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Entry-Level AI Agent Evaluator - Remote Freelance, Flexible Hours

  • Data & Machine Learning
  • Platform: Mindrift
  • Location: 7 countries

About this job

This freelance role involves building realistic, structured test scenarios that check how LLM-based agents perform tasks a human would normally do. The work also covers defining the ideal path and acceptable behavior, then reviewing agent outputs and refining the tests. It suits students or graduates in computing, data or AI who are comfortable with analytical, detail-focused work and can work remotely on flexible hours.

What you'll do

  • Design structured test scenarios based on real-world tasks.
  • Define the golden path and acceptable agent behavior.
  • Annotate task steps, expected outputs, and edge cases.
  • Review agent outputs and adapt tests accordingly.

Requirements

Machine LearningNLPLLM
  • Bachelor's or Master's degree (or currently pursuing one) in Computer Science, Software Engineering, Data Science, Artificial Intelligence, Machine Learning, NLP or a related field

Pay

Pay not disclosed

The platform does not publish the pay for this job.

Location

Open to residents of: Canada, United Kingdom, Greece, Ireland, Italy, Singapore, United States.

How to apply

You apply on Mindrift, the AI training platform run by Toloka: submit your application for the role, pass a qualification step, then work on projects that match your expertise.

All Mindrift jobs and how the platform works

Source

Official posting: https://apply.workable.com/j/75513B02E3

Last checked on October 16, 2026.

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