Full-stack/Backend developers LLM focused.
Role Overview
This mid-to-senior freelance role involves training generative AI models by developing evaluation rubrics, reviewing system logs to improve reliability, and testing for vulnerabilities. You'll work on complex, multi-step agent systems, focusing on backend engineering and AI automation to enhance real-world architectural workflows. The impact includes shaping advanced autonomous agents and ensuring system performance meets strict functional requirements.
Perks & Benefits
This is a fully remote freelance position with flexible hours, allowing contributions whenever fits your schedule, ideal for LATAM and Europe time zones. It offers the opportunity to collaborate with leading AI organizations, providing exposure to cutting-edge projects and potential career growth in AI development. The role emphasizes autonomy and a focus on high-impact technical work without rigid corporate structures.
Full Job Description
Headquarters: San Francisco URL: https://clouddevs.com/
Location LATAMs (Americas) and Europe preffered.
Do you want to shape the future of autonomous agents like OpenClaw? We collaborate with leading AI organizations to train Large Language Models (LLMs) to function as proactive, multi-step agents. Our projects focus on teaching these systems how to design, coordinate, and optimize complex, real-world architectural workflows. Whether you are a passionate orchestration guru or experienced software developer -- we want you to help us train the world's most advanced generative systems.
About the opportunity:
Outlier is looking for skilled software experts to help train generative AI models. This freelance role is fully remote and offers flexible hours you can contribute whenever it fits your schedule.
You may contribute your expertise by&
Developing objective, verifiable criteria (rubrics) to evaluate system performance and ensure outputs meet strict functional requirements. Reviewing system logs and "trajectories" to refactor code, improve execution paths, and reach a "Golden Path" of perfect reliability Testing systems for vulnerabilities, including improper data exposure, unauthorized access escalations, and edge-case failures.
We re looking for people with&
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) Strong command of at least two major languages (e.g., Python, JavaScript, Go, or Java) and experience working with SQL databases 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&
Expertise building multi-stage coordination tasks where data acquisition leads to reasoned output Hands on experience integrating agents with live tools such as Supabase, Gmail, and various APIs to solve real-world problems High level of comfort implementing persistent state and session discovery using MEMORY.md to track agent progress. Experience identifying subtle failures like privacy leaks, authority escalation, or indirect prompt injections.
To apply: https://weworkremotely.com/remote-jobs/clouddevs-full-stack-backend-developers-llm-focused
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