Principal / Sr. Principal Signal / Image Processing Engineer

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

Develop and prototype new 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 refine algorithms using program databases. Requires a Secret clearance.

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
  • US Citizen
  • Active US Government Secret Clearance
  • Ability to meet customer-specific security screening requirements
  • Willingness and ability to work onsite full-time in Woodland Hills, CA
  • Background in signal/image processing
  • Experience working in MATLAB and/or Python
  • Demonstrated presentation skills
  • Demonstrated effective communication and interpersonal skills
  • Ability to collaborate effectively with internal and external stakeholders

Nice to have

  • Experience designing novel mathematical and statistical modeling and algorithm products
  • Experience designing signal processing algorithms for advance computer architectures
  • Familiarity with C / C++
  • Familiarity with current AI/ML techniques
  • Active US Government Top Secret Clearance and enrolled in Continuous Evaluation

What the JD emphasized

  • current/active Top Secret clearance
  • Secret Clearance
  • Top Secret Clearance

Other signals

  • AI/ML-based algorithms
  • develop and prototype new algorithms
  • refine the algorithms
  • implement the algorithms in configured software products
  • pattern recognition
  • target detection and tracking
  • false alarm mitigation