[Hiring] AI/ML Research Scientist @Peraton

Role Description

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 the 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:

• 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.

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 as 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%.

Requirements

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

Benefits

• Salary Range: $135,000 - $216,000, determined by various factors including scope and responsibilities, experience, education, knowledge, skills, and geographic location.
• Employees may be eligible for overtime, shift differential, and a discretionary bonus in addition to base pay.