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Mindrift • Oklahoma, United States
Salary: $80 / hour
Role & seniority
Experienced software engineer / test automation specialist
Part-time, project-based (non-permanent)
Stack/tools
Python (pytest, async/await, subprocess, file operations)
Front-end: React-based interfaces; Full-Stack background
Docker (running evaluations locally)
CI/CD: GitHub Actions
English proficiency: B2
Top 3 responsibilities
Create challenging coding test cases that push AI coding systems
Write comprehensive functional tests validating end-to-end behavior and edge cases
Analyze AI failures, iterate based on expert QA feedback across 7 quality criteria
Must-have skills
5+ years in software development (primarily Python)
Full-Stack experience (React front-end + robust back-end)
Proven experience writing functional and integration tests
Docker usage for local evaluations
CI/CD understanding (GitHub Actions)
English proficiency at B2
Nice-to-haves
Degree in Computer Science, Software Engineering, or related field
Deeper experience with complex reasoning tasks and multi-file context
Familiarity with test design beyond execution (review/score criteria)
Location & work type
Project-based, not permanent employment
Part-time; flexible task submission with a 20-hour approximate effort per project
Payment up to $80/hour; rates per project vary by expertise and project needs
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 isproject-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