Position Summary

JOB DESCRIPTION

We’re seeking a Data Scientist to support the development and deployment of machine learning models and analytics solutions that improve decision-making across the mortgage lifecycle—from acquisition to servicing. In this hands-on role, you’ll contribute to building predictive models, customer segmentation tools, and automation workflows that enhance operational efficiency and customer outcomes. You’ll work closely with senior data scientists and cross-functional teams to translate business needs into well-scoped modeling tasks, with opportunities to apply natural language processing (NLP), statistical modeling, and experimentation frameworks in a regulated financial workplace. This role reports to a senior leader in Data Science.

Job Functions And Responsibilities

To perform this job successfully, an individual must be able to perform each essential duty satisfactorily.

Develop and maintain machine learning models and statistical tools for use cases such as risk scoring, churn prediction, segmentation, and document classification.




Collaborate with Product, Engineering, and Analytics teams to identify data-driven opportunities and support automation initiatives.
Translate business questions into modeling tasks and contribute to the design of experiments and success metrics.
Assist in building and maintaining data pipelines and model deployment workflows in partnership with data engineering.
Apply techniques such as supervised learning, clustering, and basic NLP to structured and semi-structured mortgage data.
Support model monitoring, performance tracking, and documentation to ensure compliance and audit readiness.
Contribute to internal best practices and participate in peer reviews and knowledge-sharing sessions.
Stay current with developments in machine learning and analytics relevant to mortgage and financial services.

Qualifications

To perform this job successfully, an individual must have the following education and/or

📌 Manager, Data Science and Analytics (Bengaluru)
🏢 Ocwen Financial Solutions - APAC
📍 Bengaluru