Mindrift
Evaluation Scenario Writer - AI Agent Testing Specialist
Mindrift, Virginia, Minnesota, United States, 55792
About The Role
We're looking for someone who can design realistic and structured evaluation scenarios for LLM-based agents. You'll create test cases that simulate human-performed tasks and define gold-standard behavior to compare agent actions against. You'll work to ensure each scenario is clearly defined, well-scored, and easy to execute and reuse. You'll need a sharp analytical mindset, attention to detail, and an interest in how AI agents make decisions.
Responsibilities
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 scenarios and improve clarity
Review agent outputs and adapt tests accordingly
How To Get Started Simplify: apply to this post, qualify, and contribute to projects aligned with your skills on your own schedule. From creating training prompts to refining model responses, you'll help shape the future of AI while ensuring technology benefits everyone.
Requirements
Bachelor's and/or Master's Degree in Computer Science, Software Engineering, Data Science / Data Analytics, Artificial Intelligence / Machine Learning, Computational Linguistics / NLP, Information Systems or 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 JavaScript
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
Freelance role is fully remote; you just need a 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)
Benefits
Get paid for expertise, with rates up to $60 per hour depending on skills, experience, and project needs
Take part in flexible, remote, freelance project that fits around primary professional or academic commitments
Participate in advanced AI project and gain valuable experience to enhance portfolio
Influence how future AI models understand and communicate in your field of expertise
Seniority Level
Entry level
Employment Type
Part‑time
Job Function
Other
Industries
IT Services and IT Consulting
Location: Remote (Fully freelance, requiring a laptop and internet connection).
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Responsibilities
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 scenarios and improve clarity
Review agent outputs and adapt tests accordingly
How To Get Started Simplify: apply to this post, qualify, and contribute to projects aligned with your skills on your own schedule. From creating training prompts to refining model responses, you'll help shape the future of AI while ensuring technology benefits everyone.
Requirements
Bachelor's and/or Master's Degree in Computer Science, Software Engineering, Data Science / Data Analytics, Artificial Intelligence / Machine Learning, Computational Linguistics / NLP, Information Systems or 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 JavaScript
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
Freelance role is fully remote; you just need a 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)
Benefits
Get paid for expertise, with rates up to $60 per hour depending on skills, experience, and project needs
Take part in flexible, remote, freelance project that fits around primary professional or academic commitments
Participate in advanced AI project and gain valuable experience to enhance portfolio
Influence how future AI models understand and communicate in your field of expertise
Seniority Level
Entry level
Employment Type
Part‑time
Job Function
Other
Industries
IT Services and IT Consulting
Location: Remote (Fully freelance, requiring a laptop and internet connection).
#J-18808-Ljbffr