Build OpenClaw autonomous-agent systems remotely with AI automation and backend engineering expertise. Freelance contributors choose schedules and work up to 40 hours weekly.
Outlier collaborates with leading AI organizations to train large language models as proactive, multi-step agents. As an AI Agent Builder, you will design, coordinate, and optimize complex workflows through human feedback. Projects involve evaluating agent behavior in live, non-mocked environments. Applicants need at least two years of backend engineering, AI automation, or complex systems integration experience. Applications are currently accepted from Australia, Canada, Finland, France, Italy, Norway, the United Kingdom, and the United States.
Key Responsibilities: Write evaluation rubrics for autonomous agents




Debug agent traces across multi-turn interactions
Stress test agents in realistic environments
Provide explicit technical feedback on system behavior
Requirements: Two or more years of relevant experience
Build and maintain production-grade modular software
Handle live tools and non-mocked environments
Understand multi-turn system interactions
Analyze subtle agent failures and security issues
Apply backend engineering, AI automation, and technical feedback skills to improve OpenClaw agents through Outlier projects.

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📌 OpenClaw AI Agent Builder (Nova Scotia)
🏢 Outlier
📍 Nova Scotia