Overview
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 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. Visitperaton.comto learn how we’re keeping people around the world safe and secure.
Responsibilities
Designs, develops, tests, and operationalizes algorithms to solve complex business challenges and mission requirements. Models are built to learn from data and generate predictions aligned with customer-defined business logic and operational needs.Demonstrates proficiency across model architecture, data pipeline integration, and the application, interpretation, and presentation of performance metrics. Maintains a strong understanding of foundational concepts in application development, infrastructure management, data engineering, and data governance.Responsible for training, retraining, deploying, scheduling, monitoring, and continuously improving models based on iterative user and system feedback to deliver scalable, high-performance solutions. May lead geographically distributed teams and frequently serve as the primary point of contact for related technical matters, requiring strong analytical thinking, problem-solving ability, and exceptional communication skills.Technical & Engineering ExpertiseExperience working with various ML libraries, packages, and frameworksExperience with standard machine learning frameworks such as: PyTorch or TensorFlowDesign or select appropriate data and knowledge representation methodsRecognize and apply software architecture, data modeling, and data structure principlesTransform data science prototypes into scalable production solutionsProvide system integration oversightCore AI/ML CapabilitiesSelect appropriate datasets for machine learning applicationsPerform statistical analysis and data interpretationRun and evaluate machine learning algorithmsUse analytical results to improve and optimize modelsTrain and retrain systems as requiredResearch and implement a broad range of AI/ML algorithms and toolsVerify data integrity and model output qualityIdentify data distribution differences that may impact model performanceTesting, Evaluation & ValidationRun standard testing and evaluation protocolsOversee testing and evaluation of AI/ML algorithms through iterative design processesEnsure solutions meet verification and validation requirements#MDFSP#peratonroyalmove
Qualifications
Experience & Education RequirementsMinimum of 5 years of experience in applied machine learning on programs/contracts of similar scope, type, and complexityMaster’s or Ph.D. degree in one of the following from an accredited college or university:Advanced MathematicsArtificial IntelligenceData ScienceComputer ScienceDeep LearningA relevant Bachelor’s degree plus 5 additional years of machine learning experience may be substituted for a Master’s degree.An active TS/SCI with Poly is required.Desired Qualifications:Expert knowledge of multiple programming languages, e.g. Python, Java, C, R, is desired.Benefits:Peraton offers enhanced benefits to employees supporting this critical National Security program, which include heavily subsidized employee benefits coverage for you and your dependents, 25 days of PTO accrued annually up to a generous PTO cap, and eligibility to participate in an attractive bonus plan.Investing in Your Growth:Selected candidates may be eligible for enhanced professional development opportunities, including training, certification programs, and skill-building experiences tailored to individual strengths, career goals, and role-specific requirements.#MDFSP #MPOJobs #AJCM #PeratonRoyalMove