Freelance Agent Evaluation Engineer - Remote Eligible

Mindrift AI Specialist Opportunity

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:

You'll create challenging coding test cases that push AI coding systems to their limits:

• 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:

This opportunity is a good fit for experienced developers, software engineers, and/or test automation specialists open to part-time, non-permanent projects. Ideally, contributors will have:

• 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 $21/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.