Inspection Software Engineer
Corning Incorporated3 days ago
Chongqing, ChinaMid Level
Responsibilities
- Design, develop, and validate CNN-based or equivalent deep learning models for automated defect classification.
- Implement Auto-Judgment logic to generate automated production-sheet dispositions from quality criteria and inspection outputs.
- Integrate machine learning components with production inspection hardware and software platforms.
- Partner with manufacturing, quality, and engineering teams to define defect categories, classification thresholds, and acceptance criteria.
- Monitor deployed model performance, analyze classification accuracy, and retrain or optimize models as production data evolves.
- Document technical specifications, model validation results, and system integration procedures.
Requirements
- Bachelor’s degree in Computer Science, Software Engineering, Electrical Engineering, or a related field.
- At least 3 years of software development experience focused on machine learning or computer vision applications.
- Proficiency in at least one backend programming language, Git, Docker, and SQL; experience with PyTorch and common middleware.
- Hands-on experience developing and deploying image classification or defect detection models in an industrial or production environment.
- Experience integrating machine learning components with hardware or software inspection systems.
- Fluency in written and spoken Mandarin Chinese and functional English proficiency for cross-regional technical communication.
- Preferred experience includes CNN-based defect classification in manufacturing quality, C#/.NET, Vue3 or another frontend framework, Linux, automated optical inspection systems, OpenCV, ONNX, TensorRT, and quality-control or manufacturing disposition processes.
About Corning Incorporated
Corning Incorporated designs and manufactures specialty glass, ceramics, and optical materials for consumer electronics, communications networks, automotive emissions control, advanced displays, and life-science research. Core lines include Gorilla Glass and other specialty materials, display glass substrates, optical fiber and connectivity, emissions-control substrates, and laboratory vessels sold to device makers, network builders, automakers, and researchers. Founded in 1851 and headquartered in Corning, New York, it is a public company traded on the NYSE (ticker: GLW).