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The Role:
- Build agent systems that turn customer goals into reliable multi-step execution across real tools and services.
- Work on agents that operate under real constraints like incomplete information, external failures, and limited budgets.
Responsibilities:
- Design agent architectures for planning, reasoning, tool use, memory, and integration with external systems.
- Improve reliability on long-running tasks, including failure recovery and building loops for continuous improvement.
Qualifications:
- 5+ years building production ML or backend systems, including LLM or agent applications from prototype to production.
- Strong understanding of agent design and experience with evaluation systems and observability.
Adaption
Adaption builds AI systems that evolve in real-time, making them flexible and personalized. They are a global-first team focused on talent density and collaboration.