Senior Data Science

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รายละเอียดงาน

• Work with stakeholders throughout the organization to identify opportunities for leveraging company data to drive business solutions.
• Mine and analyze data from company databases to drive optimization and improvement of product development, marketing techniques and business strategies.
• Assess the effectiveness and accuracy of new data sources and data gathering techniques.
• Develop custom data models and algorithms to apply to data sets.
• Use predictive modeling to increase and optimize customer experiences, revenue generation, ad targeting and other business outcomes.
• Develop company A/B testing framework and test model quality.
• Coordinate with different functional teams to implement models and monitor outcomes.

ประสบการณ์

• Solid understanding of statistical analysis and machine learning algorithms
• Experience Cloud Computing is a plus
• Proficiency with Python and basic libraries for machine learning such as Scikit-learn and pandas
• Expertise in visualizing and manipulating big datasets.
• Understanding of data structures, data modeling and software architecture
• Expert in specialized areas such as Machine Learning, Deep Learning, Reinforcement Learning, NLP, Optimization, Probabilistic Inference, Information Retrieval, Recommendation Systems
• Good communication and business skills

การศึกษา

• BSc in in a quantitative field such as mathematics, statistics, engineering or sciences