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Senior Data Management Manager / Data Management Manager (Data Scientist)
Bank Of China (Hong Kong) Limited
November 10, 2020
Design and deliver data science solution for a given use case or business problem statement
Develop algorithms and statistical predictive models to identify business challenges and opportunities, and support developing business strategies
Analyze structured and unstructured data, visualize findings, discover insights and propose new business models
Collaborate with business users and IT to ideate and introduce new data science innovations into business areas such as UX / UI, marketing and risk management
Degree or above in Mathematics, Statistics, Information Technology or relevant disciplines
5+ years' experience relating to data analytics, with at least 3 years in modern analysis methods and machine learning kits such as but not limited to Random Forest, Markov Chain analysis, Gradient boosting, Pathway analysis, Collaborative Filtering, Neural Networks, Self-organizing Maps.
Proficiency in Python, R, or similar analytically oriented programming languages
Knowledge of open source packages such as Tensorflow
Experience with data visualization tools such as Tableau
Banking, Financial Services or FinTech industry experience preferred
Strong analytical mindset and problem solving skills
Excellent communication and presentation skills with good command of English and Chinese in both spoken and written, including Putonghua