Finance Expert (AI Training, €40-60/h)

Finance Expert — AI Model Evaluation Contract · Remote · €40-60/h

Role Overview

• Huzzle is seeking finance professionals to test how well frontier AI systems handle real financial work, and to document where they fall short.
• You will not be performing financial analysis. You will be finding the point at which an AI system stops being reliable at it, and proving that point objectively.
• Each piece of work you submit has three parts: a realistic financial request, documented evidence of where the model failed it, and a scoring rubric that lets any reviewer grade a future attempt consistently.
• Full training and worked examples are provided. Prior AI or data-annotation experience is preferred.

Key Responsibilities

• Test financial requests against a frontier AI model and examine its output with the scrutiny you would apply to work you were signing off.
• Document exactly where and how it failed, with the cell reference, figure or omission that demonstrates it. Precision matters more than volume.
• Author scoring rubrics with sourced, objective criteria that another reviewer could apply without repeating your research.
• Write the underlying requests: realistic financial tasks requiring live research against public sources, multi-step calculation, and an actual file deliverable — typically an Excel workbook, but also memos, PDFs, decks or CSVs.
• Escalate task difficulty where the model succeeds, until a genuine gap is exposed.

Ideal Qualifications

• 3+ years in financial analysis, FP&A, corporate finance, audit, tax, accounting or financial control.
• Strong Excel modelling ability — multi-tab workbooks, driver-based logic, scenario modelling. Not template completion.
• The instinct to verify a figure against its source rather than accept it.
• Excellent written English and unusual precision with detail.
• 15–25 hours per week available across the engagement.
• Part-qualified or qualified (ACA, ACCA, CIMA, CFA) is a plus, not a requirement. Demonstrated depth matters more than credentials.

Contract and Payment Terms

• You will be engaged as an independent contractor.
• Fully remote, completed on your own schedule within the engagement window.
• The engagement may be extended, shortened or concluded early depending on programme needs and performance.

About Huzzle

• Huzzle partners with frontier AI labs to evaluate and improve frontier models using deep human expertise.
• Contributors work directly on the assessment of advanced AI systems in their own field, are paid competitively, and help define the standards by which those systems are measured.