Associate, Data Scientist, Gstar

2 weeks ago

Hyderabad Telangana, India DBS Bank Full time

Business Function
Group Technology and Operations (T&O) enables and empowers the bank with an efficient, nimble, and resilient infrastructure through a strategic focus on productivity, quality & control, technology, people capability and innovation. In Group T&O, we manage the majority of the Bank's operational processes and inspire to delight our business partners through our multiple banking delivery channels.
Roles & Responsibilities
- ; We’re looking for Data scientists across different levels to drive our journey towards becoming the most intelligent bank in the world-; Consult with business stake holders to understand the business problem and devise data driven solutions-; Develop end to end data driven solutions starting from business problem understanding to deployment and productionising of the devised solution-; Continuously improve the existing processes of developing and deploying machine learning solutions-; Identify new opportunities from the bank by analyzing the vast amounts of both structured and unstructured data-; Develop cross sell, Up Sell, Attrition models to aid customer management and enable additional revenue to the bank-; Develop Hyper personalization solutions for the consumer bank

Requirement
- ; A Solid understanding of statistics, mathematical modeling, Machine learning-; Solid experience in building decision trees, Random Forest, Gradient boosting or any other ML methods both for classification as well as regression problems-; End to end experience right from solution development to deploying models into production-; Ability to program in Python, PySpark and SQL-; Proactive and able to work under pressure, strong problem-solving skills, and positive attitude-; Excellent written and verbal communication skills-; A demonstrated ability to self-learn new skills and technologies-; Experience in analytics and modeling in banking domain is good to have but not necessary

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