What are the responsibilities and job description for the Machine Learning Lead for Autonomous Robotics position at Quantix Search?
Job Overview
">Quantix Search is seeking an experienced Machine Learning Lead for Autonomous Robotics to join our team. As a key member of our organization, you will play a crucial role in designing, developing, and evaluating our clients perception system, ensuring seamless integration with various hardware components.
Responsibilities:
">- Design and develop advanced machine learning algorithms for sensor fusion, dataset management, and performance testing.
- 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 critical 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.
