Note: The job is a remote job and is open to candidates in USA. 24-MAG LLC is offering a part-time independent-contractor consulting opportunity for experienced finance professionals to contribute domain expertise to AI research and evaluation initiatives. The role involves evaluating AI model outputs, developing finance-focused rubrics and benchmarks, and collaborating with researchers on training and evaluation strategies.

Responsibilities

• Evaluate AI model performance across specialised finance topics
• Identify areas where models demonstrate weak or incomplete reasoning
• Assess outputs for financial accuracy and analytical quality
• Apply domain-specific judgement to complex finance scenarios
• Document recurring model limitations and improvement opportunities
• Apply expertise to investment analysis and corporate-finance scenarios
• Evaluate forecasting, revenue builds, and financial assumptions
• Analyse asset-management and risk-management problems
• Review transaction, deal, or M&A-related reasoning where relevant
• Apply structured problem-solving to challenging financial tasks
• Create evaluation rubrics for specialised finance capabilities
• Define clear criteria for assessing model performance
• Develop standards for complex financial reasoning tasks
• Support benchmarking across different areas of finance
• Refine evaluation methods based on observed model behaviour
• Collaborate with AI researchers and other finance professionals
• Contribute subject-matter expertise to training strategies
• Help shape evaluation approaches for finance-focused AI systems
• Provide feedback on benchmark design and task difficulty
• Support iterative improvement of finance-oriented model capabilities
• Explain complex financial reasoning clearly in written English
• Provide concise rationale for evaluation decisions
• Identify inaccurate assumptions or unsupported conclusions
• Communicate domain-specific feedback to interdisciplinary teams
• Maintain consistent quality standards across assigned evaluations

Skills

• 2+ years of professional experience in finance
• Relevant backgrounds may include capital markets, portfolio management, research, trading, or quantitative finance
• Experience in investment banking, private equity, venture capital, or growth equity is also relevant
• FP&A, accounting, financial consulting, and corporate-finance backgrounds are welcome
• Strong understanding of financial concepts within your area of expertise
• Familiarity with investment analysis and financial forecasting
• Experience with revenue builds, corporate finance, or asset management where relevant
• Understanding of risk management and financial decision-making
• Strong critical-thinking and problem-solving capabilities
• Ability to evaluate complex analytical outputs objectively
• Excellent written English communication
• Comfortable explaining financial reasoning to research and technical teams
• CFA Level I, II, or III is advantageous
• CA, CPA, or MBA in Finance is also advantageous

Benefits

• Fully remote
• Flexible commitment of approximately 10–30 hours per week
• Flexible remote working environment

Company Overview