Padmi
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Quant Finance Analyst

MumbaiPosted 2 months ago
Data Science And StatisticsSeniorFull Time; Regular
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Opens the source posting on shine.com

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Job Description: You will be responsible for designing, developing, and evaluating high-quality prompts for Large Language Models (LLMs) using real-world financial data and documents. Your role will require blending deep financial expertise with AI prompt engineering and response validation. The main project involves creating finance-specific prompts by utilizing 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, valuation models, audit reports, and compliance documents. You will design prompts to simulate real-world financial analysis scenarios, test and validate prompts across leading LLMs, and evaluate model responses for financial accuracy, numerical correctness, logical reasoning, assumptions, compliance with accounting standards (GAAP/IFRS), and clarity and usability for different stakeholders. Additionally, you will develop "Golden Responses" that will serve as benchmarks for model training and evaluation. Key Responsibilities: - Design, develop, and evaluate high-quality prompts for Large Language Models (LLMs) - Create finance-specific prompts using structured and unstructured financial data - Test and validate prompts across leading LLMs - Evaluate model responses for financial accuracy, logical reasoning, compliance with accounting standards, and clarity - Develop "Golden Responses" as benchmarks for model training and evaluation Qualifications Required: - More than 8 years of experience in Quant Finance - Strong understanding of financial statements and reporting, corporate finance and valuation techniques (DCF, comparables, etc.), financial modeling and analysis - Bachelors degree in Finance, Accounting, Economics, or a related field (Masters preferred) - Ability to adapt to a fast-paced, innovative environment Job Description: You will be responsible for designing, developing, and evaluating high-quality prompts for Large Language Models (LLMs) using real-world financial data and documents. Your role will require blending deep financial expertise with AI prompt engineering and response validation. The main project involves creating finance-specific prompts by utilizing 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, valuation models, audit reports, and compliance documents. You will design prompts to simulate real-world financial analysis scenarios, test and validate prompts across leading LLMs, and evaluate model responses for financial accuracy, numerical correctness, logical reasoning, assumptions, compliance with accounting standards (GAAP/IFRS), and clarity and usability for different stakeholders. Additionally, you will develop "Golden Responses" that will serve as benchmarks for model training and evaluation. Key Responsibilities: - Design, develop, and evaluate high-quality prompts for Large Language Models (LLMs) - Create finance-specific prompts using structured and unstructured financial data - Test and validate prompts across leading LLMs - Evaluate model responses for financial accuracy, logical reasoning, compliance with accounting standards, and clarity - Develop "Golden Responses" as benchmarks for model training and evaluation Qualifications Required: - More than 8 years of experience in Quant Finance - Strong understanding of financial statements and reporting, corporate finance and valuation techniques (DCF, comparables, etc.), financial modeling and analysis - Bachelors degree in Finance, Accounting, Economics, or a related field (Masters preferred) - Ability to adapt to a fast-paced, innovative environment

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