Finance and Operations Expert for AI Model Evaluation [Remote]

Role Overview:

Contribute your senior finance and accounting expertise to the development of frontier AI models and datasets. This role involves leading the review of complex financial and operational scenarios, aiding in the creation of evaluation frameworks, and advising client teams on AI model outputs. It is tailored for seasoned finance professionals eager to influence AI evaluation methodologies and enhance the infrastructure of financial AI systems.

• Lead senior-level review of complex or ambiguous finance, accounting, and operational business cases.
• Facilitate structured resolution of disagreements among reviewers.
• Contribute to the development of financial evaluation frameworks.
• Provide expert advisory hours to client teams reviewing AI model outputs.
• Author standards-aligned financial and operational commentary on cases as needed.
• Provide subject matter expertise across accounting, finance, tax, and business operations as appropriate.

• 5+ years of hands-on experience in finance, accounting, or operations at a US-based company, with exposure to retail, e-commerce, or consumer brands.
• Background in one or more of the following: Investment Banking (Retail/Consumer Coverage), Big 4 Audit or Advisory, Corporate FP&A, Controllership, DTC/E-commerce Operations.
• CPA and/or CFA strongly preferred.
• Direct familiarity with US GAAP and financial reporting standards, US tax structures (sales tax nexus, 1099s, W-2s), and US employment practices (I-9s, at-will employment, benefits administration).
• Practical knowledge of month-end close processes, board reporting, vendor negotiations, and fulfillment cycles.
• Experience using tools such as Shopify, QuickBooks, Zendesk, HubSpot, Workday, Slack, and Google Workspace.
• Strong written communication skills with the ability to adapt communication style to different audiences.
• High attention to numerical detail and ability to reconcile data across multiple interconnected documents and systems.
• Strong written articulation of financial reasoning suitable for review and evaluation.
• Ability to lead and document reviewer consensus.
• Disciplined adherence to project protocols.

• Prior exposure to AI evaluation, digital transformation initiatives, financial technology, or business process automation.
• Experience reviewing financial documentation, operational workflows, audit materials, or business process outputs.
• Experience mentoring, training, or managing finance teams.