Signal/noise on the market is extremely low, and determining whether you’re predicting something or just data snooping your way to a function that looks like it predicts something is a serious competitive advantage in itself (... because all you need then is novel functions to try).

Working out a function that passes a split test is inevitable and easy tbh. That function then making money is highly unlikely. This is especially true if your data sources are public.