Evaluation Scenario Writer - AI Agent Testing Specialist

Mindrift; Kentucky; Remote; USD 55,104 - 110,208; Part time

Job summary

A leading AI project specialist company is seeking experienced professionals for project-based opportunities. Candidates will focus on reviewing coding tasks, writing comprehensive tests, and analyzing AI model behaviors in a flexible environment. With rates up to $80/hour and the freedom to choose when and how to work, this role is ideal for specialists eager to contribute to innovative AI projects. Applicants should have a degree in Computer Science and extensive experience in software development, particularly in Python and Full-Stack frameworks.

Qualifications

• 5+ years in software development, primarily in Python.
• Experience in Full-Stack development focused on both front-end and back-end.
• Strong understanding of Docker containers and CI/CD processes.

Responsibilities

• Review and refine coding tasks based on production codebases.
• Write comprehensive functional tests for end-to-end behavior.
• Analyze AI failures to understand model strengths and weaknesses.

Skills

Python

React

Docker

CI/CD

Functional Testing

Integration Testing

Education

Degree in Computer Science or related fields

Job description

Please submit your CV in English and indicate your level of English proficiency.

Mindrift connects specialists with project-based AI opportunities for leading tech companies, focused on testing, evaluating, and improving AI systems. Participation is project-based, not permanent employment.

What This Opportunity Involves

• Review and refine realistic coding tasks based on provided production codebases with realistic scope, requirements and information sources
• Write comprehensive functional tests that validate actual end-to-end behavior and edge‑cases, not just superficial checks
• Craft "fair but hard" challenges where the AI has all the context it needs, but has to work for it (information scattered across files and external sources, complex reasoning required)
• Analyze AI failures to understand what the model struggles with vs. what it masters
• Iterate based on feedback from expert QA reviewers who score your work on 7 quality criteria

What We Look For

• Degree in Computer Science, Software Engineering or related fields
• 5+ years in software development, primarily Python (pytest, async/await, subprocess, file operations)
• Background in Full‑Stack development, with an equal focus on building React‑based interfaces and robust Back‑end systems
• Experience writing tests (functional, integration - not just running them)
• Docker containers (running evaluations locally in containers)
• CI/CD understanding (GitHub Actions as a user: triggers, labels, reading results)
• English proficiency - B2

How It Works

Apply → Pass qualification(s) → Join a project → Complete tasks → Get paid

Effort estimate

Tasks for this project are estimated to take 20 hours to complete, depending on complexity. This is an estimate and not a schedule requirement; you choose when and how to work. Tasks must be submitted by the deadline and meet the listed acceptance criteria to be accepted.

Payment

• Paid contributions, with rates up to $80/hour*
• Fixed project rate or individual rates, depending on the project
• Some projects include incentive payments
• Note: Rates vary based on expertise, skills assessment, location, project needs, and other factors. Higher rates may be offered to highly specialized experts. Lower rates may apply during onboarding or non‑core project phases. Payment details are shared per project