AI/ML Research Scientist, SME

Peraton

. Conduct applied research on AI/ML-driven analytics using cutting-edge machine learning and optimization techniques to expedite high-fidelity modeling and simulations .

Posted 10/9/2026full-timeHome • Virginia • United StatesSeniorLead💰 $176,000 - $282,000 per yearWebsite

Core Competencies

Role fit

Core Competencies

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Demonstrates expertise in AI/ML-driven analytics, machine learning, and optimization techniques, with strong software development skills in Python and C/C++. Proficient in producing technical documentation and presentations while effectively collaborating in a research environment.

Highest-signal resume keywords

Machine Learning ExpertiseOptimization TechniquesPython DevelopmentPyTorch and TensorFlowLinux Proficiency

ATS Keywords

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Applicant Tracking System Keywords

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Hard Skills

Machine LearningOptimization TechniquesPythonC/C++ModelingSimulationSurrogate ModelsTechnical DocumentationResearch ImpactAI/ML Solutions

Soft Skills

Excellent CommunicationIndependent WorkProblem-SolvingTeam CollaborationManaging Ambiguity

Tools & Technologies

PyTorchTensorFlowLinuxGitDockerKubernetes

Certifications & Qualifications

TS/SCI Clearance EligibilityUS Citizenship

Industry Keywords

AI/ML AnalyticsResearch EnvironmentTechnical PresentationsPeer-Reviewed PublicationsOpen-Source Contributions

Tech Stack

Tools & technologies

DockerKubernetesLinuxPythonPyTorchTensorflowTypeScriptC++

About the role

Key responsibilities & impact

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 technical documentation, briefings and presentations, and contribute to reports, proposals, whitepapers, and publications
Maintain Linux-based development, version control, containers, reproducibility, and clean software practices
Learn and integrate new tools and technologies quickly to address evolving customer needs and emerging research
Investigate challenging problems with a small team of research scientists
Develop optimization and AI/ML-based solutions and software prototypes
Demonstrate performance through hands-on evaluations
Independently drive technical work and communicate results through presentations and written technical documents

Requirements

What you’ll need

Minimum of MS with 14+ years of experience or PhD with 10+ 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 as PyTorch and 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 and C/C++
Proficiency with Linux, Git, Docker and Kubernetes
Excellent oral and written communication skills, including technical presentations and 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 TS/SCI clearance
Willingness to travel to Basking Ridge, NJ as needed, expected at 25%
Preferred: history of peer-reviewed publications, patents, open-source contributions, or evidence of research impact
Current security clearance is a plus

Benefits

Comp & perks

Potential eligibility for overtime
Potential eligibility for shift differential
Potential eligibility for discretionary bonus