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High-Precision Computer Vision Expert
2 weeks ago
Key Responsibilities
As a High-Precision Computer Vision Expert at Smarter AI DMCC, you will be responsible for designing, implementing, and optimizing high-precision computer vision models for real-time road and cabin scene analysis.
About the Job
- Optimize models for accuracy and performance, focusing on reducing inference time and memory consumption with quantization, pruning, and knowledge distillation.
- Work on embedded systems with hardware accelerators.
- Collaborate with cross-functional teams including camera software engineers and platform developers to align on project goals and execution.
- Continuously fine-tune and improve the model performance based on live data.
Required Skills and Qualifications
- Proficiency in Python, C++, and relevant libraries/frameworks (e.g., PyTorch, TensorFlow, Keras, OpenCV).
- Experience with hardware accelerators for edge deployment (e.g., Ambarella CVFlow, Qualcomm SNPE, NVIDIA Jetson).
- Deep understanding and hands-on experience in the neural network model compression and acceleration techniques such as quantization, pruning, knowledge distillation, and architecture optimization.
