gem
Software Engineer, Perception
Rain Aerospace
Alameda, USA
Full-time
Senior · 6+ years experience
Onsite
Discovered 1 weeks ago
C++LinuxGPUKalman filtersMachine learningComputer vision
Free
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Role Overview
What we do
Key Skills for This Role
C++LinuxGPUKalman filtersMachine learningComputer vision
Full Job Posting
What you will do
- Apply machine learning and classical techniques to perform real-time mapping of wildfire environments for suppression and fire management onboard aircraft
- Drive the design, development, testing, and deployment of the perception system, collaborating with engineering and field operations
- Produce performant software for ingesting sensor data, classifying, segmenting, tracking, localizing, and modeling the wildfire environment on resource limited targets
- Design experiments, data collection efforts, and curate training/evaluation sets
- Architect, design, and implement core product applications as well as tools and infrastructure
- Write performant, well-abstracted software, and improve code quality through design and code reviews
What you have done
6+ years of experience in computer vision and machine learning, including segmentation, localization, and world modeling
Strong proficiency in C++14 (or newer) development for resource limited environments
Experience designing and developing algorithms for a variety of sensors such as visual and thermal cameras, RADAR, LiDAR, etc.
Strong mathematical skills and understanding of probabilistic techniques for uncertainty modeling
You thrive in a fast paced, collaborative, small team environment with minimal supervision
Excellent analytical and communication skills, demonstrated collaboration with interdisciplinary teams
What will make you a great fit
Experience with real-time perception systems for safety critical applications
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