Tech Stack
Computer VisionMachine LearningSegmentationLocalizationWorld ModelingC++Visual CamerasThermal CamerasRadarLidarProbabilistic TechniquesReal-Time Perception SystemsDepth EstimationTrackingGeospatial ModelingGpu ProcessingSensor CalibrationCamera GeometryKalman FiltersLinux
Solid badges = required, outlined = preferred
Responsibilities
- 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.
Soft Skills
Analytical SkillsCommunication SkillsCross-Functional Collaboration
Benefits
- Health Insurance
Culture
Fast-PacedCross-Functional TeamsCollaborative Space
Requirements
Preferred: M.S or a Ph.D. in Robotics, Computer Science, Electrical Engineering, or a related field
Regions: Us
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About Rain
Industry: wildfire suppression
Size: startup
Rain is a company that integrates with early wildfire detection to dispatch autonomous aircraft to suspected ignitions, providing technology to stop wildfires in their earliest stages.
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