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F2F2San Francisco, CA

AI Financial Modeling Extern

Develops AI-native financial modeling templates and standards for private markets platform, teaches AI agents best practices, and performs QA on automated model outputs. Requires investment banking or private equity experience with complex model building.

50 – 75/hr
HybridEntry levelML Engineering

About the role

Responsibilities

  • Teach F2 agent best practices across financial models
  • Design and standardize financial modeling templates optimized for AI execution with first principles approach
  • Define formatting, structure, and best practices consistent with institutional modeling standards
  • Perform high-rigor QA on AI outputs to ensure investor-grade precision
  • Pressure-test edge cases and help identify failure modes in automated modeling workflows

Requirements

  • Prior experience in Investment Banking, Private Credit, or Private Equity with heavy financial modeling exposure
  • Built and audited complex 3-statement, LBO, or credit models from scratch
  • Strong instincts for model hygiene, structure, and institutional formatting standards
  • Think critically about model logic and enjoy breaking/stress-testing systems
  • Excited about applying AI to transform financial workflows

Preferred Qualifications

  • Experience in investment banking, private credit or private equity
  • Exposure to model auditing, QA processes, or financial modeling best-practice frameworks

Compensation

  • $50/hr

Skills

Financial Modeling3-Statement ModelsLbo ModelsCredit ModelsAI AgentsModel AuditingQa ProcessesExcelFinancial Workflows

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