16 Aug
|
DBS Bank India
|
Mumbai
16 Aug
DBS Bank India
Mumbai
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 & requirements
• Regular Portfolio Health Check-ups through Business Insights
• Identifying areas of growth and areas of sluggishness within portfolio
• Drive insight led actionables 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 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
Rxequired Experience
Non-technical Experience
• Robust 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 (consume
📌 Associate, Specialist Data Scientist, Transformation and Data (Mumbai)
🏢 DBS Bank India
📍 Mumbai