Senior LLM/AI Platform Engineer

Job description

Responsibilities Peraton Labs is seeking a senior engineer to serve as the technical lead for the multi-agent generative AI orchestration layer that powers an advanced analytical platform. This role owns the architecture governing how multiple LLM-based worker agents are spawned, routed, coordinated, and managed across diverse analytical tasks. The Senior LLM/AI Platform Engineer ensures that the platform's generative AI backbone is reliable, performant, and extensible as new worker types and capabilities are introduced. Key Responsibilities: - Architect and maintain the multi-agent orchestration framework, including worker spawning, conversation history isolation, context management, and inter-worker coordination - Design and implement token optimization strategies, including context window management, conversation summarization, and efficient prompt construction - Own the model routing layer that directs tasks to appropriate model tiers based on task complexity and user configuration - Develop and refine prompt engineering patterns for worker agents to ensure consistent, high-quality analytical outputs - Establish evaluation frameworks to measure generative AI output quality, acc...