Software Engineer, Perception
Description For Software Engineer, Perception
Aurora, a leading autonomous vehicle technology company, is seeking a Senior Software Engineer specializing in Perception to join their innovative team. This role is crucial in developing the Aurora Driver, their autonomous driving platform that aims to revolutionize transportation safety and efficiency.
The position combines advanced machine learning, computer vision, and software engineering to create robust perception systems for autonomous vehicles. You'll work on challenging problems in traffic actor detection, action recognition, and semantic understanding of various traffic scenarios. The role requires expertise in C++, Python, and modern deep learning frameworks.
As a Senior Software Engineer in the Perception team, you'll collaborate with other autonomy experts to develop and implement state-of-the-art algorithms that power the Aurora Driver. Your work will directly impact the safety and effectiveness of autonomous vehicles operating on highways and city streets.
The company offers a competitive salary range of $152,000-$227,000, plus bonus and equity compensation. Aurora's culture emphasizes integrity, ambitious goals, and collaborative success. They're committed to diversity and inclusion, considering candidates regardless of background and providing reasonable accommodations as needed.
This is an exceptional opportunity for an experienced engineer to work on cutting-edge technology that will shape the future of transportation. You'll be part of a team tackling complex technical challenges while contributing to Aurora's mission of making transportation safer, more accessible, and more efficient than ever before.
Responsibilities For Software Engineer, Perception
- Collaborate with Perception autonomy team to improve/ideate and implement perception algorithms
- Serve as a technical expert in machine learning and computer vision
- Research and develop state-of-the-art deep learning/machine learning models
- Design, prototype and evaluate machine learning algorithms and DNN architectures
- Drive performance improvements & own validation for perception capabilities
- Integrate, test, and deploy production-ready solutions
Requirements For Software Engineer, Perception
- Excellent software engineering skills in C++ and Python
- Extensive experience in deep learning frameworks (PyTorch, JAX, TensorFlow)
- 6+ years of industry experience in Computer Vision, Machine Learning, Deep Learning, or AI
- Relevant industry experience in self-driving vehicles, autonomy, or robotics projects
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