Automation Optical Inspection (AOI) Engineer

DESAY SV AUTOMOTIVE SINGAPORE PTE. LTD.

Singapore
Deep learning based industrial visual aoi inspection
Edge ai deployment for manufacturing equipment
Multimodal deep neural network models fine-tuning
The team is building next-generation AI-powered industrial AOI systems focusing on high-precision visual inspection and edge-deployable solutions

Job Summary

  • The team is building next-generation AI-powered industrial AOI systems focusing on high-precision visual inspection and edge-deployable solutions.
  • Responsibilities include designing deep neural networks for defect detection, visual alignment, and irregular shape detection using various data modalities.
  • Engineers will optimize model inference performance for latency and throughput while integrating into real production lines.

Matching Summary

Match Score: 85

The team is building next-generation AI-powered industrial AOI systems focusing on high-precision visual inspection and edge-deployable solutions.

Skills & Requirements

Must-have

  • Deep learning based industrial visual AOI inspection
  • Edge AI deployment for manufacturing equipment
  • Multimodal deep neural network models fine-tuning
  • Python and PyTorch proficiency
  • Linux C/C++ programming

Nice-to-have

  • Industrial cameras and lighting experience
  • NVIDIA TensorRT and CUDA optimization
  • ROS 2 or real-time system integration
  • Industrial communication protocols understanding
  • Intelligent factory AI agent concepts

Key Requirements

  • Master's degree in Computer Vision, Machine Learning, or related field
  • Solid understanding of computer vision and deep learning fundamentals
  • Practical experience with defect detection and segmentation algorithms

Work Rights

Not specified

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