05 Aug
|
DBS Bank
|
Mumbai
Senior Associate, Data Analytics, Transformation & Data
Experience: 3 to 7 years
Location: Regional Office Mumbai
Skills: Data Science, Analytics, Consumer Banking, Ecommerce, Retail, Telecoms, DS, ML, AI, Teradata, NoSQL, Hadoop, SQL, Hive, PySpark, Python, R, TensorFlow, data engineering, data pipelines, A/B testing, machine learning
Business Function
Here at the DBS Transformation Group, we focus on nurturing the culture of the “World’s Best Bank” (Euromoney 2018, 2019 and 2020). Our approach is a combination of both science and art. We immerse our stakeholders in the world of design thinking and experimentation, drive rigorous creativity along our innovation pipeline, and build connections between corporate entrepreneurs and start-ups. We are a cross-disciplinary team focused on the invention of solutions that will radically improve the way people live, work and play. We are passionate and committed to making banking joyful (while having lots of fun)!
Job Purpose
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 actionables to help achieve portfolio targets
Support Stakeholders in Business Reviews
Support key business initiatives for data driven decisioning
Job Duties & Responsibilities
Structure, define and execute data analysis to uncover insights and inform decision making for digital bank
Engage with business and product teams on the problem formulation and create solution framework
Collaborate with regional & local counterparts to define and align performance metrics
Support ad-hoc data requests for management meetings
Formulate requirements and work with data engineering and technology team to develop and validate automated data pipelines for business performance dashboards
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
Understand the Product Journeys and help business to improve the customer experience
Requirements
Non-technical Experience
Should have full understanding of at least one Banking Product
Strong academic background
Should be self -motivated, adaptable, focused & well organized
Should possess a creative bent of mind and should be a strategic thinker
Technical Experience
3-7 years of experience in Data Science/Analytics (Consumer Banking, Ecommerce, Retail, Telecoms) with demonstrated track of generating value through data driven 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, PySpark, etc.
Programming experience in Python, R, PySpark, TensorFlow or other machine learning oriented programming languages/platforms
Valuable 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 Analytics is must
Job: Analytics
Schedule: Regular
Employee Status: Full time
📌 Senior Associate, Data Analytics, Transformation & Data (Mumbai)
🏢 DBS Bank
📍 Mumbai