Adaption
Adaption

Agent Systems Engineer

engineeringfull-timeSan Francisco
SALARY
Not listed
WORK TYPE
remote
JOB TYPE
full-time
INDUSTRY
general
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About the role

The Role

You'll build the agent systems at the core of our product. These systems turn customer goals into reliable, multi-step execution across real tools and services.

This is not about building demos. You'll work on agents that operate under real constraints: incomplete information, external failures, limited budgets, and unpredictable traffic. You'll own how they plan, use tools, recover from errors, and improve over time.

Responsibilities

  • Design agent architectures for planning, reasoning, tool use, memory, and integration with external systems and data.

  • Improve reliability on long-running, multi-step tasks, including failure recovery.

  • Build the loops that let agents improve with real use, so performance compounds instead of staying frozen.

  • Develop evaluations that measure agent performance and resist being gamed.

  • Make practical tradeoffs between quality, latency, cost, and complexity.

Qualifications

  • 5+ years building production ML or backend systems, including taking LLM or agent applications from prototype to production.

  • Strong understanding of agent design: planning, reasoning, tool use, orchestration, and memory.

  • Experience building rigorous evaluation systems, plus execution tracing and observability for agents, with a focus on reproducibility.

  • Familiarity with the OpenAI Responses API, MCP, and server- versus client-side execution.

Above all, we're looking for great teammates who make work feel lighter and aren't afraid to go out on a limb with bold ideas. You don't need to be perfect, but you do need to be adaptable. We encourage you to apply, even if you don't check every box.

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Agent Systems Engineer at Adaption — Remote