Perception System Developer

3 days ago


San Francisco, California, United States Sauron Home Full time
About the Role:

Sauron Home is looking for a highly skilled Perception System Developer to join our team. In this role, you will design, develop, and evaluate models for perception tasks that include both classic computer vision approaches and more modern ML approaches. Your hardware will operate around the home and must be able to complete its mission reliably in the face of all environmental conditions.

The ideal candidate will have 4+ years of professional experience with machine learning for hardware products in a safety-critical field. They should be passionate about ML, both robust engineering and research challenges. The candidate should also have an understanding of the theory and practice of modern machine learning techniques, including basic linear algebra, optimization, statistics, and algorithms.

You will extract the maximum value from our sensors, fuse all observations available while being robust to occlusions, poor lighting, and disguises. You will also assist in the collection, labeling, and management of datasets to train and evaluate ML models. Additionally, you will leverage state-of-the-art models for 3D object detection, tracking, facial recognition, and semantic scene understanding, and push them to the limits of their performance in this problem domain.

The estimated salary for this position is $180,000 per year, considering the location and industry standards.

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