Evaluation Scenario Writer - AI Agent Testing Specialist

🏢 mindrift
📍 Saudi ArabiaFull-timeOn-site
📅 Posted: 3w ago🔄 Updated: 3w ago
CV%
✨ AI Summary
Mindrift is seeking an Evaluation Scenario Writer - AI Agent Testing Specialist for project-based AI opportunities. This role involves creating structured test cases, defining gold-standard behavior, analyzing agent logs, and working with code repositories to evaluate and improve AI systems. The ideal candidate will have 3+ years of software development experience with a strong Python focus, familiarity with Git, JSON/YAML, and an understanding of LLM limitations.
🎁 Benefits & Perks
Paid contributions up to $40/hour*, fixed project rate or individual rates, some projects include incentive payments.
Requirements
Requires 3+ years of software development experience with a strong Python focus, experience with Git and code repositories, comfort with structured formats like JSON/YAML for scenario description, and understanding of core LLM limitations. B2 English proficiency is required.
Description
Please submit your CV in English and indicate your level of English proficiency.Mindrift connects specialists with project-based AI opportunities for leading tech companies, focused on testing, evaluating, and improving AI systems. Participation is project-based, not permanent employment.What This Opportunity InvolvesWhile each project involves unique tasks, contributors may:Create structured test cases that simulate complex human workflows Define gold-standard behavior and scoring logic to evaluate agent actions Analyze agent logs, failure modes, and decision paths Work with code repositories and test frameworks to validate your scenarios Iterate on prompts, instructions, and test cases to improve clarity and difficulty Ensure that scenarios are production-ready, easy to run, and reusableWhat We Look ForThis opportunity is a good fit for software engineers, open to part-time, non-permanent projects. Ideally, contributors will have:3+ of software development experience with strong Python focus Experience with Git and code repositories Comfortable with structured formats like JSON/YAML for scenario description Understanding core LLM limitations (hallucinations, bias, context limits) and how these affect evaluation design Familiarity with Docker English proficiency - B2How It WorksApply → Pass qualification(s) → Join a project → Complete tasks → Get paidProject time expectations Tasks for this project are estimated to take 6-10 hours to complete, depending on complexity. This is an estimate and not a schedule requirement; you choose when and how to work. Tasks must be submitted by the deadline and meet the listed acceptance criteria to be accepted.Payment Paid contributions, with rates up to $40/hour*Fixed project rate or individual rates, depending on the projectSome projects include incentive payments Note: Rates vary based on expertise, skills assessment, location, project needs, and other factors. Higher rates may be offered to highly specialized experts. Lower rates may apply during onboarding or non-core project phases. Payment details are shared per project
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🎯 Overalli74%
⚡ Skillsi85%
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Ontology Match: 85.0
Matched:✓ Requirements Matching✓ Ontology Skills Mapping
📜 Eligibilityi49%
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Local: 19600%
🏗️ Career Fiti91%
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Seniority: 91.0
📋 Requirementsi67%
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Domain: 67.0
🔥 Motivationi78%
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Title Fit: 78.00