Perception Software Engineer
A company is looking for a Perception Software Engineer to join their ML Perception team and focus on multimodal efficient deep learning for autonomous driving systems.
Key Responsibilities
Develop and implement optimized real-time onboard multimodal multitask ML perception models
Apply techniques to optimize model inference on Jetson, including quantization and pruning
Research multiview sensor fusion and scene understanding, focusing on anomaly detection
Required Qualifications
Bachelor's degree in Computer Science, Computer Engineering, Electrical Engineering, or a related field
3 years of professional experience in Machine Learning, preferably in automotive applications
Strong programming skills in Modern C++ and/or Python
Familiarity with deep learning frameworks such as Pytorch and modern architectures
Experience in optimizing model inference and/or CUDA kernel development is preferred
A company is looking for a Perception Software Engineer to join their ML Perception team and focus on multimodal efficient deep learning for autonomous driving systems.
Key Responsibilities
Develop and implement optimized real-time onboard multimodal multitask ML perception models
Apply techniques to optimize model inference on Jetson, including quantization and pruning
Research multiview sensor fusion and scene understanding, focusing on anomaly detection
Required Qualifications
Bachelor's degree in Computer Science, Computer Engineering, Electrical Engineering, or a related field
3 years of professional experience in Machine Learning, preferably in automotive applications
Strong programming skills in Modern C++ and/or Python
Familiarity with deep learning frameworks such as Pytorch and modern architectures
Experience in optimizing model inference and/or CUDA kernel development is preferred