Subject Matter Expert – Financial & Operations Chart Analysis

About this role

In this role, you'll apply your expertise to help train next-generation AI systems. Your work will shape how models learn, reason, and perform through high-quality, real-world input. No prior experience in AI is required — your domain knowledge is what matters.

Financial & Operational Chart Analysis Expert

Responsibilities

• Interpret a range of complex financial and operational charts, such as candlestick charts, yield curves, drawdown charts, market-volume charts, control charts, Pareto charts, process flows, and capacity/throughput charts using advanced domain knowledge.
• Draft clear, objective reasoning questions based on intricate visualizations, requiring multi-step quantitative analysis and deep understanding beyond surface-level observations.
• Deliver unambiguous, precise answers accompanied by comprehensive written explanations and explicit analytical steps or calculations in professional English.

Qualifications

• Bachelor’s degree or equivalent professional experience in Finance, Economics, Business Analytics, Industrial Engineering, Operations Management, or a related discipline.
• Minimum two years’ professional, academic, or research experience interpreting financial market data, risk metrics, or operational performance charts.
• Advanced proficiency in interpreting chart features such as axes, units, legends, scales, and annotations across diverse chart types.