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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
While each project involves unique tasks, contributors may :
- 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
What we look for
This opportunity is a good fit for software engineers, open to part-time, non-permanent projects. Ideally, contributors will have :
3+ of software development experience with strong Python focusExperience with Git and code repositoriesComfortable with structured formats like JSON / YAML for scenario descriptionUnderstanding core LLM limitations (hallucinations, bias, context limits) and how these affect evaluation designFamiliarity with DockerEnglish proficiency - B2How it works
Apply → Pass qualification(s) → Join a project → Complete tasks → Get paid
Project time expectations
Tasks for this project are estimated to take 6-10 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 / hourFixed project rate or individual rates, depending on the projectSome projects include incentive paymentsNote : 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.