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Senior Associate, Specialist, Data Scientist, Transformation and Data

DBS Bank · Mumbai, Índia · Onsite

  • Professional
  • Escritório em Mumbai
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Job Duties & responsibilities

  • Structure, define and execute data analysis to uncover insights and inform decision making for digital bank
  • Engage with business and product teams on the problem formulation and create solution framework
  • Collaborate with regional & local counterparts to define and align performance metrics
  • Support ad-hoc data requests for management meetings
  • Formulate requirements and work with data engineering and technology team to develop and validate automated data pipelines for business performance dashboards
  • 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
  • Understand the Product Journeys and help business to improve the customer experience

Non Technical Experience:

  • Should have full understanding of at least one Lending Product
  • Strong academic background
  • Should be self -motivated, adaptable, focused & well organized
  • Should possess a creative bent of mind and should be a strategic thinker

Technical Experience:

  • 3-10 years of experience in Data Science/Analytics (Consumer Banking, Ecommerce, Retail, Telecoms) with demonstrated track of generating value through data driven 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, Hive, Spark, etc.
  • Programming experience in Python, R, Spark, SAS, TensorFlow or other machine learning oriented programming languages/platforms
  • 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 / Experience:

  • B.Sc./ M.Sc. or equivalent degree in Statistics, Analytics, Applied Mathematics, Operation Research, or equivalent quantitative fields preferred.
  • Prior Working experience of Analytics is must