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Data Science Officer
PTTEP Services Limited
Key Accountabilities
- Interact with the initiative leader and team to understand all data requirements, and translates into data structures and data model requirements to IT function
- Assess the effectiveness and accuracy of new data sources and data gathering techniques
- Define criteria for monitoring integrity of data modelling during projects
- Drive data modelling and testing during projects
- Carry out quality assurance of analytics tools & methods used in projects
- Apply strong expertise in machine-learning, data mining, and information retrieval to design, prototype, and build the next-generation analytics
- Develop best practices for analytics including models, standards, tools
- Develop company A/B testing framework and test model quality
- Track impact of analytics on business
- Work with IT function and project leader providing technical guidance related to data architecture, data models, and meta data management
Professional Knowledge & Experiences
- Bachelor’s Degree in computer science, statistics, or operations research or related technical discipline
- 5-10+ years’ experience in statistical and/or data science role
- Strong problem solving skills with an emphasis on product development
- Experience using analytical tools and languages such as Python, R, Matlab, PowerBI, Spotfire, or SQL-like languages
- A drive to learn
- Experience working with large data sets, simulation/optimization and distributed computing tools
- Knowledge of industry and ability to translate business needs into data