AIML Research Scientist

Peraton Labs is seeking a self-motivated AI/ML Research Scientist with a strong foundation in machine learning optimization techniques and data analytics to help design and deliver next-generation ML-driven modeling simulation and analysis (MSA) capabilities. The role focuses on research prototyping and evaluation of AI/ML-driven analytics to expedite MSA including development of surrogate models to reduce simulation run times. The role requires a deep understanding of machine learning techniques and optimization algorithms and working with simulators.

You will work with a small team of research scientists to investigate challenging problems develop optimization and AI/ML-based solutions software prototypes and demonstrate performance through hands-on evaluations. The ideal candidate thrives in an environment where they can independently drive technical work while communicating results clearly through presentations and written technical documents.

Key responsibilities:

• Conduct applied research on AI/ML-driven analytics using cutting edge machine learning and optimization techniques to expedite high-fidelity modeling and simulations
• Design and implement prototypes that operationalize research into usable capabilities
• Work with teammates to translate customer needs into technical approaches balancing novelty with feasibility and deployability
• Produce high-quality technical documentation briefings and presentations and contribute to reports proposals whitepapers and publications
• Maintain strong system hygiene: Linux-based development version control containers reproducibility and clean software practices
• Learn and integrate new tools/technologies quickly to keep pace with evolving customer needs and emerging research

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Required Qualifications

• Minimum of MS with 6 years of experience or PhD with 3 years of experience in Computer Science Electrical and Computer Engineering or closely related field
• Expertise in machine learning and optimization techniques
• Hands-on experience with ML tooling such a PyTorch TensorFlow
• Knowledge of LLMs and agentic AI is a plus
• Experience with modeling simulation and analysis
• Experience with developing surrogate models is a plus
• Strong software development skills in Python C/C
• Proficiency with Linux Git Docker and Kubernetes
• Excellent oral and written communication skills (technical presentations well-structured documentation)
• Ability to work independently manage ambiguity and deliver tangible outputs in a research environment
• US Citizenship is a requirement for this position
• Willingness and eligibility to obtain a Secret clearance
• Candidate will be required to travel to Basking Ridge NJ as needed - expected at 25%.

Preferred Qualifications

• History of peer-reviewed publications patents open-source contributions or evidence of research impact in the relevant areas
• Current security clearance is a plus

Peraton is a next-generation national security company that drives missions of consequence spanning the globe and extending to the farthest reaches of the galaxy. As the worlds leading mission capability integrator and transformative enterprise IT provider we deliver trusted highly differentiated solutions and technologies to protect our nation and allies. Peraton operates at the critical nexus between traditional and nontraditional threats across all domains: land sea space air and cyberspace. The company serves as a valued partner to essential government agencies and supports every branch of the U.S. armed forces. Each day our employees do the cant be done by solving the most daunting challenges facing our customers. Visit to learn how were keeping people around the world safe and secure.