• Produce probabilistic forecasts on financial markets, asset classes, and macroeconomic indicators • Clearly document quantitative models, logic, datasets, and assumptions used in forecasts • Analyze historical datasets to extract signals and validate market hypotheses • Collaborate with peers from economics and finance to align and calibrate predictions • Contribute to improving forecasting structures, scoring systems, and methodology