[Hiring] Accounting Expert @Huzzle

Role Description

Huzzle Labs is seeking experienced accountants to write realistic accounting tasks that test how well frontier AI systems handle accounting work. You will create prompts that are difficult enough for a frontier model to fail, then write a scoring rubric for each task so reviewers can assess the output consistently. Your judgement helps define the standards used to measure model performance.

This is an expert judgement role focused on realistic task design, careful review of model output and precise, consistent documentation. Training is provided.

Responsibilities:

• Write realistic accounting tasks covering month-end close, bank and credit card reconciliations, AR/AP ageing, accruals and adjusting entries, sales tax, job costing, and the clean-up of incomplete or inconsistent books.
• Build from real material by reviewing a deal room containing hundreds of files, selecting relevant documents, and developing prompts and rubrics for tasks a frontier model struggles to complete correctly.
• Require usable deliverables, usually a spreadsheet, a journal entry schedule, or a short memo.
• Test against a frontier model by running each request and reviewing the output with care, increasing difficulty until a genuine gap appears.
• Write scoring rubrics defining objective criteria that another reviewer can apply without repeating your work.
• Apply guidelines consistently, flag ambiguous cases, and help refine the criteria.

Qualifications

• At least 5 years in accounting, bookkeeping, or finance operations.
• Prior AI training or data-annotation experience is required.
• Hands-on knowledge of month-end close, reconciliations, AR/AP, accruals and adjusting entries, sales tax, and job costing.
• Excellent written English and precision with numbers.
• Careful and detail-oriented: accurate figures and objective, checkable criteria.
• Available 20 to 40 hours per week for an initial one-week trial, with potential extension.

Requirements

• Prior AI training or data-annotation experience is required.

Benefits

• Compensation: $60 - $90 USD / hour

Company Description

Huzzle Labs partners with frontier AI labs to evaluate and improve frontier models through deep human expertise. Contributors directly assess advanced AI systems in their specialist fields, receive competitive compensation, and help define the standards used to measure model performance.

Confidentiality

An NDA must be signed before the engagement begins.