ResponsibilitiesPeraton is hiring: Generative AI Specialist / AI & ML DeveloperLocation: Remote
Required:U.S. citizenship and the
ability to obtain and maintain a U.S. Government security clearance (Secret 12 TS/SCI) is required. Additional Requirement: Current, valid U.S. passport (potential OCONUS travel)
About the RolePeraton is seeking an experienced
Generative AI Specialist to support high-impact Internal Research and Development (IRAD) initiatives focused on AI/ML-driven platforms for Operations in the Information Environment (OIE).
- This role is central to delivering advanced generative AI capabilities supporting COCOM information operations across CENTCOM, NORTHCOM, INDOPACOM, AFRICOM, and EUCOM.
- You will drive innovation in LLMs, agentic AI workflows, and generative AI application development-directly influencing Peraton's competitive position in the defense AI landscape.
In this role, you will:- Design and optimize generative AI solutions using GPT-4/5, Claude, Gemini, and Azure OpenAI, including prompt engineering, fine-tuning, and retrieval augmented generation (RAG).
- Implement agentic LLM architectures with structured outputs (JSON/GeoJSON), chain-of-thought/chain-of-debate methods, and multi-agent orchestration.
- Build and maintain prompt libraries, evaluation frameworks, and QA pipelines for defense-grade AI content.
- Integrate generative AI into existing platforms via documented APIs, ensuring interoperability with DoD systems (Maven, C2IE, IRIS).
- Research emerging generative AI techniques (multimodal models, synthetic data generation, AI-assisted analysis for information operations).
- Translate COCOM operational requirements into deployable AI solutions; support TTX events and platform demonstrations.
- Implement Responsible AI practices including bias detection, validation, hallucination mitigation, and HITL workflows.
- Support MVP-aligned milestone delivery, contributing to TRL progression and ROI measurement.
- Document novel prompting techniques, model configurations, and workflows that may constitute IP or trade secrets.
QualificationsMinimum Qualifications- Bachelor's degree in a related technical field + 5 years relevant experience
- (An additional 4 years of experience may substitute for the degree)
022 3+ years in software development or data science, including 2+ years focused on generative AI, LLMs, or NLP
022 Hands-on experience with foundation models (GPT-4, Claude, Gemini, Llama, Mistral) including prompt engineering, few-shot learning, fine-tuning, and API integration
022 Strong Python skills; experience with LangChain, LlamaIndex, Hugging Face, OpenAI/Anthropic APIs
022 Experience building RAG systems using vector databases (Pinecone, Weaviate, ChromaDB, pgvector)
022 Cloud experience (AWS, Azure) and deploying AI/ML models in production
022 Understanding of AI safety, hallucination mitigation, bias reduction, and prompt-injection protection
022 Experience with Git, CI/CD, and DevSecOps practices
022 U.S. citizenship required
022 Ability to obtain Secret and final TS/SCI clearances
022 Current, valid U.S. passport for potential OCONUS travel
Preferred Qualifications- Master's degree
022 Experience with agentic AI architectures, multi-agent workflows, and LLM tool-use
022 Hands-on experience with fine-tuning, RLHF, DPO, LoRA/QLoRA
022 Familiarity with multimodal models and defense/intelligence applications
022 Experience with IRIS, OMEGA, or similar operational platforms
022 Background supporting IO, PSYOP, influence analysis, or COCOM operations
022 Knowledge of MLOps, A/B testing, and LLM evaluation frameworks (RAGAS, DeepEval)
022 Experience with synthetic data generation, simulation, or Monte Carlo methods
022 Understanding of geospatial data formats (GeoJSON, KML) and visualization tools (Plotly, D3.js)
022 Strong communication skills for technical-to-nontechnical translation and customer demos
022 Relevant cloud/AI certifications (AWS, Azure, Google, DeepLearning.AI)
Key Technologies & PlatformsGPT-5, Claude, Gemini, Azure OpenAI Service, LangChain, LlamaIndex, Hugging Face Transformers, Python, Pinecone, ChromaDB, Weaviate, pgvector, AWS, Azure, Docker, Kubernetes, REST APIs, JSON/GeoJSON, Plotly, D3.js, IRIS, Maven, C2IE, OMEGA, FedRAMP IL2-4.
Target Salary Range$135,000 - $216,000. This represents the typical salary range for this position. Salary is determined by various factors, including but not limited to, the scope and responsibilities of the position, the individual's experience, education, knowledge, skills, and competencies, as well as geographic location and business and contract considerations. Depending on the position, employees may be eligible for overtime, shift differential, and a discretionary bonus in addition to base pay.
