Details:
Role and Responsibilities:
- Structure and implement analytical workstream using latest machine learning / AI approach for digital prospecting across lending products
- Collaborate with Risk Underwriting and Sales teams to gain business perspective, and incorporate into analytical decision engines
- Collaborate with web analytics to gather insights on customer online behavior, built triggers for proactive lending offers to anticipate and address customer needs
- Implement AI approach to continuously screen internal portfolio and external data sources, apply behavioral models / triggers to identify changing customer behavior and needs
Requirements:
- 2+ years experience of statistical modeling and machine learning modeling (e.g. GBM, clustering, Random Forest)
- Skills required : R, Python, Advanced Excel (VBA), statistical modeling / mathematics
- Additional plus: digital / web analytics, streaming analytics, deep learning / NLP / neural networks are a plus.
Min. Qualification:
ug
Skills Required:
Advanced Excel, clustering, deep learning, machine learning, mathematics