Freelance Agent Evaluation Engineer
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Key skills for this role
About the Role
Evaluate AI coding agents by creating tasks, designing tests, and iterating based on feedback; requires proficiency in Python, JavaScript, and test writing.
Key Skills for This Role
Responsibilities
- Build realistic developer environments with codebase, infrastructure, and context
- Design tasks from intermediate states of environments, crafting prompts and defining success criteria
- Write tests that verify agent solutions, accepting valid approaches and rejecting incorrect ones
- Iterate on tasks and tests based on QA feedback, analyzing agent solutions and refining evaluations
Requirements
- 5+ years in software development
- Proficiency in Python (FastAPI), JavaScript/TypeScript (React), Docker, Postgres, Kafka, Redis
- Experience writing functional and integration tests
- English proficiency B2+
Full Job Posting
Opportunity Overview
- 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
- 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
- 5+ years in software development
- Core stack: Python (FastAPI), JavaScript/TypeScript (React), Docker, Postgres, Kafka, Redis
- Experience writing tests (functional, integration)
- English proficiency B2+
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