Data Scientist

2 weeks ago

Mumbai, India DBS Bank Full time

**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:

- **
- 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 target
- 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

**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.
- 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

**Job**: Analytics

**Schedule**: Regular

**Employee Status**:
Full-time
**Job Posting**: May 9, 2023, 12:52:32 AM

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