Total 8-10 years of total experience with 5-6 of relevant experience ML model building. 2. 2+ years of experience in building Credit Risk Models 3. Experienced in building logistic regression model for probability of default 4. 3+ years of experienced in building ML models using Python 5. Well versed with packages like Numpy, Pandas, Ski Kit Learn, Matpotlib, Seaborn etc 6. Experience in using MLFlow 7. Knowledge and experience on snowflake will be added advantage 8. Need to be familiar with VS code as the IDE (instead of Jupyter etc) 9. Experienced in model validation like use of Gini, AUC/ROC, Confusion matrix, Recall, Precision, Accuracy 10. Experience in requirements gathering and creating technical designs & implementations Soft Skills 1. Excellent verbal and written communication skills 2. Strong analytical and problem-solving abilities 3. Ability to work independently as well as collaboratively with cross-functional teams
