Responsibilities:
- Responsible for structured and unstructured data gathering, cleansing, model building.
- Will also support advanced analysis, segmentation, modeling and machine learning
- Providing input on data quality and governance, BI related process and analytics framework
- Can convey all valuable insights with business action recommendations to senior management through effective presentation
Requirements:
- Degree holder in Statistics, Computing, Information System or related disciplines
- Minimum 8 years' hand-on experience in SQL, ETL Programming or other related database programming; Strong data mining, database management and programming skills with business and analytical mind
- Experience using statistical computer languages (R, Python, SQL etc.) to manipulate data and draw insights from large data sets
- Experience working with and creating data architectures
- Knowledge of a variety of machine learning techniques (clustering, decision tree learning, artificial neural networks, etc.) and their real-world advantages/drawbacks
- Knowledge of advanced statistical techniques and concepts (regression, properties of distributions, statistical tests and proper usage, etc.) and experience with applications
- Fluent in Mandarin, English and Cantonese is a must
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