Evaluate AI agents for Outlier remotely, using backend engineering and system integration expertise to improve autonomous model behavior.
This freelance opportunity supports projects training large language models as proactive, multi-step agents. Contributors write evaluation rubrics, debug agent traces, and stress test systems for complex architectural workflows. The work suits engineers with two or more years in backend engineering, AI automation, or complex systems integration, including experience with production-grade software.
Key Responsibilities: Write rubrics evaluating agent performance and behavior
Debug traces from autonomous agent workflows
Stress test agents against complex scenarios
Assess multi-step coordination and system interactions
Requirements: Two-plus years in backend engineering or AI automation
Experience with modular production software architectures
Practical experience using live, non-mocked environments
Ability to deliver transparent technical feedback
Attention to subtle system failures
Help Outlier improve autonomous agents by combining AI evaluation, backend engineering, and complex systems integration experience.

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📌 AI Agent Evaluation Engineer Outlier (New Brunswick)
🏢 Outlier
📍 New Brunswick