About The Position

We are seeking an experienced Quantitative Finance Subject Matter Expert to support the development, evaluation, and improvement of advanced Artificial Intelligence (AI) models. This is not a traditional Investment Banking position. Instead, you will apply your real-world expertise to evaluate complex AI-generated financial analyses, validate technical reasoning, identify inaccuracies, and help improve Large Language Models (LLMs) used within the finance industry. We are looking for professionals who are recognized as experts within their field—individuals capable of evaluating financial reasoning with the same rigor expected in investment banking, corporate finance, transaction advisory, and institutional finance environments.

Requirements

  • Significant practical experience in Investment Banking, Corporate Finance, or Transaction Advisory.
  • Strong knowledge of U.S. financial markets and corporate finance principles.
  • Exceptional analytical and critical thinking skills.
  • Advanced financial modeling and valuation capabilities.
  • Excellent written English communication skills.
  • Ability to independently evaluate complex financial analyses and articulate technical feedback.
  • Strong attention to detail and commitment to quality.
  • Candidates should demonstrate expert-level knowledge in one or more of the following: Budgeting, Forecasting, Financial Planning, Variance Analysis, Cost Accounting, Business Partnering, Financial Reporting, Strategic Planning, Management Reporting.

Nice To Haves

  • Controller
  • CFO
  • FP&A Director
  • Professional Certifications (CFA, CPA, MBA Finance, Chartered Accountant)
  • Professional Background in Investment Banking, Big Four Transaction Advisory, Valuation Advisory, Private Equity, Venture Capital, Corporate Development, Strategic Finance
  • Experience with Financial Platforms like Bloomberg Terminal, Capital IQ, FactSet, Refinitiv, PitchBook
  • Previous experience with AI Model Evaluation, Reinforcement Learning from Human Feedback (RLHF), Prompt Engineering, AI Annotation, Large Language Model (LLM) Evaluation, AI Quality Assurance, Benchmark Dataset Development
  • Candidates without prior AI evaluation experience may still be considered if they possess exceptional domain expertise and strong analytical reasoning.
  • Strong working knowledge of SEC Filings, Public Equities, Financial Statements, Valuation Methodologies, Corporate Earnings, Macroeconomic Indicators, Investment Analysis, Capital Markets, Financial Ratios, Portfolio Concepts, Market Trends.
  • Led complex financial analyses or valuation engagements.
  • Reviewed or approved the work of other finance professionals.
  • Supported or led high-profile transactions.
  • Presented recommendations to executive leadership, investment committees, or clients.
  • Built financial models used in strategic business decisions.
  • Applied expert judgment to evaluate complex financial scenarios.

Responsibilities

  • Evaluate AI-generated financial analyses for technical accuracy, completeness, and quality of reasoning.
  • Identify factual inaccuracies, unsupported assumptions, logical inconsistencies, and calculation errors.
  • Review financial models, valuation methodologies, and investment analyses produced by AI.
  • Create, review, and refine finance-related prompts, benchmark responses, and evaluation datasets.
  • Apply detailed annotation guidelines consistently while maintaining exceptional quality standards.
  • Provide structured, actionable feedback that improves AI model performance.
  • Collaborate with Project Managers, Quality Assurance teams, and AI Researchers to improve evaluation methodologies.
  • Maintain productivity and quality expectations while working independently in a remote environment.

Benefits

  • Project-Based Independent Contractor (Remote)
  • Ad-hoc, project-based opportunity
  • Work assigned based on client demand and project availability
  • Compensation: $55–$60 USD/hour
  • Opportunity to support the development, evaluation, and improvement of advanced AI models
  • Opportunity to apply real-world expertise to evaluate complex AI-generated financial analyses
  • Opportunity to help improve Large Language Models (LLMs) used within the finance industry
  • Opportunity to be part of a global network of experts helping define the next generation of AI
  • Challenging, project-based engagements with leading technology organizations
  • Compensation for successfully completing the Trial Gig
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