Data Scientist, Specialist
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.
We are an Equal Employment Opportunity (EEO) employer and does not discriminate on the basis of race, color, national origin, religion, gender, age, veteran status, political affiliation, sexual orientation, marital status or disability (in compliance with the Americans with Disabilities Act) with respect to employment opportunities.