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Job Description & How to Apply Below
Outlier provides human feedback that helps leading AI organizations improve large language models. This work centers on proactive, multi-step agents, including systems that coordinate real-world architectural workflows. Your technical judgment will help assess how these systems behave in live environments.
Key Responsibilities:
Develop rubrics for evaluating agent performance
Inspect and debug detailed agent traces
Stress test autonomous agents across scenarios
Assess complex system behaviors with precision
Requirements:
Two or more years of relevant professional experience
Experience building production-grade modular software
Background in backend engineering or AI automation
Practical experience with live, non-mocked systems
Ability to deliver high-density technical feedback
Bring agent evaluation, debugging, and systems integration skills to Outlier projects training more capable autonomous AI systems.
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