05 Aug
|
DBS Bank
|
Mumbai
Associate, Specialist Data Scientist, Transformation and Data
Experience: 3 to 12 years
Location: Mumbai
Skills: Machine Learning, AI, Statistical Learning Models, Spark, Sklearn, TensorFlow, Python, R, Teradata, NoSQL, Hadoop, SQL, Hive, SAS, Data Analysis, Predictive Modelling, A/B Testing
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
• 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.
• Positive 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
Prior Working experience of AI / ML / DS is must B.Sc./ M.Sc. or equivalent degree in Statistics, Analytics, Applied Mathematics, Operation Research, or equivalent quantitative fields preferred.
Location: Mumbai
Job: Analytics
Schedule: Regular
Employee Status: Full time
📌 Associate, Specialist Data Scientist, Transformation and Data (Mumbai)
🏢 DBS Bank
📍 Mumbai