AI/ML Research Scientist

ResponsibilitiesPeraton 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 simulationsDesign and implement prototypes that operationalize research into usable capabilitiesWork with teammates to translate customer needs into technical approaches, balancing novelty with feasibility and deployabilityProduce high-quality technical documentation, briefings and presentations, and contribute to reports, proposals, whitepapers, and publicationsMaintain strong system hygiene: Linux-based development, version control, containers, reproducibility, and clean software practicesLearn and integrate new tools/technologies quickly to keep pace with evolving customer needs and emerging research#plabs26QualificationsRequired QualificationsMinimum of MS with 6+ years of experience or PhD with 3+ years of experience in Computer Science, Electrical and Computer Engineering, or closely related fieldExpertise in machine learning and optimization techniquesHands-on experience with ML tooling such a PyTorch, TensorFlowKnowledge of LLMs and agentic AI is a plusExperience with modeling, simulation and analysisExperience with developing surrogate models is a plusStrong software development skills in Python, C/C++Proficiency with Linux, Git, Docker and KubernetesExcellent oral and written communication skills (technical presentations + well-structured documentation)Ability to work independently, manage ambiguity, and deliver tangible outputs in a research environmentUS Citizenship is a requirement for this positionWillingness and eligibility to obtain a Secret clearanceCandidate will be required to travel to Basking Ridge, NJ as needed - expected at 25%. Preferred QualificationsHistory of peer-reviewed publications, patents, open-source contributions, or evidence of research impact in the relevant areasCurrent security clearance is a plusPeraton OverviewPeraton 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 world’s 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 can’t be done by solving the most daunting challenges facing our customers. Visit peraton.com to learn how we’re keeping people around the world safe and secure.Target Salary Range$135,000 - $216,000. This represents the typical salary range for this position. Salary is determined by various factors, including but not limited to, the scope and responsibilities of the position, the individual’s experience, education, knowledge, skills, and competencies, as well as geographic location and business and contract considerations. Depending on the position, employees may be eligible for overtime, shift differential, and a discretionary bonus in addition to base pay.EEOEEO: Equal opportunity employer, including disability and protected veterans, or other characteristics protected by law.Job SummaryRequisition ID: 2026-171438Position Category: Scientific, Research & AnalysisClearance: Secret