About the role
AI summarisedSSMC, a Joint Venture between NXP and TSMC, offers flexible semiconductor fabrication solutions. We are seeking an innovative Engineer to join our Automation & Systems department to monitor, maintain, and enhance AI-powered applications within a production fab environment.
FoundryOnsiteDepartment General
Key Responsibilities
- Monitor and maintain existing AI-powered applications in the production environment
- Track model performance metrics and detect any performance deviations or anomalies
- Execute model retraining procedures following established workflows and protocols
- Deploy and fan out newly introduced AI-powered applications across the Fab
- Coordinate with base models to collect equipment-specific data for model fine-tuning
- Implement model updates and enhancements using pre-configured pipelines
- Validate model performance after updates and equipment integrations
- Identify image quality issues, data drift, and model performance anomalies
- Collaborate with users to resolve application/hardware related issues affecting model accuracy
- Perform basic troubleshooting of AI pipeline components and escalate complex issues to vendors
Requirements
- Bachelor’s degree in Engineering, Computer Science, Data Science, or related technical field
- 1-3 years of experience with Machine Learning models and Large Language Models (LLM) concepts
- Proficiency in Python, C++, JavaScript, or R programming
- Experience with established AI platforms and NLP frameworks (TensorFlow/PyTorch)
- Familiarity with data engineering, big data management, and data modeling
- Proficiency with data visualization tools (Power BI, Tableau, matplotlib, seaborn) or similar
- Ability to work independently and follow standard operating procedures
- Detail-oriented with strong organizational skills