied Mathematics or related disciplines.
Technical Skills
Strong experience in signal processing sensor integration and data analysis for imaging and non-imaging sensors. Proficiency in image processing computer vision and time-series analysis algorithms. Expertise in scripting languages such as Python or MATLAB familiarity with scientific computing libraries.
Knowledge of sensor calibration methods e.g. camera calibration sensor alignment and data acquisition systems. Familiarity with software test methodologies Design of Experiments and performance validation. Strong problem-solving and troubleshooting skills across hardware and software domains.
Ability to learn new technologies and complete projects with minimal guidance. Comfortable with multiple software tools and basic system/network troubleshooting. Experience with Python and the scientific stack NumPy SciPy Pandas OpenCV.
Background in sensor fusion anomaly detection and predictive analytics. Working knowledge of network protocols and streaming data analytics. Experience with thermal imaging spectroscopy vibration/acoustic sensors or other non-vision sensing modalities. Exposure to machine learning techniques for image classification segmentation and time-series forecasting.
From smartphones and tablets to wearables and automobiles, it’s hard to go more than a few hours without using a semiconductor-enabled device. The semiconductor industry touches nearly every person on the planet, and chipmakers continue to advance the technology that powers it all.
As a trusted partner to the world’s leading semiconductor companies, we welcome challenges and we deliver. That’s why, today, nearly every advanced chip is built with Lam technology.
Our innovative wafer fabrication equipment and services allow chipmakers to build smaller and better performing devices. We combine superior systems engineering, technology leadership, and a strong values-based culture, with an unwavering commitment to our customers.