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Software Engineer – Artificial Intelligence & Machine Learning

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Job title: Software Engineer – Artificial Intelligence & Machine Learning

Company: Peraton

Job description: Responsibilities

With a distinguished heritage tracing back to Bell Labs, Bellcore, and Telcordia, our experts pave the way. Peraton Labs delivers innovative solutions and revolutionary new capabilities to solve the most difficult and complex challenges for government agencies, utilities, and commercial customers. Our research and engineering protects mission-critical systems and a broad range of initiatives in computer network defense, electronic warfare, secure-by-design techniques, and cyber operations and experimentation platforms. Your expertise and areas of interest may be applied on one or more programs, providing you new opportunities to learn and grow.

In this position you will work with a small engineering team to develop target recognition algorithms for military applications. In this role you will utilize artificial intelligence and machine learning techniques to develop target recognition algorithms on both synthetic and real image data.

Responsibilities:

  • Develop target recognition algorithms utilizing image processing techniques
  • Develop advanced algorithms that exploit a variety of target signature phenomenology and processing techniques to find threats of interest and discard clutter
  • Algorithms shall be extended to include additional, higher-fidelity target information such as velocity, orientation/aspect angle
  • Train algorithms on both real world data and synthetic data generated from UnReal Engine or other 3D graphic toolsets.
  • Implement algorithms onto real time processing hardware
  • Perform ground truthing of captured data and replicate data through 3D graphics tool suites.
  • Develop and manage large databases of labeled/annotated imagery of military relevant scenarios, to include real and synthetic data, which are suitable for training and testing of algorithms.

Qualifications

Education/Experience:

  • Degree in Physics, Electrical Engineering, or Computer Science
  • 5+ years with BS, 3-5 years with MS, 0-2 years with PhD

Required Skills:

  • Extensive experience utilitizing image processing techniques
  • Experience developing AI/ML Techniques
  • C++, Python, development
  • Modelling and Simulation experience
  • HW/SW integration experience via data acquisition / signal injection
  • Hands-on experience with testing and automation scripting software tools
  • Knowledge of quality standards and regulations
  • Great troubleshooting skills
  • Analytical mindset
  • Excellent written and oral communication skills.
  • U.S. Citizenship Required

Desired Skills:

  • AI/ML Experience
  • Real-time hardware
  • Graphics Processing Units/FPGAs
  • Real-time Linux configuration and performance measurement / tuning
  • Linear Systems Theory / Dynamic system modelling
  • Coordinate system transformations
  • Knowledge of EO/IR spectrum and relevant systems

Peraton Overview

Peraton drives missions of consequence spanning the globe and extending to the farthest reaches of the galaxy. As the world’s leading mission capability integrator and transformative enterprise IT provider, we deliver trusted and highly differentiated national security solutions and technologies that keep people safe and secure. Peraton serves as a valued partner to essential government agencies across the intelligence, space, cyber, defense, civilian, health, and state and local markets. Every day, our employees do the can’t be done, solving the most daunting challenges facing our customers.

Target Salary Range

$112,000 – $179,000. This represents the typical salary range for this position based on experience and other factors.

EEO Tagline (Text Only)

An Equal Opportunity Employer including Disability/Veteran.

Expected salary: $112000 – 179000 per year

Location: Fort Belvoir, VA

Job date: Thu, 04 May 2023 03:45:56 GMT

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