Build autonomous-agent evaluations remotely with OpenClaw, backend engineering, and AI automation experience on a adaptable freelance schedule.
Outlier is seeking contributors to help train large language models as proactive, multi-step agents. The work focuses on architectural workflows, live system interactions, and detailed technical feedback. Applicants need at least two years of backend engineering, AI automation, or complex systems integration experience.
Key Responsibilities: Write evaluation rubrics for autonomous agent behaviors
Debug traces from multi-step agent interactions
Stress test agents in complex workflows
Provide high-density feedback on system behaviors
Requirements: At least two years of relevant experience
Build and maintain production-grade modular software
Handle live, non-mocked, multi-turn system interactions
Demonstrate outstanding attention to detail
Work authorization in an accepted applicant country
Apply backend engineering and AI automation expertise to OpenClaw agent evaluation through Outlier’s freelance platform.