Vision Engineer

1 week ago

Singapore ASMPT SINGAPORE PTE. LTD. Full time

As a Computer Vision Engineer at ASMPT Singapore, you will develop and implement cutting-edge vision solutions for high-precision semiconductor manufacturing and automation. You will work on advanced image processing, machine learning algorithms, and real-time vision inspection systems to enhance process efficiency, yield, and product quality. Key Responsibilities: Design, develop, and optimize computer vision algorithms for defect detection, feature recognition, and automation in semiconductor manufacturing. Implement deep learning-based vision models for high-speed and high-accuracy inspection processes. Integrate vision systems with robotics, automation platforms, and semiconductor backend equipment (e.g., wire bonders, die bonders). Develop and fine-tune image processing techniques for pattern recognition, object tracking, and quality inspection. Work closely with cross-functional teams to enhance real-time vision inspection and improve production yield. Conduct data analysis, model validation, and performance tuning to meet industry standards. Optimize vision system performance in terms of latency, accuracy, and robustness . Requirements: Bachelor's or Master’s degree in Computer Science, Electrical Engineering, Robotics, or related fields . Strong experience in computer vision, image processing, and machine learning . Proficiency in Python, C++, OpenCV, TensorFlow, or PyTorch for vision-related applications. Experience with deep learning models (CNNs, GANs, Transformers) for vision tasks is a plus. Familiarity with semiconductor automation, optical inspection, or metrology is advantageous. Knowledge of real-time processing, embedded systems, and hardware acceleration (CUDA, FPGA, etc.)is a plus. Strong analytical, problem-solving, and communication skills. #J-18808-Ljbffr

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