Opening For Associate - Data Scietist

DBS Bank
Posted on
DBS Bank logo

Experience
3 - 6 yrs
Job Location
Mumbai, India
Vacancy
1
Designation
Associate Data Scientist
Job Type
Not specified

Job Description

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 actionable 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 Analyse 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, 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.

No Referrers Available

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