Scientist V

General Atomics

Company

General Atomics

Job Summary

General Atomics (GA), and its affiliated companies, is one of the world’s leading resources for high-technology systems development ranging from the nuclear fuel cycle to remotely piloted aircraft, airborne sensors, and advanced electric, electronic, wireless and laser technologies.

General Atomics Electromagnetic Systems (GA-EMS) designs and manufactures first-of-a-kind electromagnetic and electric power generation systems. GA-EMS’ expanding portfolio of specialized products and integrated system solutions support critical fleet, space systems and satellites, missile defense, power and energy, and process and monitoring applications for defense, industrial, and commercial customers worldwide.  We are looking for an experienced Electro-Optical Scientist, with a solid background inComputer Vision (CV) as applied to complex EO/IR sensors to join our team in Longmont, CO. 

DUTIES &RESPONSIBILITIES:

  • Collaborate with our cross-functional R&D team to develop novel and exquisite, highly integrated EO/IR sensor systems, with your immediate emphasis on image processing algorithms, developing machine learning models and training deep neural networks for computer vision tasks, culminating with deployment of full AI/ML solutions.
  • Responsible for developing and implementing cutting-edge algorithms and techniques to enhance image quality, analyze image data, data reduction, and automate image-based object/target recognition (ATR) on space and airborne platforms.
  • Solve exciting and difficult real-world problems in image processing, including but not limited to: Object detection, pose estimation, detection of static and moving targets, target tracking, ghost removal, de-blurring, super-resolution, contrast Enhancement, region detection, shape matching, image fusion from multi-modal data, model fitting, clutter suppression, SNR enhancement, 3D/depth image processing, rectification, registration, transformation, denoising, mosaic building, and image reconstruction..
  • Research and Development with Classical and AI/ML based Computer Vision Algorithms, and ability to distinguish advantages/disadvantages of using classical vs. AI/ML in specific situations.
  • Ability to evaluate approaches based on image processing performance, speed, and efficiency when implemented on PCs and embedded real-time platforms and looking for ways for reducing computational burden.
  • Participate in company growth in this area and effectively interact with engineers and program office across multiple disciplines including systems, EO subsystems, optics, opto-mechanics, detectors, cryogenics, Guidance Navigation and control (GNC), and EO system test and verification in areas of space based remote sensing, airborne surveillance and reconnaissance, missile seekers, and other autonomous platforms.

We recognize and appreciate the value and contributions of individuals with diverse backgrounds and experiences and welcome all qualified individuals to apply.

 

Travel Percentage Required

0% – 25%

Clearance Level

Secret

Clearance Required?

Desired

Job Qualifications

  •  Typically requires a Bachelors degree, Masters degree or PhD in a scientific or related technical field and progressively complex scientific experience as follows; nine or more years experience with a Bachelors degree, seven or more years experience with a Masters degree, and four or more with a PhD. Equivalent scientific experience may be substituted in lieu of education
  • Background in EOIR sensors and systems along with image processing. 
  • Solid experience with C,C++, Mathworks MATLAB, OpenCV, Python, CUDA, along with experience with a machine learning frameworks such as PyTorch, Caffe, Tensorflow, Jupyter Notebook; ability/willingness to learn other languages/tools, e.g. NumPy, SciPy, scikit-image)
  • Experience with Linux and real-time operating systems desirable.
  • Strong background in mathematics, physics, computer science, computer vision, machine learning, and deep learning (Network Development, Training and Deployment) to wide range of CV applications
  • Ability to obtain and maintain a DoD security clearance is required

US Citizenship Required?

Yes

To apply for this job please visit sjobs.brassring.com.