Planet

Senior AI/Edge Compute Engineer

Planet

full-time

Posted on:

Origin:  • 🇺🇸 United States • California

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Salary

💰 $182,900 - $228,600 per year

Job Level

Senior

Tech Stack

CloudPythonTensorflow

About the role

  • Develop onboard computer vision and machine learning models that enable real time segmentation, feature detection, and object recognition.
  • Develop pre-processing of raw imagery onboard the satellite to make them useable by the machine learning algorithms
  • Collaborate with other space systems and software engineering teams to implement deep-learning-based object detection systems on pre-processed imagery for identifying, characterizing, and classifying objects
  • Explore and develop new methods for improving detection performance and improving the runtime of inference targeting the NVIDIA Jetson platform.
  • Work with internal customers to develop onboard processing and machine learning pipelines for various use cases and classification tasks
  • Help to architect and develop the data pipeline and platform supporting onboard processing
  • Hardware/software co-development of edge computing solutions for Planet’s next generation spacecraft
  • Own and drive performance metrics (e.g. latency, memory, bandwidth, power)

Requirements

  • 10+ years developing algorithms and solving problems pertaining to image processing, computer vision, object detection, machine learning
  • Experience in software development, especially for computationally constrained environments
  • Extensive experience programming in Python and/or C++ with computer vision libraries
  • Understanding of version control (eg git) and CI tools
  • Proficient in GPU-based computing frameworks (OpenCL/CUDA/TensorFlow), including working with NVIDIA's TensorRT
  • Understanding of embedded and high efficiency software architectures
  • Experience designing low latency, highly performant code
  • Experience in hardware and software co-design
  • Bachelor’s degree in Computer Science, Computer Engineering, Electrical Engineering, or other relevant degree
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