Job Summary:
Rune Technologies builds mission-critical software for military logistics and sustainment. As a Backend Software Engineer at Rune, you will design and implement production-grade GenAI systems to support logistics technology for the U.S. and allied militaries, working closely with a team of engineers and operational experts.
Responsibilities:
โข Design, build, and deploy production-grade GenAI systems -- including RAG architectures, vector databases, LLM integrations, and tool-call frameworks -- in support of Saga, Rune's AI agentic product layer.
โข Build and maintain evaluation and testing harnesses to validate LLM output quality and catch regressions in production.
โข Collaborate with the broader platform and product teams to integrate AI capabilities into TyrOS workflows.
โข Participate in technical design discussions and code reviews, contributing to a culture of engineering rigor and mission focus.
โข Triage and debug issues in production, ensuring reliability and rapid iteration in support of operational needs.
โข Work closely with engineers, product managers, and military stakeholders to ensure AI systems meet real-world sustainment requirements.
Qualifications:
Required:
โข 4+ years of experience in software engineering, with a strong backend foundation -- distributed systems, APIs, production-grade software.
โข Hands-on experience building GenAI systems: vector databases, LLM integration, RAG architectures, and evaluation harnesses for LLM output.
โข Familiarity with tool routing, tool-call validation, and common LLM failure modes.
โข Understanding of the science underlying the systems you build -- not just how to wire them together, but why they work and where they break.
โข Background at an AI-native company, or a clear transition from backend engineering into AI specialization.
โข Strong sense of ownership and a bias for action.
Preferred:
โข Experience with fine-tuning or model evaluation workflows.
โข Familiarity with AI infrastructure: embedding pipelines and inference optimization.
โข Experience working on software in defense, aerospace, or other complex operational domains.
โข Experience deploying software to production environments, including cloud (AWS, Kubernetes) and edge infrastructure.
Company:
Rune Technologies develops AI-enabled predictive logistics solutions for military operations. Founded in 2024, the company is headquartered in Arlington, USA, with a team of 51-200 employees. The company is currently Growth Stage.