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Peraton Labs · 1 month ago

Adversarial AI Research Scientist

Basking Ridge, NJ

Full-time

Onsite

Mid, Senior Level

$86K/yr - $138K/yr

3+ years exp

Peraton Labs is a next-generation national security company that drives missions of consequence. They are seeking an Adversarial AI Research Scientist to develop solutions for adversarial AI/ML, investigating vulnerabilities in AI-enabled systems and devising solutions to protect them.

ConsultingInformation ServicesMarket Research

No H1B

U.S. Citizen Only

Responsibilities

Investigate the vulnerabilities of AI-enabled systems in real-world settings to attacks across multiple modalities and at different stages of the model training pipeline

Devise physically realizable solutions to determine whether real-world systems like autonomous vehicles and unmanned aerial vehicles are vulnerable to attacks on their AI controls

Conduct research, design, and prototyping of software as well as field-testing to prove out technical concepts

Qualification

Machine LearningAdversarial Machine LearningTensorFlowPyTorchSoftware DevelopmentResearch ExperiencePublication RecordCommunication Skills

Required

A minimum of a MS with 3 years of experience, or a Ph.D. in Computer Science, Computer Engineering, or related field with a focus on machine learning research

Hands-on experience with state-of-the-art machine learning software environments such as TensorFlow, PyTorch, scikit-learn

Strong software development experience

Excellent oral and written communication skills

US citizenship is required for this position

Candidates must be local to or willing to relocate to the immediate Basking Ridge, NJ area