Participation is project-based, not permanent employment.
What this opportunity involvesWe'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 robust
What this is NOTNot data labeling
Not prompt engineering
Not writing code from scratch - the agent writes most of the code; you guide and evaluate
What we look for5+ 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 hardFrontier 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 worksApply ? Pass qualification(s) ? Join a project ? Complete tasks ? Get paid
Effort estimateTasks 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.
CompensationUp to$40/hr equivalent, depending on level and pace.
Tasks are estimated at ~20 hours each; you set your own schedule.
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📌 Freelance Agent Evaluation Engineer (Vicenza)
🏢 AI Chopping Block
📍 Vicenza