Mindrift is looking for an Evaluation Scenario Writer - AI Agent Testing Specialist to shape how we assess advanced AI systems. In this role, you will design structured, realistic test scenarios that simulate human tasks, defining the expected behaviors that guide AI development.
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.
- Work with developers to test your scenarios and improve clarity.
- Review agent outputs and adapt tests accordingly.
What We're Looking For
- A Bachelor's and/or Master’s Degree in Computer Science, Software Engineering, Data Science / Data Analytics, Artificial Intelligence / Machine Learning, Computational Linguistics / Natural Language Processing (NLP), Information Systems or other related fields.
- Background in QA, software testing, data analysis, or NLP annotation.
- Good understanding of test design principles (e.g., reproducibility, coverage, edge cases).
- Strong written communication skills in English.
- Comfortable with structured formats like JSON/YAML for scenario description.
- Can define expected agent behaviors (gold paths) and scoring logic.
- Basic experience with Python and JS.
- Curious and open to working with AI-generated content, agent logs, and prompt-based behavior.
- Ready to learn new methods, able to switch between tasks and topics quickly and sometimes work with challenging, complex guidelines.
- Laptop, internet connection, time available and enthusiasm to take on a challenge.
Nice to Have
- Experience in writing manual or automated test cases.
- Familiarity with LLM capabilities and typical failure modes.
- Understanding of scoring metrics (precision, recall, coverage, reward functions).
Technical Stack
- Python, JS, JSON, YAML
Benefits & Compensation
- Contribute on your own schedule, from anywhere in the world.
- Get paid for your expertise, with rates that can go up to $38/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.
Work Mode
This is a global, fully remote freelance opportunity.
Mindrift believes in using the power of collective human intelligence to ethically shape the future of AI.


