Evaluation Scenario Writer - AI Agent Testing Specialist

Mindrift; San Antonio (TX); Remote; USD 90,921 - 129,494; Part time

Job summary

A tech-focused company in San Antonio, Texas, offers project-based roles focused on testing and improving AI systems. Applicants should have over 5 years in software development, primarily in Python, with strong Full-Stack development skills. You will analyze AI failures and write comprehensive functional tests. Payment rates can reach $80/hour, with flexibility in hours worked and project details discussed upon application. English B2 proficiency is required.

Qualifications

• 5+ years of experience in software development.
• Background in Full-Stack development, especially with React and back-end systems.
• Experience with writing functional and integration tests.

Responsibilities

• Review and refine realistic coding tasks based on production codebases.
• Write functional tests that validate end-to-end behavior.
• Analyze AI failures to understand model performance.

Skills

Software Development

Python

Full-Stack Development

Docker

CI/CD

English proficiency - B2

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