What are the responsibilities and job description for the Perception System Architect position at Quantix Search?
System Design and Development
">Quantix Search seeks a Perception System Architect to design and develop cutting-edge perception systems that enable seamless interaction between machines and their environment. As a key member of our team, you will lead the development of robust and reliable perception systems that meet the demands of complex scenarios.
Responsibilities:
">- Design and develop novel perception systems that integrate multiple sensors and machine learning algorithms.
- Collaborate with hardware engineers to optimize system components for perception tasks.
- Develop and maintain scalable machine learning infrastructure for distributed training and data management.
- Work closely with cross-functional teams to resolve system limitations and edge cases.
- Develop and refine models for 3D detection, tracking, and scene understanding.
Requirements
">For this role, we require a candidate with at least 5 years of experience in machine learning for hardware systems, preferably in safety-critical domains. Strong foundations in ML models for object detection, scene understanding, and system performance evaluation are necessary. Excellent collaboration skills, particularly with hardware and data teams, are also essential.
