Machine Learning Engineer - Robot Perception
Maven Robotics5 months ago
Responsibilities
- Develop, train, and deploy ML-based perception algorithms for object detection and scene understanding.
- Integrate sensor fusion techniques using cameras, depth sensors, IMUs, and tactile feedback.
- Optimize real-time perception pipelines for low-latency and robust performance.
- Collaborate with hardware engineers to design sensor configurations and optimize models.
- Contribute to the AI and autonomy stack for seamless integration with other systems.
- Provide technical mentorship to junior engineers.
Requirements
- MS or PhD in machine learning, computer science, robotics, or a related field.
- Strong background in computer vision, deep learning, and sensor fusion.
- Proficiency in Python and C++, with experience in frameworks like PyTorch and TensorFlow.
- Hands-on experience with real-world robotics perception systems.
- Experience with hardware setup and calibration of sensors.
- Experience in data collection and management for training ML models.
- Self-starter attitude with problem-solving skills.
- Enthusiasm for working in a fast-paced startup environment.