AI Engineer - Agents
Full-time
Campfire
Responsibilities
- Design, build, deploy, and operate production AI agents that automate financial workflows and help customers use their accounting data.
- Develop agent capabilities including tool calling, orchestration, retrieval, and integration with application data and workflows.
- Own production agent quality through evaluations, tracing, monitoring, and systematic debugging.
- Design safeguards for permissions, data access, human approvals, and recovery from partial failures.
- Shape agent architecture, make architectural decisions across teams, and balance accuracy, latency, cost, and complexity.
- Lead complex initiatives, mentor engineers, raise engineering standards, and collaborate with engineering, product, and design while remaining hands-on.
Requirements
- 8+ years of software engineering experience owning consequential production systems.
- Strong backend software engineering experience, including maintainable Python and sound judgment around APIs, data models, distributed systems, and testing.
- Hands-on experience shipping LLM-powered agents used by real customers, including tool calling, orchestration, retrieval, and workflow integration.
- Experience improving AI agents based on real usage and operating them in production.
- Experience making architectural decisions, leading complex initiatives, mentoring engineers, and influencing engineering standards at staff level.
- Ability to evaluate when to use an agent, a deterministic workflow, or a combination of both, while balancing accuracy, latency, cost, and complexity.
- Clear technical communication, cross-functional collaboration, ownership, and curiosity about accounting and financial workflows.
- Prior fintech or accounting experience is a plus.
Vacancy posted 3 days ago
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