AI/ML Research Scientist

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 9/29/2026full-timeRemote • United StatesMid-LevelSenior💰 $135,000 - $216,000 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 Linux-based development, version control, and containerization, while effectively communicating technical concepts through documentation and presentations.

Highest-signal resume keywords

Machine Learning ExpertiseOptimization TechniquesPython DevelopmentLinux ProficiencyTechnical Communication

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 Prototyping

Soft Skills

Excellent CommunicationIndependent WorkProblem SolvingManaging Ambiguity

Tools & Technologies

PyTorchTensorFlowLinuxGitDockerKubernetes

Certifications & Qualifications

US CitizenshipSecret Clearance Eligibility

Industry Keywords

AIMLHigh-Fidelity ModelingTechnical PresentationsPeer-Reviewed Publications

Tech Stack

Tools & technologies

DockerKubernetesLinuxPythonPyTorchTensorflowC++

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 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
Investigate challenging problems, develop optimization and AI/ML-based solutions and software prototypes, and demonstrate performance through hands-on evaluations

Requirements

What you’ll need

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

Benefits

Comp & perks

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