Principal / Sr. Principal Signal / Image Processing Engineer

Northrop Grumman Northrop Grumman · Aerospace · Los Angeles, CA +1 · Systems/Architecture/Test

Develop and prototype signal and image processing algorithms, including AI/ML-based approaches, for applications like pattern recognition, target detection, and tracking. Collaborate with software engineers for implementation and testing.

What you'd actually do

  1. Introducing and developing new algorithm components for the exploitation of signal and image data
  2. Applying classical signal/image processing algorithms and/or machine learning algorithms to large sets of structured and unstructured data to solve a broad range of problems that include applications in pattern recognition, target detection and tracking, and false alarm mitigation
  3. Interfacing with software engineers to ensure implemented algorithms are correct, robust, and maintainable
  4. Designing a robust test suite
  5. Creating presentation material to explain and document work, and presenting to internal and external stakeholders

Skills

Required

  • Bachelors of Science in a STEM discipline
  • Active U.S. Government Top Secret Clearance
  • MATLAB
  • Python
  • presentation skills
  • communication and interpersonal skills

Nice to have

  • Experience designing novel mathematical and statistical modeling and algorithm products to tackle the challenges of prediction, optimization, and classification
  • Experience designing signal processing algorithms for advance computer architectures
  • C / C++
  • current AI/ML techniques

What the JD emphasized

  • Top Secret Clearance
  • Top Secret
  • signal/image processing

Other signals

  • AI/ML-based algorithms
  • pattern recognition
  • target detection and tracking
  • false alarm mitigation