DBS Bank | Hiring | Data Scientist | BigDataKB.com | 1/11/2022

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DBS Bank

Maharashtra

Banks & Building Society

Position Title: Data Scientist

Department: Transformation Team

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 actionable 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

  • 5-9 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, 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 / 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

Primary Location: India-Maharashtra-Mumbai


Job
: Analytics


Schedule
: Regular


Employee Status
:

Full-time


:


Job Posting
: Dec 21, 2021, 5:13:08 AM

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