Posted 12 months ago

AI/LLM Integration Engineer

San DiegoOn-siteFull-time

AI Summary

Designs and implements the LLM orchestration layer for AI-driven ERP workflows, enabling multi-agent coordination, state tracking, and autonomous reasoning across backend tasks.

About this role

About Ironflow AI

We are building the world’s first AI-native ERP for defense tech — a system that thinks, reasons, and acts alongside the people who build, protect, and defend our way of life.

We’re not patching old ideas with a flashy new user interface. We’re starting fresh — reimagining how software supports operations at the cutting edge of the defense tech revolution. Built by veterans, engineers, and operators who’ve lived the pain of legacy systems. Ironflow combines natural language, intelligent agents, and real-world rigor to empower the frontline with clarity and speed.

If you're bold, decisive, and obsessed with impact — join us. This is where curiosity meets purpose.

Why This Role Matters

The AI layer is the beating heart of Ironflow. As our AI/LLM engineer, you won’t just write prompts — you’ll define how the system thinks. You’ll architect the orchestration layer that enables streaming chat, multi-agent coordination, and backend execution across ERP workflows. Your work will determine how our software reasons, adapts, and collaborates with users — at scale, and in real time.

What You’ll Own

Build the LLM orchestration layer using multi-agent frameworks

Design agentic workflows that track state, propose actions, and complete multi-step tasks

Create structured prompting systems with function-calling, memory, and safety constraints

Prototype agent behavior: retries, fallback logic, chained reasoning, reactive flows

Collaborate with frontend and backend teams to power natural language-driven UIs

Evaluate and integrate emerging frameworks for performance, safety, and extensibility

What You Bring

5+ years of experience in Python and backend development

Hands-on experience with LLM APIs (e.g., OpenAI, Anthropic) and orchestration frameworks

Proven ability to design systems that combine tool use, memory, and autonomous reasoning

Bonus: Familiarity with FastAPI, GraphQL, or backend ERP workflows

Bias for action and a track record of shipping prototypes that evolve into production

Entrepreneurial spirit — you thrive in ambiguity, build from scratch, and think in systems

Skills

API DesignChained ReasoningFastAPI (bonus)Frontend-backend CollaborationFunction CallingGraphQL (bonus)LLM APIs (OpenAI, Anthropic)Memory ManagementMulti-agent FrameworksOrchestrationPythonReactive FlowsRetry And Fallback LogicSafety ConstraintsStructured Prompting

AI/LLM Integration Engineer

About this role

What You’ll Own

What You Bring

Skills

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