Applicants must have demonstrated experience withbr Coding skills in Python and SQL. Packages scikitlearn, TensorFlow, Keras, and PyTorch.br Deploying realtime models in AWS SageMaker or TensorFlow Extended TFX;br Recommendation systems, classification models, class imbalance, and model calibration;br Wrangling with data consolidating data from different sources, missing values, outliers, and feature engineering;br Ability to work in a fast paced, testdriven collaborative and iterative programming environment;br Major supervised learning and unsupervised learning algorithms deep learning, tree based models, SVM, Naive Bayes, generalized linear models, PCA, Kmeans variants, tSNE, and UMAP;br Experimental design and statistical inference;br Understanding of RDBMS, SQL and NoSQL alternatives;br Algorithms, Data Structures and Machine Learning fundamentals

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