Data Scientist, Specialist

Vanguard Group   Malvern, PA   Full-time     Information Services / Technology (IT)
Posted on November 9, 2020

Data Scientist, Specialist (The Vanguard Group / Malvern, PA) – Build models using advanced analytic techniques, driving targeting, treatment & segmentation insights. Requires Master’s in Mathematics, Statistics, Economics or another closely related quantitative field & 2 years experience in job offered or similar position(s) in data science; or Ph.D. in same academic fields & no experience. Background in education, training or experience must include experience in data wrangling, including programming skills to access, transform & prepare large-scale data for statistical modeling; skills in the data science tool stack including SQL & Python; experience developing statistical models in frameworks such as sci-kit-learn, Keras, TensorFlow, PyTorch, spaCy, genism & NLTK; experience in understanding & programming statistical & machine learning methods including data imputation, propensity models, regression (logistic, linear), clustering (k-nearest neighbors, hierarchical, topological), decision trees (CHAID, CART), random forests, gradient boosted trees, neural networks, & convolutional neural networks. 

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