AI Finance & Investment Advanced
AI Default Prediction Specialist
An AI Default Prediction Specialist designs, trains, and operationalizes machine-learning models that forecast the probability of …
Demand 9.1/10
AI Risk 15%
Salary $105,000-$195,000/yr
Credit risk modeling fundamentals (PD, LGD, EAD frameworks)Gradient-boosted tree methods (XGBoost, LightGBM, CatBoost) for tabular finance dataDeep learning for sequential and multi-modal financial data (LSTMs, Transformers)Feature engineering from financial statements, alternative data, and macroeconomic time series +8