Staff Data Scientist
October 28
Description
• Build and deploy models that drive sales of sports apparel • Train machine learning models for customer marketing (CRM) purposes • Deploy models into production to run at scale • Use exploratory analysis to understand business problems • Communicate across the company to align business goals with science techniques and report results • Lead data science projects end-to-end • Mentor junior employees in data science techniques and approaches
Requirements
• At least 5 years of experience as a data scientist or machine learning engineer specifically • At least one example of having mentored a junior data scientist or machine learning engineer • The ability to write code in Python, R, or other data science languages • An understanding of marketing science use cases (customer segmentation, lifetime value models, etc.) • Experience with data science modeling techniques such as XGBoost, regressions, hyper-parameter tuning, and feature selection • At least one past instance of having a model run continuously in production (like as an API or an automated batch process) • A history of past positions where complex business goals were converted into data science problems • Experience with using large and complex datasets spanning many tables • Experience with running data science tasks in managed cloud environments (AWS, GCP, Azure)
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