Job Location: India
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
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
3-9 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
Other Locations: India
Job: Analytics
Schedule: Regular
Employee Status:
Full-time
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Job Posting: Feb 23, 2022, 6:36:40 AM
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