Remote AI Agent Builder for Autonomous Systems

Outlier; Cardiff; Remote; GBP 43,000 - 61,000; Full time

Job summary

Outlier is recruiting freelance backend engineers to help shape autonomous AI agents like OpenClaw. Work remotely with flexible hours and a pay rate up to $50 USD/hr, with weekly payments and incentives.

Join a community of engineers collaborating to train LLMs and improve agent coordination and reliability. Ideal candidates have 2+ years in backend engineering or AI automation and experience building for live, non-mocked environments.

Qualifications

• 2+ years of experience in backend engineering, AI automation, or complex systems integration.
• Proven ability to build and maintain production-grade software with modular separation (e.g., distinct services for data parsing, logic processing, and reporting).
• Practical experience building for live, non-mocked environments and handling multi-turn system interactions.
• Outstanding attention to detail and the ability to provide clear, high-density technical feedback on complex system behaviors.
• Nice to have -- experience with memory/state tracking and live tool integrations is beneficial.

Responsibilities

• Write Eval Rubrics
• Debug Agent Traces
• Stress Test Agent

Skills

Backend engineering

AI automation

Complex systems integration

Production-grade software

Tools

Supabase

Gmail

APIs

Job description

Outlier is recruiting freelance backend engineers to help shape autonomous AI agents like OpenClaw. Work remotely with flexible hours and a pay rate up to $50 USD/hr, with weekly payments and incentives.

Join a community of engineers collaborating to train LLMs and improve agent coordination and reliability. Ideal candidates have 2+ years in backend engineering or AI automation and experience building for live, non-mocked environments.