Job Description
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 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
Skills/ Qualifications:
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,
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.
Other Details
About Company
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