Deep Learning Engineer
Job Description
- Research, prototype, optimize and deploy state-of-the-art perception algorithms for production autonomous vehicles, with deep learning and/or traditional computer vision algorithms.
- Train large-scale deep learning models on GPU clusters and improve algorithms through tracked evaluation metrics.
- Optimize utilization of deep learning compute resources via quantization, pruning and other model optimization techniques.
- Work closely with software and test teams on development of algorithm/software modules on simulation and on-target platforms.
- Master degree in Computer Science, Electrical Engineering, Physics, Applied Mathematics, Statistics or related field.
- Strong hands-on skills with at least one of the following deep learning frameworks (PyTorch, TensorFlow, etc.)
- Familiar with classical computer vision algorithms such as multiview geometry.
- Proficient in developing algorithms in either C/C++ or Python.
- Strong will to research, develop and apply deep learning algorithms to new problems.
- Good communication skills to convey information clearly.
- Experience in developing perception algorithms in autonomous driving, either for advanced driving assistant system (ADAS) or L4 robotaxi.
- Research experience in Deep Learning or Computer Vision
- Strong publication in top AI conferences (CVPR, ICCV, ECCV, NIPS, ICML, ICLR, etc.) or experience in Kaggle competition
- PhD training in Natural Science or Engineering.
What do we provide:
- A fun, supportive and engaging environment
- Opportunity to make significant impact on transportation revolution by the means of advancing autonomous driving
- Opportunity to work on cutting edge technologies with the top talent in the field
- Competitive compensation package
- Snacks, lunches, and fun activities
We are an Equal Opportunity Employer. It is our policy to provide equal employment opportunities to all qualified persons without regard to race, age, color, sex, sexual orientation, religion, national origin, disability, veteran status or marital status or any other prescribed category set forth in federal or state regulations.
Date Posted
08/28/2022
Views
5
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