LLM Agent Architect — Remote Freelance

Outlier; Chicago (IL); Remote; USD 57,000 - 81,000; Full time

Benefits offered by this job

Weekly payments

Remote work

AI access over $200/month

Job summary

Outlier helps the world’s most innovative companies improve their AI agents by providing human feedback. Shape the future of autonomous agents like OpenClaw and collaborate on projects that train LLMs to design, coordinate, and optimize complex workflows.

Join as a freelance contributor and work remotely with flexible hours. Rates vary by expertise and project requirements, with payments via ACH, PayPal, and other methods. This is a contract opportunity with additional incentives.

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

Responsibilities

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

Skills

Backend engineering

AI automation

Complex systems integration

Production-grade software

Live environments

Multi-turn interactions

Attention to detail

Technical feedback

Nice to have

Tools

Supabase

Gmail

Various APIs

Job description

Outlier helps the world’s most innovative companies improve their AI agents by providing human feedback. Shape the future of autonomous agents like OpenClaw and collaborate on projects that train LLMs to design, coordinate, and optimize complex workflows.

Join as a freelance contributor and work remotely with flexible hours. Rates vary by expertise and project requirements, with payments via ACH, PayPal, and other methods. This is a contract opportunity with additional incentives.