Data Scientist
Quicken Loans · Detroit, Michigan, US
As the Data Scientist, you'll be responsible for performing exploratory data analysis, feature engineering and predictive modeling to provide actionable insi...
Job description
As the Data Scientist, you'll be responsible for performing exploratory data analysis, feature engineering and predictive modeling to provide actionable insights and strategic direction for business leaders. The Data Scientist delves into the recesses of large data sets of structured, semi-structured and unstructured data to discover hidden knowledge about our business and to develop methods to leverage that knowledge within our line of business. About the role: Analyze, manipulate and process large sets of data Develop predictive/machine learning models from large sets of structured and unstructured data Identify methods that allow continuous and automated statistical testing to enhance the predictability of deployed models Apply feature selection algorithms to models predicting outcomes of interest Apply sampling techniques to determine groups to be surveyed Compare models using statistical performance metrics, such as loss functions or proportion of explained variance Create graphs, charts or other visualizations to convey the results of data analysis Deliver oral or written presentations of the results of mathematical modeling and data analysis to stakeholders Identify business...