① Analysis of massive transaction data

② Extract features from ultra-large-scale data and train machine learning, deep learning, and reinforcement learning models

③ Develop trading strategies based on mature trading systems and optimize algorithmic trading

① Able to use Python for data processing, proficient in Pandas, Numpy, etc.

② Experience in using machine learning toolkits, proficient in feature engineering of data

③ Able to implement strategy and model programming independently according to the paper