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Data Scientist

4 months ago

Ho Chi Minh City, Vietnam VNG Full time

Enhancing data collection procedures to include information that is relevant for building analytic systems
- Processing, cleansing, and verifying the integrity of data used for analysis
- Extending company’s data with third party sources of information when needed
- Implement new statistical or other mathematical methodologies as needed for specific models or analysis
- Research and develop statistical learning models for data analysis
- Use predictive modeling to increase and optimize customer experiences, revenue generation, ad targeting and other business outcomes.
- Mine and analyze data from company databases to drive optimization and improvement of product development, marketing techniques and business strategies.
- Develop processes and tools to monitor and analyze model performance and data accuracy.
- Work with stakeholders throughout the organization to identify opportunities for leveraging company data to drive business solutions.
- Keep up-to-date with latest technology trends (SOTA)

**Yêu cầu**:

- Solid background in Mathematics and Computer Science.
- Strong knowledge of Machine learning and statistics.
- Experience with deep learning frameworks (Tensorflow, Keras, Pytorch,...)
- Proficiency in using machine learning toolkits on data analyzing and modeling (Sklearn, Pandas,...)
- Great scripting and programming skills
- Great communication skills
- Excellent problem solving skills
- Outside-of-the-box thinker
- Had publications in international journals, conferences
- Master in Computer Science with focus on machine learning is a plus
- Great data intuition