Senior AI Engineer (Korea)
Fieldguide6 months ago
Seoul, Korea, SouthSenior
Responsibilities
- Design and build agentic systems that automate complex audit workflows end-to-end.
- Translate customer problems into agent behaviors and orchestration logic.
- Orchestrate LLMs, tools, retrieval, and business logic into reliable production-grade experiences.
- Own agents across delivery, reliability, performance, and observability.
- Build evaluation frameworks, feedback loops, and guardrails to improve agents over time.
- Design prompts, retrieval pipelines, and orchestration logic that perform at scale.
- Partner with Product and Design to define high-impact capabilities and make product trade-offs.
- Mentor teammates through code review, design feedback, pairing, reusable abstractions, and shared engineering practices.
Requirements
- 3–6+ years shipping production software in complex, real-world systems.
- Strong command of TypeScript, Python, and Postgres.
- Experience shipping LLM-powered features serving real production traffic.
- Experience building retrieval pipelines and agent orchestration systems.
- Experience implementing evaluation frameworks for model outputs and agent behavior.
- Hands-on experience with vector databases, embedding models, and RAG architectures.
- Hands-on experience with modern LLM APIs including OpenAI, Gemini, and Anthropic, as well as agent frameworks.
- Ability to operate in ambiguity and take responsibility for outcomes.
Benefits
- Competitive compensation with equity.
- Comprehensive health and wellness benefits.
- Flexible time off and work schedules.
- Technology reimbursements.
- Twice-yearly in-person offsites across the U.S.
- Wellness benefits starting on the first day.
Tech Stack
Categories
About Fieldguide
Fieldguide builds an AI-native audit and advisory platform that automates engagement workflows, evidence collection, and compliance reporting for accounting and risk teams. The cloud software combines workflow automation, real-time collaboration, and agent-based AI to support standards across security, regulatory, and risk assessments, sold as subscription SaaS to firms. Founded in 2020 and headquartered in San Francisco, the company is privately held and serves many large audit and advisory practices.