Data Scientist - Machine Learning/Predictive Modeling

Job Description :

• 3+ years exp on Python, ML and Banking model development.

• Interact with the client to understand their requirements and communicate / brainstorm solutions.

• Contribute to how analytical approach is structured for specification of analysis.

• Contribute insights from conclusions of analysis that integrate with initial hypothesis and business objective. Independently address complex problems.

• 3+ years exp on ML/Python (predictive modelling).

• PD/LGD model development.

• Design, implement, test, deploy and maintain innovative data and machine learning solutions to accelerate our business.

• Create experiments and prototype implementations of new learning algorithms and prediction techniques.

• Collaborate with product managers, and stockholders to design and implement software solutions for science problems.

• Use machine learning best practices to ensure a high standard of quality for all of the team deliverables.

• Has experience working on unstructured data ( text ): Text cleaning, TFIDF, text vectorization.

• Text classification using any of the following: decision trees, knn classification, support vector machines or LDA.

• Exp on SQL would be a plus.