Sales Expert (QuickBooks experience) — AI Model Evaluation

Contract · Remote · $120/hr

Role Overview

Huzzle is seeking experienced sales professionals to test how well frontier AI systems handle real sales work. You will write realistic sales 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. Full training and worked examples are provided. Prior AI or data-annotation experience is preferred.

Key Responsibilities

• Write realistic sales tasks of the kind a sales manager, customer or business owner would send
• Estimates and quotes with tiered pricing and discounts, turning a QuickBooks sales export into a pipeline or forecast report, commission calculations, research on a real prospect account, proposals, and responses to a renegotiation.
• Each request should call for a working deliverable, usually a spreadsheet, quote, proposal or email sequence.
• Run the request against a frontier AI model and review the output the way you would review a new rep's work before it reaches a customer.
• Author a scoring rubric for each task with objective criteria another sales professional could apply without redoing your work, for example "the discounted line total equals $X" or "the quote does not exceed the 15% discount cap."