Evaluation Scenario Writer - AI Agent Testing Specialist
at Mindrift
Desired Skills
About Job
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 reusable
Requirements
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
Additional Instructions
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 reusable
Perks and Benefits
Get paid for your expertise, with rates that can go up to $80/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
