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:
- Master’s degree in Computer Science/Engineering, Math, Physics and related field. Bachelor's degree holders should have research experience in machine vision related projects.
- 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.
What we offer:
At ASMPT, we are committed to providing a supportive and rewarding work environment for our employees. Some of the key benefits you can expect include:
- Competitive salary and performance-based bonuses
- Company Transport
- Flexible work arrangements
- Comprehensive health and wellness benefits
- Opportunities for professional development and career advancement
- Collaborative and innovative company culture