Job description
Role overview
Design and develop machine learning systems for autonomous driving perception. Lead architectural decisions to address complex driving scenarios and scale perception systems. Improve model frameworks while collaborating with cross-functional teams to deliver reliable solutions.
Key focus areas
- Perception system architecture for autonomous vehicles
- Machine learning component development
- Long-range detection and long-tail scenario handling
Responsibilities
- Design and implement core machine learning components for perception systems
- Develop scalable architectures to handle complex driving scenarios
- Prototype and validate architectural decisions for long-range detection
Requirements
- 4+ years of machine learning system development experience
- Strong Python and software architecture skills
- Experience with autonomous vehicle perception systems
Benefits
- Work on cutting-edge autonomous driving technology
- Professional development budget and mentorship programs
Keywords
machine learningperception systemsPythonmodel frameworksautonomous drivingAI architecture