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Specialist, Analytics (Business Analytics)

3.00 to 12.00 Years   Mumbai City   20 Feb, 2023
DBS Asia Hub 2
Job LocationMumbai City
EducationNot Mentioned
SalaryNot Disclosed
IndustryBanking / Financial Services
Functional AreaGeneral / Other Software
EmploymentTypeFull-time

Job Description

    *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
    • Develop statistical learning models by using AI / ML Techniques
    • Identifying the Opportunities for Business growth
    • Support business in meeting the Budgets through Analytical Insights
    • Communicate results and ideas to key decision makers
    Key Accountabilities
    • Regular Portfolio Health Check-ups through Business Insights
    • Identifying areas of growth and areas of sluggishness within portfolio
    • Drive insight led actionables to help achieve portfolio targets
    • 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 on the problem formulation 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 and adaptable.
    • Should possess a creative bent of mind and should be a strategic thinker.
    • Should be focused and well organized
    Technical Experience
    • 3-12 years of experience in Data Science/Analytics (consumer 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 Teradata, NoSQL and Hadoop using SQL,
    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.
    ,

Keyskills :
big datadata sciencepersonal loansdata collectionbusiness growthmachine learningconsumer bankingmodel developmentbusiness insightsadvanced analytics

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