Freelance Agent Evaluation Analyst

This opportunity is only for candidates currently residing in the specified country. Your location may affect eligibility and rates. Please submit your resume in English and indicate your level of English proficiency.

At Mindrift , innovation meets opportunity. We believe in using the power of collective human intelligence to ethically shape the future of AI.

What we do

The Mindrift platform, launched and powered by Toloka , connects domain experts with cutting-edge AI projects from innovative tech clients. Our mission is to unlock the potential of GenAI by tapping into real-world expertise from across the globe.

Who were looking for:

We re looking for curious and intellectually proactive contributors, the kind of person who double-checks assumptions and plays devil s advocate.

Are you comfortable with ambiguity and complexityDoes an async, remote, flexible opportunity sound excitingWould you like to learn how modern AI systems are tested and evaluated

flexible, project-based opportunity

• Analysts, researchers, or consultants with strong critical thinking skills.
• Students (senior undergrads / grad students) looking for an intellectually interesting gig.
• People open to a part-time and non-permanent opportunity.

About the project:

QAs for autonomous AI agents

not

What you ll be doing:

• Reviewing evaluation tasks and scenarios for logic, completeness, and realism.
• Identifying inconsistencies, missing assumptions, or unclear decision points.
• Helping define clear expected behaviors (gold standards) for AI agents.
• Annotating cause-effect relationships, reasoning paths, and plausible alternatives.
• Thinking through complex systems and policies as a human would to ensure agents are tested properly.
• Working closely with QA, writers, or developers to suggest refinements or edge case coverage.

How to get started:

Apply to this post, qualify, and get the chance to contribute to a project aligned with your skills, on your own schedule. Shape the future of AI while building tools that benefit everyone.

• Excellent analytical thinking: Can reason about complex systems, scenarios, and logical implications.
• Strong attention to detail: Can spot contradictions, ambiguities, and vague requirements.
• Familiarity with structured data formats:

  Can

  read, not necessarily

  write

  JSON/YAML.
• Ability to assess scenarios holistically: Whats missing, what s unrealistic, what might break
• Good communication and clear writing (in English) to document your findings.
  

We also value applicants who have:

• Experience with policy evaluation, logic puzzles, case studies, or structured scenario design.
• Background in consulting, academia, olympiads (e.g. logic/math/informatics), or research.
• Exposure to LLMs, prompt engineering, or AI-generated content.
• Familiarity with QA or test-case thinking (edge cases, failure modes, what could go wrong ).
• Some understanding of how scoring or evaluation works in agent testing (precision, coverage, etc.).

• Get paid for your expertise, with

  rates that can go up to $12/hour

  depending on your skills, experience, and project needs.
• Take part in a flexible, remote, freelance project that fits around your primary professional or academic commitments.
• Participate in an advanced AI project and gain valuable experience to enhance your portfolio.
• Influence how future AI models understand and communicate in your field of expertise.