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Optical System Engineer

1 month ago

Santa Clara, California, United States Kelly Science, Engineering, Technology & Telecom Full time
Job Title: Optical System Engineer

We are seeking an expert in image signal quality to collaborate with our team in optimizing image processing systems for computer vision and machine learning on large datasets from our agricultural robotic systems.

Key Responsibilities:
  • Drive system level specifications for image processing systems and CVML applications
  • Optimize ISPs for image quality for human and machine vision
  • Create image quality metrics from robotic systems utilizing 4-band imagery
  • Make photographic decisions based on machine learning metrics and model evaluation from robotic tasks
  • Develop image processing algorithms for image quality analysis for low-latency CV applications including feature detection and object tracking
Requirements:
  • BS or higher in Engineering or technical fields such as Engineering, Computer Science, Robotics, Physics, Mathematics, or Data Science
  • 5+ related industry experience
  • Experience with kernel camera drivers, programming ISPs, preprocessing pixel data and feeding images to inference pipelines
  • Understanding of model evaluation for robotic tasks
  • Excellent cross-functional collaboration with strong written and verbal skills
Preferred Experience and Skills:
  • Experience developing optical systems, computer vision algorithms, and image analysis for large photographic data sets
  • Experience with Python, C/C++, MATLAB
  • Experience with machine learning for processes such as object classification, depth estimation, model training, image labeling for large datasets
  • Understanding of Deep Learning models with large-scale datasets
  • Experience with sensor integration and vision systems on autonomous vehicles or robotic systems
  • Understanding of methods to optimize machine learning model inference on embedded devices

Please submit your updated resume to Deas172@kellyservices.com to be considered for this opportunity.