Staff AI Architect — Multi-Agent Infra & LLMOps

Discover International; United States; On-site; USD 180,000 - 240,000; Full time

Job summary

Discover International is seeking a Staff AI Engineer to architect and lead a brand-new Enterprise AI squad. You will be the technical anchor behind a central AI orchestrator and its distributed execution agents, evolving a production platform into a sophisticated multi-agent system for payments, lending, and fraud.

You will own end-to-end infra for AI deployment, drive LLMOps and observability, and define future architectural direction in a high-growth environment.

Qualifications

• 8+ years of hands-on software engineering experience.
• 2+ years building production-grade LLM applications.
• Excellent Python and system architecture expertise.
• Proven experience with complex agentic systems: RAG, tool-calling, vector databases, memory/state management.
• High ownership in an early-stage squad, able to define architecture and ship it.
• Bonus: Open CLAW, Hermes, or similar agent frameworks.

Responsibilities

• Architect and scale the core infrastructure for a central AI orchestrator and its connected execution agents.
• Lead infrastructure-first AI development—from containerization to CI/CD, availability, security, and post-launch stability.
• Build production-grade LLMOps and observability: tracing reasoning paths, tool-calling success rates, and latency bottlenecks.
• Design automated evals-as-code pipelines using LLMs as judges, semantic similarity testing, and adversarial benchmarking.
• Optimize RAG pipelines and agent loops for production: caching, prompt compression, and model routing.
• Set operational best practices for AI deployment and map future team/infrastructure needs.

Skills

Software engineering

LLM applications

Python

System architecture

LLM APIs

Agent frameworks

Ownership

Open CLAW / Hermes

Tools

Docker

Kubernetes

Job description

Discover International is seeking a Staff AI Engineer to architect and lead a brand-new Enterprise AI squad. You will be the technical anchor behind a central AI orchestrator and its distributed execution agents, evolving a production platform into a sophisticated multi-agent system for payments, lending, and fraud.

You will own end-to-end infra for AI deployment, drive LLMOps and observability, and define future architectural direction in a high-growth environment.