视觉算法部署实习生

Caterpillar UK

**
Deep learning model deployment on embedded platforms
Ros2, deepstream, arm, nvidia jetson/orin experience
Tensorrt, cuda, cudnn, onnx runtime for inference acceleration
** Caterpillar UK is seeking a Visual Algorithm Deployment Intern to assist in the development and implementation of vision solutions for autonomous driving applications. The role requires a strong background in computer science or related fields, with hands-on experience in deep learning and embedded systems. **

Job Summary

  • This role involves assisting in the design and implementation of visual solutions for autonomous driving applications.
  • Candidates will be responsible for integrating embedded systems with visual components, conducting testing, and optimizing model performance.
  • The position requires building and maintaining datasets while performing quality control on training data and model evaluation.

Matching Summary

Match Score: 75

** Caterpillar UK is seeking a Visual Algorithm Deployment Intern to assist in the development and implementation of vision solutions for autonomous driving applications. The role requires a strong background in computer science or related fields, with hands-on experience in deep learning and embedded systems. **

Skills & Requirements

Must-have

  • Deep learning model deployment on embedded platforms
  • ROS2, DeepStream, ARM, NVIDIA Jetson/Orin experience
  • TensorRT, CUDA, cuDNN, ONNX Runtime for inference acceleration
  • Linux Embedded system debugging and cross-compilation
  • Python and C++ programming proficiency

Nice-to-have

  • Strong problem-solving and teamwork abilities
  • Clear communication of technical concepts
  • Experience with CNN and YOLO series algorithms

Key Requirements

  • Bachelor's or Master's degree in Computer Science, EE, or Automation
  • Weekly availability of 4+ days for at least 4 months

Work Rights

Not specified

Tailored Resume

Cover Letter