About The Position

10x.team connects expert freelancers with leading AI labs building next-generation models. We are looking for knowledgeable systems operations engineers based in the EU or UK to enhance the accuracy, depth, and real-world relevance of AI-powered operations systems. This role involves reviewing and refining AI-generated outputs related to system operations, infrastructure management, incident response, and practical aspects of operational workflows. You will evaluate AI responses for technical accuracy, practicality, and compliance, and draft realistic operations scenarios based on your professional experience. The goal is to help AI systems understand and reason about systems operations at scale, ensuring they reflect true operational reasoning, authentic documentation, and practical procedures.

Requirements

  • Experienced system operations engineer who instinctively spots gaps in operational reasoning and understands the complex realities of systems operations.
  • Senior-level system operations engineer with significant professional experience within the EU or UK.
  • Experienced in advising on, preparing, and executing operations, infrastructure management, and technical solutions.
  • Skilled at evaluating documentation, workflows, and compliance.
  • Comfortable working independently and providing structured, critical feedback.
  • Available for 8–20 hours per week.
  • Prompt availability.

Responsibilities

  • Review and refine AI-generated outputs related to system operations, infrastructure management, incident response, and practical aspects of operational workflows.
  • Evaluate AI responses for technical accuracy, practicality, and compliance with real-world requirements.
  • Draft realistic operations scenarios based on your direct professional experience.
  • Create scenario variations from different perspectives (e.g. systems engineer, client, IT manager, or compliance officer).
  • Identify gaps, oversights, or weak reasoning in AI-generated operational content.

Benefits

  • Flexible, fully remote freelance work that fits your current commitments
  • Apply your operations expertise in a rapidly evolving, high-impact AI environment
  • Directly contribute to building advanced AI systems operations models
  • Free access to our in-house AI Academy to further develop your AI skillset
  • Clear onboarding, structured tasks, and ongoing opportunities for collaboration
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