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Data Science Senior Manager
3 months ago
We will deliver our purpose by creating a culture in which diversity is celebrated and inclusion assured, for our colleagues, customers, and partners.
We provide a platform for our people to do their best work and make an impact to the business, and in exchange, we support our people's career ambitions.
We pledge to make Prudential a place where you can Connect, Grow and Succeed.Work with the largest life insurance company in Vietnam as Data Science Manager. Harness the data generated from sales and transactions to 1.4 million existing customers, 1.8 million policies and from activity of hundred thousands of sales agents, develop insights that can be translated into actions that drive business growth at different areas (Agency/Partnership Distribution, Product Development, Operations, Customer service, Fraud detection)
Opportunity to be part of one of the most prestigious insurance businesses globally, to turn big data into actions and to interact with every function to develop an in-depth knowledge of the business.
- _/ Phạm vi công việc_
- Support Team Leader and Analytics Business Partner Lead in collaborating with business stakeholders to understand business challenges and propose data analytics/ data science solutions
- Mine and analyze largescale data sources (both structured and unstructured) to uncover insights, issues and opportunities and recommend solutions
- Build, validate, test and deploy machine learning models
- Participate in the improvement of database management, data logics/ rules/ dictionary documentation, reporting and extraction workflow process through streamlining and automation.
- Coordinate with 3rd party analytics or regional Centre of Excellence experts to learn and replicate best practice in Vietnam
- Provide technical sharing/training to team members
- Other projects/ tasks assigned by direct managers
Job Accountability
- Successfully deliver data analytics projects using advanced techniques/ modelling (e
g:
Cross-sell Improvement, Customer Churn Management, etc.) under the supervision of Team leader and Analytics Business Partner Lead
- Play a part in discovering/ leveraging new/ underleveraged/ external sources of data, centralizing database, aligning data processing rules, simplifying process/reporting system
Job Requirements
- Qualifications
- Degree in Mathematics/ Statistics/ Computer Science or related Quantitative discipline, preferably a Master
Experience
- Min 23 years of handson experience in statistical modelling/ machine learning
Knowledge and skill
- Knowledge of statistical and predictive modeling concepts, machine learning approaches, clustering and classification techniques/ recommendation and optimization algorithms is required
- Ability to interpret data and translate them into actionable insights, communicate them to mass audience
- Being proficient in SQL, R and/or Python
- SAS knowledge is a plus
- Critical thinking
- Curiosity mindset & Cando attitude
- Selfmotivated, independent learner, and willing to share knowledge with team members
- Decent communication skill
- AI/ML Knowledge is needed