Rebecca G.
Senior Manager, Data Science @Cox Automotive Inc.
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WORK HISTORY
Senior Manager, Data Science @Cox Automotive Inc.
Irvine, CA, US
Lead a team of data scientists to use big data to predict car values and derive automotive market insights • Manage vehicle valuation and optimization projects in the US, Brazil, and Europe• Work cross functionally to establish a data science process for product development in order to understand requirements and opportunities to implement data science to improve existing features and innovate towards future features• Collaborate with data engineers, Int’l business dev, product, and local vehicle valuation teams to implement needed data pipelines for data science related features and streamline vehicle value forecast production process• Research and communicate with leadership new machine learning and program language that can be applied in the KBB, Manheim, and AutoTrader vehicle valuation space
EDUCATION
California Polytechnic State University-San Luis Obispo
B.S., Statistics
University of California, Riverside
M.S. and Ph.D., Applied Statistics
ABOUT REBECCA G.
Data science leader with a strong mix of Gen AI, data/analytical skills, automotive industry insights, and leadership expertise. Leading the production of Cox International vehicle pricing and domestic optimization related products by leveraging big data and predictive modeling. International study and work experience in two continents. Strong communication skills and ability to work with cross-functional and global teams.Specialties: big data analytics, data mining, mixed models, time series, optimization, econometric modeling, randomization, sampling theory, nonparametric methods, logistic regression, cluster analysis, design and analysis of experiments (DOE), and survival analysis.Education: Ph.D. in Applied Statistics.
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