Vision Engineer

2 weeks ago

Singapore ASMPT SINGAPORE PTE. LTD. Full time
Roles & Responsibilities

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.

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
Tell employers what skills you have

TensorFlow
Machine Learning
Image Processing
Data Analysis
Hardware
OpenCV
Computer Vision
Embedded Systems
PyTorch
FPGA
Python
Robotics
Metrology
Manufacturing
Electrical Engineering
C++

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