Accounting Expert (QuickBooks) — AI Model Evaluation

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Contract · Remote · $120/hr
Role Overview
Huzzle is seeking experienced accountants to test how well frontier AI systems handle real accounting work. You will write realistic accounting prompts that are difficult enough to make a frontier model fail, and then write a rubric for each one that lets any reviewer grade the model's output consistently. A rubric is a list of objective, checkable criteria — a reviewer applies it to an answer and marks each criterion pass or fail.Training is provided. Prior AI or data-annotation experience is preferred.
Key Responsibilities
- Write realistic accounting tasks of the kind a client, controller or business owner would send
- Month-end close, bank and credit card reconciliations, AR/AP ageing, accruals and adjusting entries, sales tax, job costing, and cleaning up a messy QuickBooks file
- Each request should call for a working deliverable,



usually a spreadsheet, a journal entry schedule or a short memo.
- Run the request against a frontier AI model and examine the output with the scrutiny you would apply to work you were signing off. Where the model succeeds, escalate the difficulty until a genuine gap appears.
- Author a scoring rubric for each task with objective criteria another reviewer could apply without repeating your work, for example "the reconciled ending balance equals $X" or "the $X deposit is recorded as a customer deposit liability, not revenue."

Requirements
- 5+ years in accounting, bookkeeping or finance operations
- 3-4+ years of hands-on QuickBooks (Online or Desktop) in a real business setting
- Available 40 hours per week for the next 2 weeks
- Excellent written English and precision with numbers

Contract and Payment Terms
You will be engaged as an independent contractor. Fully remote, completed on your own

📌 Accounting Expert (Madrid)
🏢 Huzzle.com
📍 Madrid