Accounting / Bookkeeping Expert, fully remote | Up to $90/hr

Askable is the research platform helping enterprises build better products, and frontier AI labs build better models. Millions of verified participants, and a platform powering thousands of research and product teams globally.
Position: Accounting / Bookkeeping Expert
Type: Contract, two weeks, full-time
Compensation: $60 to $90 per hour
Location: Remote, any location
We're looking for accountants and bookkeepers to spend two weeks stress-testing AI models against the work you actually do. You'll write realistic task scenarios, run them at the model, and build the rubrics other reviewers grade against.
Role responsibilities
Design task briefs from real accounting workflows: reconciliation and month-end close, AR and AP management, payroll, BAS and tax preparation, financial statement review, chart-of-accounts restructuring, and multi-entity reporting in QuickBooks.
Specify what a task needs to be realistic: the ledger state, the source documents, the data the model has to work from, and the call a strong practitioner should reach.
Run your prompts at the model to surface failure modes, hallucination triggers and reasoning gaps, then escalate the complexity.
Write reference answers and scoring criteria that separate a correct treatment from one that is plausible but wrong.
Author objective, self-contained rubrics backed by explicit reference sources, so peer reviewers grade the same output the same way.
Qualifications
Must-have
5+ years professional accounting or bookkeeping experience.
3 to 4 years hands-on in QuickBooks.
Hands-on experience writing complex prompts, evaluating LLM output and building evaluation rubrics.
Professional English, written and spoken.
Full-time availability across the full two weeks.
A secure personal or corporate device. Public or shared computers aren't permitted.
Preferred
More than one accounting platform
Practice or firm experience covering several client entities at once.
A CPA, CA or equivalent qualification.
You've written training material, SOPs or review checklists for other accountants.
Prior AI training or evaluation work on RLHF, DataAnnotation, Outlier, Scale AI or similar.
Terms
You're engaged as an independent contractor for the length of the campaign. The fee is agreed before you start.
You won't use your employer's or your clients' data. The tasks are scenarios you author. Don't bring confidential information to this work.
Campaigns can be extended, shortened or ended early depending on need and performance.

Work arrangement
No