Autonomy Engineer - Deep Learning

About the Role

Learning a semantic and geometric understanding of the world from visual data is the core of our autonomy system. We are pushing the boundaries of what is possible with real-time deep networks to accelerate progress in intelligent aerial robots that can autonomously navigate in unknown environments and deliver operational value to users.

Responsibilities

• Design, implement, and deploy computer vision and multimodal deep learning models for Skydio's autonomy system
• Train and deploy optimized models to products for solving challenging problems such as optical flow estimation, stereo depth estimation, object detection, segmentation and tracking, visual place recognition, localization and mapping, few-shot learning, occupancy networks, and automated path planning
• Leverage massive amounts of real world video and other sensor data for data mining and curation