Company Description

DeepLLMData specializes in providing expert human-annotated data for large language model (LLM) training and development. The company offers services such as supervised fine-tuning (SFT), reinforcement learning with human feedback (RLHF), and data provisioning for domains requiring STEM expertise, mathematics, and other specialized fields.

Role Description

Top Financial Analyst for Short burst project. Project involves creating Eval set and reviewing the Prompt-inference pairs. Only members working with US Portfolios will be considered.

Areas we are looking :

- Equity Investing
- FP&A;
- LBO: debt schedule waterfall, cash flow calculation
- LBO: new debt raised, bridge financing, revolver, bond, notes
- Diluted share count calculations (Options, RSU's, Convertible Bonds, Convertible Pref Stocks, Warrants)
- M&A; accretion / Dilution
- Sources & Uses tables
- Residential/Commercial Mortgage portfolios
- Python: backtest strategy risk-adjusted returns calculations; Advanced mathematical logic; Focus purely on calculation logic

This is a Freelancing role for Finance Professionals with CFA or CPA background to design, develop, and evaluate high-quality prompts for Large Language Models (LLMs) using real-world financial data and documents. This role blends deep financial expertise with AI prompt engineering and response validation.





Project involves creating finance-specific prompts using structured and unstructured financial data such as:

- Financial statements (P&L;, Balance Sheet, Cash Flow)
- Annual reports (10-K, 10-Q)
- Equity research reports
- Investment memos and valuation models
- Audit reports and compliance documents
- Design prompts that simulate real-world financial analysis scenarios and Test and validate prompts across leading LLMs .
- Evaluate model responses for: Financial accuracy and numerical correctness, Logical reasoning and assumptions, Compliance with accounting standards (GAAP/IFRS), Clarity and usability for different stakeholders
- Develop “Golden Responses” (ideal outputs) that serve as benchmarks for model training and evaluation.

Required Skills & Qualifications

- 3–10 years of experience in Finance / Accounting / Investment Analysis. Previous experience is important. Experience in Investment Banking, Equity Valuation, Private Equity Investing, Corporate Banking.
- Strong understanding of:

Financial statements and reporting Corporate finance and valuation techniques (DCF, comparables, etc.)

Financial modeling and analysis

- Bachelor’s degree in Finance, Accounting, Economics, or a related field (Master’s preferred)
- Ability to adapt to a rapid-paced, innovative environment

Nature

Part-Time or Contract based

📌 LBO, M& A , Investing Banking from Big 5 or Quant Investing for LLM Model Training (India)
🏢 DeepLLMData
📍 India