Freelance Agent Evaluation Engineer
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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
We're building a dataset to evaluate AI coding agents - how well a model handles real-world developer tasks.
You'll create challenging tasks and evaluation criteria within realistic simulated environments:
- Build realistic developer environments - a virtual company with codebase, infrastructure, and context (tickets, docs, conversations) that forms a believable development history
- Design tasks from intermediate states of these environments - craft the prompt, define what "solved" means, and ensure the task is solvable by an AI agent
- Write tests that verify agent solutions - accept all valid approaches and reject incorrect ones, neither too strict nor too lenient
- Iterate on tasks and tests based on QA feedback - review agent solutions, analyze failures, and refine until the evaluation is fair and robustWhat this is NOT
- Not data labeling
- Not prompt engineering
- Not writing code from scratch - the agent writes most of the code; you guide and evaluateWhat we look for
- 5+ years in software development
- Core stack: Python (FastAPI), JavaScript/TypeScript (React), Docker, Postgres, Kafka, Redis
- Experience writing tests (functional, integration)
- English proficiency - B2+Why this is hard
Frontier models are already good at coding. Creating a task that genuinely challenges the best models is non-trivial. You need to deeply understand where models fail and what scenarios reveal the difference between a good and a bad solution. Tasks have many valid solutions - writing tests that accept all correct solutions and reject incorrect ones is harder than it sounds.
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.
Compensation
Up to $50/hr equivalent, depending on level and pace. Tasks are estimated at ~20 hours each; you set your own schedule.
Requirements
- •5+ years in software development
- •Proficiency in Python (FastAPI), JavaScript/TypeScript (React)
- •Experience with Docker, Postgres, Kafka, Redis
- •Experience writing functional and integration tests
- •English proficiency - B2+
Nice to Have
- •prompt engineering
- •data labeling
Responsibilities
- •Create challenging tasks and evaluation criteria for AI coding agents
- •Build realistic developer environments with codebases and context
- •Design tasks from intermediate environments and define solvability
- •Write tests to verify agent solutions
- •Iterate on tasks and tests based on QA feedback
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- Get to the top of Mindrift's applicant pile
- Get AI-rewritten bullet points
- Download Gulf-ready CV
60 seconds. $3.99 one-time.
Mindrift offers AI-driven platforms to enhance recruitment processes and improve employee engagement. It caters to human resources departments and hiring managers.
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