About the role
AI summarisedDevelop an IoT-based solution to enhance process monitoring and enable early detection of anomalies in photolithography equipment, gaining foundational skills in manufacturing analytics within a cutting-edge semiconductor environment.
IDMOnsiteFront End
Key Responsibilities
- Study photolithography equipment architecture, process flow, and available sensor data.
- Identify opportunities for Internet of Things integration within manufacturing tools.
- Develop end-to-end solutions encompassing data ingestion, processing, and visualization.
- Apply data filtering, optimization, and analytical techniques for anomaly detection.
- Contribute to ongoing IoT initiatives such as nozzle camera-based imaging, temperature/humidity controller data analytics, and robotic acoustic signal analysis.
Requirements
- Proficiency in Python programming, including exposure to machine learning or data analytics libraries.
- Strong analytical and problem-solving skills.
- Basic knowledge of electronics or controller-based systems.
- Minimum commitment of one full semester-long internship.