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As the leading bank in Asia, DBS Consumer Banking Group is in a unique position to help our customers realise their dreams and ambitions. As a market leader in the consumer banking business, DBS has a full spectrum of products and services, including deposits, investments, insurance, mortgages, credit cards and personal loans, to help our customers realise their dreams and aspirations at every life stage. Our financial solutions are not only the best in the business - they were made just right for you. Responsibilities
Leverage both internal and external data to develop solutions aiming to improve customer engagement and business performance
Work with other analytics team to design, develop, and implement dynamic visualization tools aiming to provide actionable insights for better business decisioning and management
Work with other business teams and stakeholders to better understand customers' behavior in digital channels and help creating go to market strategies leveraging ad-hoc analytics
Ensure all models / tools created complying regulation and internal guidance
Minimum 8 years' working experiences in quantitative analytics, business analytics, modeling, and/or machine learning.
With solid experience of application of modeling / analytics in the context of the customer life cycle management across multiple distribution channels with effectiveness measurement and test learning
Effective presentation and communication skills with the ability to summarize analytic findings to both technical and non-technical audiences.
Work closely with senior leadership across different business units to identify business needs and challenges that can be addressed through data-driven advanced analytics and / or digital channels.
Design and implement customized analytical solution and data-driven insights using SAS or Python
nterpret & translate analytic output into actionable insights.
Responsible for experimental test design and ensure an robust A/B test framework to accelerate learning
University degree in Statistics, Operations Research, Computer Science, Mathematics, Engineering, Physics or another quantitative discipline. Advanced degree is a plus.
Professional experiences with R/Python (SciKit-Learn, Pandas, TensorFlow, Keras.....etc) or / SAS (Base, SAS STAT, Enterprise Miner...etc)
Proficient in visualization tool such as Qlikview / Qlik Sense a plus
Advanced knowledge in SQL or Hadoop a plus
Passion and curiosity for business and customers
Ability to navigate uncharted water in a fast-paced environment
Ability to find the critical path in a complex environment and develop a scalable solution
Apply Now We offer a competitive salary and benefits package and the professional advantages of a dynamic environment that supports your development and recognises your achievements. We regret only shortlisted candidates will be notified.