Take part in building the anomaly detection system, create and maintain machine learning models for detecting security anomalies on data sets of security events.
Directly report to and work with Blue-team security manager to identify the opportunities how data can improve corporate security capabilities.
Work closely with security researchers to develop specific security use cases by applying data science and advanced data analysis techniques.
Work closely with data engineer members for data preparation.
Yêu cầu
Bachelor or higher in Computer Science or a related field.
Knowledge and skills of data science: including but not limited to statistics analysis, programming with NumPy, pandas, matplotlib, machine learning with statsmodels, scikit-learn, Spark ML, deep learning with TensorFlow or Pytorch.
Experience in building and optimizing machine learning models on large amount of real data, for solving real-life business cases.