Remote AI Agent Builder — Shape Autonomous Systems

Outlier; Lombardia; Remote; EUR 37,000 - 62,000; Full time

Job summary

Outlier offers a freelance opportunity to help shape the future of autonomous agents like OpenClaw. The role is remote, paying up to $50 USD/hour, with flexible hours and weekly payments.

Ideal candidates bring 2+ years of backend/AI automation experience and a track record of building production-grade software with modular design. You will write evaluation rubrics, debug agent traces, and stress test agents on real-world systems, collaborating with teams to improve multi-turn interactions and

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 coordinating multi-stage tasks.

Responsibilities

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

Skills

Backend engineering

AI automation

Systems integration

Production-grade software

Modular architecture

Tools

Supabase

Gmail APIs

APIs

Job description

Outlier offers a freelance opportunity to help shape the future of autonomous agents like OpenClaw. The role is remote, paying up to $50 USD/hour, with flexible hours and weekly payments.

Ideal candidates bring 2+ years of backend/AI automation experience and a track record of building production-grade software with modular design. You will write evaluation rubrics, debug agent traces, and stress test agents on real-world systems, collaborating with teams to improve multi-turn interactions and