Data Scientist
1 week ago
**BAT is evolving at pace - truly like no other organisation.**
To achieve the ambition, we have set for ourselves, we are looking for colleagues who are ready to live our ethos every day. Come be a part of this journey
**BAT Malaysia Is Looking for a Data Scientist**
SENIORITY LEVEL: Management Role
FUNCTION: IDT Service Management
SALARY RANGE: (To Be Discussed) + excellent benefits + market leading bonus
LOCATION: Kuala Lumpur, Malaysia
**ROLE POSITIONING AND OBJECTIVES**
- Perform statistical experiments and test real world hypothesizes using the cadenced statistical approaches and constructs.
- Identify data distributions and model real world scenarios into statistical equations and models.
- Machine learning project constructs such as data acquisition, Exploratory Data Analysis (EDA), Feature Engineering, selection, predictive power testing, train test splitting, model training and validation, stability analysis, hyper parameter tuning, compression (pickling and parquet) etc.
- Standalone Classical ML methodologies (clustering, various types of regression, tree based - random forests, decision trees, PCA etc.), advanced classical methods (bagging, boosting, stacking and other ensemble learning methods), deep learning (Classic Neural networks, CNN, RNN, GANs etc.)
- Proficiency in Python.
**WHAT YOU WILL BE ACCOUNTABLE FOR**
- Implement data marts and warehouses with data modelling into constructs like snowflake and star schema, dimension cubes, etc.
- Perform at-source or at-target data transformation through ETL and ELT.
- Proven hands-on experience on enterprise visualization tools such as PowerBI, Tableau, Dash etc.
- Implement visualization best practices such as pragmatic visual selection, context building, glow signing etc. to achieve effective storyboarding.
- Identify KPIs and dimensional visualization of these key performance indicators.
- Proficiency in Python
**ESSENTIAL EXPERIENCE, SKILLS AND KNOWLEDGE**
- End to end understanding of an analytics or visualization solution - data acquisition, data modelling, analytical modelling, and visualization
- Stakeholder management and effective communication skills
**BENEFICIAL**
- Delivering in ambiguous & dynamic situations as a part of a global multi-functional team by building partnerships & working diplomatically
- Drives innovation & knowledge sharing
**WE ARE BAT**
At BAT we are committed to our Purpose of creating A Better Tomorrow. This is what drives our people and our passion for innovation. See what is possible for you at BAT.
- Global Top Employer with 53,000 BAT people across more than 180 markets
- Brands sold in over 200 markets, made in 44 factories in 42 countries
- Newly established Tech Hubs building world-class capabilities for innovation in 4 strategic locations
- Diversity leader in the Financial Times and International Women’s Day Best Practice winner
- Seal Award winner - one of 50 most sustainable companies
**BELONGING, ACHIEVING, TOGETHER**
Collaboration, diversity, and teamwork underpin everything we do here at BAT. We know that collaborating with colleagues from different backgrounds is what makes us stronger and best prepared to meet our business goals. Come bring your difference
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