Freelance AI Evaluation Scenario Writer

Mindrift; Canada; Remote; CAD 61,992; Part time

Benefits offered by this job

Flexible work schedule

Competitive pay up to $45/hour

Opportunity to enhance your portfolio

Influence future AI model development

Job summary

A leading AI solutions company is looking for an expert to design and evaluate test scenarios for AI agents. The ideal candidate will have a Bachelor's or Master's degree in a relevant field, experience with QA and data analysis, and strong communication skills in English. This is a flexible freelance position that allows working remotely, with rates up to $45/hour based on skills and experience. Engage in cutting-edge AI projects and enhance your professional portfolio.

Qualifications

• Background in QA, software testing, data analysis, or NLP annotation.
• Comfortable with structured formats like JSON/YAML for scenario description.
• Curious and open to working with AI-generated content and agent logs.

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.

Skills

Analytical mindset

Attention to detail

Good understanding of test design principles

Strong written communication skills in English

Basic experience with Python

Basic experience with JS

Education

Bachelor's and/or Master's Degree in Computer Science, Software Engineering, Data Science, AI, or related fields

Tools

JSON

YAML

Job description

This opportunity is only for candidates currently residing in the specified country. Your location may affect eligibility and rates. Please submit your resume in English and indicate your level of English.

At Mindrift, innovation meets opportunity. We believe in using the power of collective human intelligence to ethically shape the future of AI.

What We Do

The Mindrift platform connects specialists with AI projects from major tech innovators. Our mission is to unlock the potential of Generative AI by tapping into real-world expertise from across the globe.

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

• 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

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

• Contribute on your own schedule, from anywhere in the world
• Get paid for your expertise, with rates that can go up to $45/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