Accounting Expert: AI Model Evaluation

H
Huzzle LabsAI model evaluation
United Kingdom. India. Germany. United StatesContractSenior
Salary60 - 90 USD per hour
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Job Details

Languages
Excellent written English
Experience
At least 5 years in accounting, bookkeeping or finance operations.
Required Skills
AccountingBookkeeping

Requirements

  • Have at least 5 years of experience in accounting, bookkeeping, or finance operations.
  • Have prior AI training or data-annotation experience.
  • Bring hands-on knowledge of month-end close.
  • Bring hands-on knowledge of reconciliations.
  • Bring hands-on knowledge of AR/AP, accruals, and adjusting entries.
  • Bring hands-on knowledge of sales tax and job costing.
  • Have excellent written English and precision with numbers.
  • Be careful and detail-oriented, producing accurate figures and objective, checkable criteria.
  • Be available 20 to 40 hours per week for an initial one-week trial, with potential extension.
  • Sign an NDA before the engagement begins.

Responsibilities

  • Create realistic accounting tasks covering month-end close, reconciliations, AR/AP ageing, accruals, adjusting entries, sales tax, job costing, and incomplete or inconsistent books.
  • Review deal-room files and select relevant documents to develop prompts and rubrics.
  • Write requests that call for usable outputs, such as a spreadsheet, journal entry schedule, or short memo.
  • Run each request against a frontier AI model and review its output carefully.
  • Increase task difficulty when the model succeeds until a genuine gap appears.
  • Write objective scoring rubrics that another reviewer can apply without repeating the work.
  • Follow task and rubric guidelines consistently, flag ambiguous cases, and help refine criteria.
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60 - 90 USD per hour
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