【Job Description】
• Perform feature engineering, building and optimizing classifiers using machine learning techniques.
• Data mining using state-of-the-art methods.
• Design and implement software systems and tools for internal process automation based on data mining and machine learning techniques.
• Design, implement, and operate data analytics platforms for business intelligence analysis.
• Provide data insights and develop data intelligence solutions/reports for business decisions.
• Work with other teams to assist with data-related technical issues and support their data infrastructure needs.
• Evaluate and identify the use of new or existing software products and technologies.
• Perform other duties as necessary.

【MUST TO HAVE】
• Good experience with statistics skills, such as regression and classification.
• Familiar with machine learning algorithms and techniques, such as k-NN, Naive Bayes, and SVM.
• Familiar with deep learning algorithms and techniques, such as CNN, RNN, and LSTM.
• Experience in reinforcement learning, time series, and generative models.
• Good experience with data science toolkits, such as R, Python, Scikit-learn, Keras, and TensorFlow.
• Good knowledge of SQL databases and database query languages.
• Good experience with data cleaning, visualization, and reporting.

【NICE TO HAVE】
• Good skills in scripting and programming will be appreciated.
• Experience with processing large, multi-dimensional datasets is a plus.
• Experience with NoSQL is a plus.