Senior AI Engineer responsible for designing AI agents that streamline complex audit workflows at Fieldguide. Collaborating with teams and improving systems for enterprise reliability.
Responsibilities
Design and build agentic systems that automate complex audit workflows end-to-end
Translate customer problems into concrete agent behaviors and orchestration logic
Orchestrate LLMs, tools, retrieval, and business logic into reliable, production-grade agent experiences
Own agents across their lifecycle: delivery, reliability, performance, and observability
Use AI to accelerate design, build, test, and iteration cycles
Prototype quickly, then harden systems for enterprise-grade reliability
Build evaluation frameworks, feedback loops, and guardrails to improve agents over time
Design prompts, retrieval pipelines, and orchestration logic that perform at scale
Make clear trade-offs on what to build, cut, or skip based on customer value
Partner with Product and Design to define capabilities that deliver real outcomes
Stay close to customer workflows and optimize for highest-impact problems
Identify capability gaps and unblock team progress proactively
Raise the quality bar through code review, design feedback, and pairing
Create reusable abstractions, patterns, and tooling that increase team velocity
Share learnings across the team and establish engineering best practices
Requirements
3–6+ years shipping production software in complex, real-world systems
Strong command of TypeScript, Python, and Postgres
Shipped LLM-powered features serving real production traffic
Built retrieval pipelines and agent orchestration systems
Implemented evaluation frameworks for model outputs and agent behavior
Worked with vector databases, embedding models, and RAG architectures
Hands-on experience with modern LLM APIs (OpenAI, Gemini, Anthropic) and agent frameworks
Comfortable operating in ambiguity and taking responsibility for outcomes.
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