Freelance Agent Evaluation Engineer
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Key skills for this role
About the Role
Mindrift is seeking a Freelance Agent Evaluation Engineer to build datasets for evaluating AI coding agents. You will create realistic developer environments, design tasks, and write tests.
Key Skills for This Role
Responsibilities
- Build realistic developer environments a virtual company with codebase, infrastructure, and context
- Design tasks from intermediate states of these environments craft the prompt, define what 'solved' means
- Write tests that verify agent solutions accept all valid approaches and reject incorrect ones
- Iterate on tasks and tests based on QA feedback review agent solutions, analyze failures, and refine
Requirements
- Experience in software development and AI evaluation
- Ability to build realistic developer environments with codebase, infrastructure, and context
- Ability to design tasks and define evaluation criteria
- Ability to write tests that verify agent solutions
- Ability to iterate based on QA feedback
Full Job Posting
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
Compensation
- Up to $50/hr equivalent, depending on level and pace.
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