Senior Perception Engineer, Facial Recognition
Description For Senior Perception Engineer, Facial Recognition
Sauron is revolutionizing residential security through innovative autonomous robots, bringing the advanced technology of self-driving cars to home protection. Backed by an $18M seed round from prominent investors including A* and Atomic, with participation from 8VC and Flock Safety CEO, the company is led by experienced entrepreneurs and roboticists from Zipline, Tesla, and Cloud Kitchens.
As a Senior Perception Engineer focusing on Facial Recognition, you'll play a crucial role in developing and optimizing cutting-edge facial recognition systems. The position demands expertise in machine learning, particularly in handling real-world challenges like poor lighting conditions and occlusions. You'll lead dataset management, model training, and system optimization efforts while ensuring robust performance in safety-critical applications.
The ideal candidate brings 5+ years of experience in machine learning for hardware products in safety-critical fields, with deep expertise in modern ML techniques and frameworks. You'll work in a collaborative environment that values continuous improvement, test-driven development, and ownership across the technology stack.
This role offers an exciting opportunity to shape the future of home security through AI and robotics, working with state-of-the-art technology and tackling complex technical challenges. You'll be part of a team that emphasizes practical solutions, continuous deployment, and maintaining high code quality standards. The position offers competitive compensation including equity, reflecting the critical nature of the role in the company's mission to protect homes and families through advanced technology.
Responsibilities For Senior Perception Engineer, Facial Recognition
- Lead development efforts on facial recognition systems
- Extract maximum value from sensors while being robust to occlusions, poor lighting and disguises
- Lead collection, labeling, and management of datasets for ML models
- Leverage state of the art models for facial recognition
- Perform trade studies for new sensors or processing approaches
- Analyze system performance in simulation and field deployments
- Probe neural networks to address edge case failures
- Design systems with self-diagnostic capabilities
- Contribute to machine learning infrastructure
Requirements For Senior Perception Engineer, Facial Recognition
- 5+ years of professional experience with ML for hardware products in safety-critical fields
- Deep understanding of modern machine learning techniques
- Clear grasp of linear algebra, optimization, statistics, and algorithms
- Experience with deep-learning models, custom layers/operations, and edge compute optimization
- Extensive experience with PyTorch, Tensorflow or other ML frameworks
- Familiar with VLMs and multi-modal models
- Ability to solve complex problems with little supervision
- Excellent written and verbal communication skills
- Generalist mindset with ability to work across different systems
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