Mindrift · 1 week ago
Evaluation Scenario Writer - AI Agent Testing Specialist
United States
Part-time
Remote
New Grad, Entry LevelMindrift is a company that leverages collective human intelligence to ethically shape the future of AI. They are seeking an Evaluation Scenario Writer - AI Agent Testing Specialist who will design structured evaluation scenarios for LLM-based agents, create test cases, and analyze agent performance to ensure high-quality AI outputs.
Computer Software
Responsibilities
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
Qualification
Required
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
Preferred
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)
Benefits
Contribute on your own schedule, from anywhere in the world.
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
Company
Mindrift
Welcome to Mindrift — a space where innovation meets opportunity.
501-1000 employees
Funding
Current Stage
Late StageCompany data provided by crunchbase