Machine Learning Engineer, Perception
Core
Build and deploy highly reliable ML solutions for autonomous drone navigation, optimizing for resource-constrained, real-time environments to ensure safe flight.
Role type
Senior IC machine learning engineer (perception/autonomous systems)
Builds
Production ML models and flight code for autonomous delivery drones
Domain
Robotics, autonomous systems, computer vision
Deliverable
production ML models
Required skills
Deep learning, computer vision, Python, C++, JAX, PyTorch, TensorFlow, CNNs, Transformers, multi-view geometry, 3D reconstruction, depth estimation, object detection, localization, semantic segmentation, vision foundation models
Preferred skills
Experience in robotics or autonomous systems, software design, simple pragmatic solutions
Technologies
JAX, PyTorch, TensorFlow, CNNs, Transformers
Responsibilities
Design and deploy ML solutions for backend and real-time environments; monitor and improve existing ML models and infrastructure; collaborate with hardware, software, and flight-testing teams to take features to production
Seniority
Senior, hands-on IC
