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Job Location | Mumbai City |
Education | Not Mentioned |
Salary | Not Disclosed |
Industry | Banking / Financial Services |
Functional Area | Statistics / Analytics |
EmploymentType | Full-time |
Dear CandidateGreetings from DBS Bank!!We have exciting career opportunity as Data Scientist Role - Mumbai locationTechnology 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 Banks operational processes and inspire to delight our business partners through our multiple banking delivery channels.Job PurposeTo support the data driven decision making for DBS products, processes, and business through the creation of data dashboards, infographics, models per business requirement.Key AccountabilitiesDevelop statistical learning models by using AI / ML TechniquesIdentify insights (opportunities) for business growth and communicate results and ideas to key decision makersRegular portfolio health check-ups through Business Insights and identifying areas of growth and areas of sluggishness within portfolioDrive insight led actionable to help achieve portfolio targetsSupport business in meeting the Budgets through Analytical Insights; support stakeholders in Business ReviewsJob Duties & responsibilitiesInvolve 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 moreEngage with business and product teams to formulate problems and create solution frameworkEnd-to-End execution from data collection, analysis, feature engineering, model development, implementation (including testing) and monitoringDesign A/B test experiments to test the model effectiveness and analyze to identify the target segmentsDrive the testing and deployment of the machine learning products into productionExcellent pattern recognition and predictive modelling skillsUnderstand the Product Journeys and help business to improve the customer experienceNon-technical ExperienceStrong academic backgroundShould be self-motivated, adaptable, focused and well organizedShould possess a creative bent of mind and should be a strategic thinkerTechnical Experience3-9 years of experience in Data Science/Analytics (consumer banking, ecommerce, retail, telecoms, technology) with demonstrated track of generating value through DS/ML/AI solutionsShould have full understanding of applications of DS/ML/AI solutions to various business problemsProficiency in using databases like Teradata, NoSQL and Hadoop using SQL, Hive, Spark, etc.,Programming experience in Python, R, Spark, SAS, TensorFlow or other machine learning oriented programming languages/platformsGood understanding of technology tools especially those related to analytics, data & modellingAbility to communicate complex analysis/models across a diverse teamGood written and oral communication skillsEducation / Preferred ExperienceB.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 mustIf Interested please share updated resume on Manishagupta@dbs.comRegards,Manisha GuptaHR Talent AcquisitonDBS Bank India Ltd
Keyskills :
machine learningcredit underwritingdata analysissqlpythonbig datacustomer experiencepattern recognitionbusiness insightssource system analysisdata collectionmodel developmentworking experienceadvanced analyticsapplied mathematicsanalytics