Bachelors degree or equivalent in Mathematics, Statistics, Data Science, Computer Science, or a related field and 4 years of data science and data algorithm experience. In the alternative, employer will accept a Masters degree or equivalent in Mathematics, Statistics, Data Science, Computer Science, or a related field and 1 year of data science and data algorithm experience. Prior experience must include Data processing in a Data warehouse environment; Python, NumPy, Pandas, Scikitlearn, and Matplotlib; SQL; Python deep learning in Tensorflow or PyTorch; Developing statistical models, including regression, PCA, and timeseries; Exploratory data analysis EDA and data visualization; Developing machine learning models, including classification and clustering; Developing deep neural network model for natural language processing NLP, including Name Entity Recognition NER, RNN, LSTM, BERT and embedding; Developing deep learning model for image classification and text extraction; Developing model for recommendation with unsupervised or supervised learning; and Feature engineering, hyperparameter tuning, and model training.br br Employer will accept any suitable combination of education, training or experience.br br Continued from J.12. Zhiling Liu earned a Master of Science degree in Computational Science from University of California, San Diego 2018, which is a related field to Mathematics, Statistics, Data Science, and Computer Science.

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