Minimum Requirementsbr Masters Degree in Computer Science, Information Management and Systems, or related field and 3 years of experience in the job offered or in a data scienceresearchrelated occupation. Must be available to work projects at various, unanticipated sites throughout the United States. May telecommute.br br Special Requirementsbr Position request some experience or 1 semester of graduate coursework in each of the following skillsbr 1. Manage complex data processing pipelines and code using programming language Pythonbr 2. Utilize cloudbased machine learning tools to train and productionize modelsbr 3. Prepare large datasets of modeling using SQLbr 4. Advanced knowledge of deep learning frameworks such as TensorFlow, Keras, PyTorch to implement neural network models.br 5. Utilize weak supervision techniques to develop labels for unlabeled datasetsbr 6. Transfer learning techniques such as finetuning and Neural network models pretrained on one domain to model another domainbr 7. Classify images using convolutional neural netsbr 8. Experience in natural language processing tools and techniques including the following preprocessing using pretrained embeddings, word and sentence vectorizations, and representation and modeling approaches such as LSTMs, Support Vector Machines, and Nave Bayes.br 9. Perform dimensionality reduction using PCAbr 10. Applied pertaining language models to databr 11. Prepare large datasets for modeling using HiveSPARK SQL
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