Job Description

Job Title: Finance Domain Expert AI Model Evaluation (Contract / Remote)

Role Overview

We are seeking experienced Finance Domain Experts to collaborate with researchers in improving the performance of advanced AI and large language models (LLMs). This role is ideal for finance professionals who enjoy solving complex financial problems and want to contribute their expertise to the development of next-generation AI systems.
No prior AI or machine learning experience is required.

Key Responsibilities

• Evaluate AI/LLM outputs across various finance domains where model performance needs improvement
• Apply real-world finance expertise to help AI systems learn financial modeling, analysis, and decision-making concepts
• Create structured rubrics to assess model capabilities in areas such as:
  • Deal analysis
  • M&A evaluations
  • Financial forecasting and valuation
  • Risk and portfolio analysis
• Collaborate closely with researchers and fellow finance experts to:
  • Define evaluation benchmarks
  • Improve training methodologies
  • Shape long-term model performance strategies

Must-Have Qualifications

• 3+ years of professional experience in one or more of the following:
  • Investment Banking
  • Private Equity / Venture Capital / Growth Equity
  • Capital Markets
  • Portfolio or Asset Management
  • Equity or Credit Research
  • Trading / Quantitative Finance
  • FP&A, Accounting, or Financial Consulting
• Strong understanding of core finance concepts, including:
  • Investment and deal analysis
  • Financial modeling and forecasting
  • Corporate finance and revenue builds
  • Asset management and risk management
• Excellent written English communication skills

Nice-to-Have (Not Mandatory)

• CFA (Level I / II / III)
• CA / CPA
• MBA in Finance

Engagement Details

• Work Type: Contract / Freelance
• Location: Fully Remote
• Commitment:
  • Minimum 20 hours/week
  • Up to 40 hours/week
  • Partial overlap with PST hours required
• Compensation: USD 70 100 per hour (based on experience and expertise)

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