Senior Python Engineer - AI Coding Agent Evaluation (Freelance)

Das ist der Job

Please submit your CV in English and indicate your level of English proficiency.

Darum lohnt es sich

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 robust What this is NOT: • Not data labeling • Not prompt engineering • Not writing code from scratch - the agent writes most of the code; you guide and evaluate What we look for: • 8+ 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 30 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 $200/hr equivalent, depending on level and pace. Tasks are estimated at :30 hours each; you set your own schedule.