Staff AI Engineer shaping the technical direction for Fieldguide's AI agents. Building systems for complex audit and advisory workflows in a global commerce context.
Responsibilities
Set the architectural direction for Fieldguide's agentic systems and intelligence layer
Identify and resolve systemic gaps that limit reliability, scalability, or product velocity
Make high-leverage technical bets and drive them to completion across the organization
Establish evaluation standards, observability infrastructure, and reliability frameworks at scale
Own the most complex, cross-cutting product areas end-to-end
Design agent orchestration and retrieval systems that handle enterprise-grade complexity
Lead the evolution of Fieldguide's LLM infrastructure: models, prompts, guardrails, and feedback loops
Prototype, validate, and harden novel approaches before sharing with the broader team
Partner with Engineering leadership, Product, and Design to shape the AI roadmap
Create reusable platforms, patterns, and tooling that multiply team velocity across the org
Identify and develop the next generation of senior engineers
Translate long-term product vision into concrete technical strategies
Stay at the frontier of LLM and agent research; rapidly evaluate and adopt what matters
Build internal knowledge and shared understanding of AI system design
Contribute to Fieldguide's reputation as a technical leader in vertical AI
Requirements
8+ years shipping production software, with 3+ years leading complex AI/ML systems
Deep expertise in TypeScript, Python, and distributed system design
Proven track record shipping LLM-powered products at enterprise scale
Experience defining evaluation infrastructure and reliability standards for AI systems
Mastery of retrieval architectures, RAG, vector databases, and embedding pipelines
Hands-on with cutting-edge LLM APIs and agent frameworks (OpenAI, Anthropic, Gemini, LangGraph, etc.)
Experience influencing technical direction across multiple teams or product areas
Track record mentoring senior engineers and growing engineering culture
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