Note: The job is a remote job and is open to candidates in USA. 24-MAG LLC offers an independent consulting opportunity for investment and finance professionals contributing to an advanced AI training and financial reasoning project. The role evaluates AI-generated financial analysis and creates expert prompts and reference answers grounded in real-world finance and transaction experience.

Responsibilities

• Assess AI-generated outputs involving financial modelling, valuation, and investment analysis
• Review assumptions, methodologies, calculations, and conclusions for technical accuracy
• Evaluate whether valuation approaches are appropriate to the company, transaction, or market context
• Identify unrealistic assumptions, weak logic, or unsupported conclusions
• Apply real-world transaction judgement when reviewing model outputs
• Evaluate scenarios involving investment opportunities, company performance, and transaction dynamics
• Review financial and operational information from an investor or deal-team perspective
• Identify key risks, diligence gaps, and material considerations
• Assess whether conclusions are supported by available evidence
• Apply practical experience from investment banking, private equity, venture capital, hedge funds, growth equity, or related fields
• Analyse model outputs involving capital markets, financing, and market-based reasoning
• Assess how well financial relationships, market assumptions, and investment dynamics are understood
• Identify inconsistencies in reasoning around capital structure, returns, risk, or market conditions
• Compare alternative analytical approaches and explain relevant trade-offs
• Contribute domain expertise grounded in real-world finance practice
• Create expert-level prompts based on realistic investment, valuation, and deal scenarios
• Develop high-quality reference answers that reflect professional finance standards
• Document assumptions and analytical reasoning clearly
• Ensure reference material is technically rigorous, realistic, and reproducible
• Contribute examples that meaningfully test advanced financial reasoning
• Flag errors, weak reasoning, unrealistic assumptions, and incomplete analysis in AI-generated responses
• Provide concise, actionable feedback explaining how outputs should be improved
• Distinguish superficial financial reasoning from genuinely sound analysis
• Contribute observations that help improve model behaviour across finance-related tasks
• Maintain consistent evaluation standards across diverse scenarios

Skills

• At least 1 year of experience at a well-known financial institution, investment firm, or legitimate startup
• Relevant backgrounds may include investment banking, private equity, venture capital, hedge funds, growth equity, or closely related finance roles
• At least part of the relevant experience should have been gained within approximately the past 7 years
• Strong financial modelling and valuation skills
• Practical experience with investment analysis, due diligence, or transaction work
• Strong understanding of capital markets and financial-analysis principles
• Excellent written English and ability to explain financial reasoning clearly
• Strong analytical judgement and attention to detail
• Ability to translate practical finance experience into structured evaluation and feedback
• Undergraduate degree from a highly ranked university is preferred
• Candidates based in English-speaking countries are preferred

Benefits

• Fully remote

Company Overview