Specialist Analytics – Assets - Mumbai, India - DBS Bank

    DBS Bank
    DBS Bank Mumbai, India

    3 weeks ago

    dbs bank background
    Description

    JOB DESCRIPTION

    Position Title: Specialist Analytics – Assets

    Department: CBG

    Business Function

    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.

    Job Purpose

    To support the data driven decision making for DBS products, processes, and business through the creation of data dashboards, infographics, models per business requirement.

    Key Accountabilities


    • Develop statistical learning models by using AI / ML Techniques


    • Identify insights (opportunities) for business growth and communicate results and ideas to key decision makers


    • Regular portfolio health check-ups through Business Insights and identifying areas of growth and areas of sluggishness within portfolio


    • Drive insight led actionables to help achieve portfolio targets


    • Support business in meeting the Budgets through Analytical Insights; support stakeholders in Business Reviews

    Job Duties & responsibilities


    • Involve in building Machine Learning models, data science solutions and working with state-of-art data science and Machine Learning Tools such as Spark, Sklearn, Tensorflow, and will have mastery in any number of Analytic Programming languages/platforms like Python, R. etc.


    • Work with large datasets, distributed Big Data Platforms for a variety of advanced analytics solutions across the bank ranging from recommendation engines, propensity models, customer segmentation, Graph models, Credit underwriting model, pricing and more


    • Engage with business and product teams to formulate problems and create solution framework


    • End-to-End execution from data collection, analysis, feature engineering, model development, implementation (including testing) and monitoring


    • Design A/B test experiments to test the model effectiveness and analyze to identify the target segments


    • Drive the testing and deployment of the machine learning products into production


    • Excellent pattern recognition and predictive modelling skills


    • Understand the Product Journeys and help business to improve the customer experience

    Required Experience

    Non-technical Experience


    • Strong academic background


    • Should be self-motivated, adaptable, focused and well organized


    • Should possess a creative bent of mind and should be a strategic thinker

    Technical Experience


    • 12-15 years of experience in Data Science/Analytics (banking, ecommerce, retail, telecoms, technology) with demonstrated track of generating value through DS/ML/AI solutions


    • Should have full understanding of applications of DS/ML/AI solutions to various business problems


    • Proficiency in using databases like NoSQL and Hadoop using SQL, Hive, Spark, etc.,


    • Programming experience in Python


    • Good understanding of technology tools especially those related to analytics, data & modelling


    • Ability to communicate complex analysis/models across a diverse team


    • Good written and oral communication skills

    Education / Preferred Experience


    • B.Sc./ M.Sc. or equivalent degree in Statistics, Analytics, Applied Mathematics, Operation Research, or equivalent quantitative fields preferred.


    • Prior Working experience of AI / ML / DS is must