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Full-stack/Backend developers LLM focused. at CloudDevs. Location Information: Anywhere in the World. . . 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.