Jeff McLellan
Senior Director - Predictive Modeling at Carvana
- Role
- Senior Director - Predictive Modeling at Carvana
- Location
- Tempe, AZ, US
- LinkedIn followers
- 500 followers
About Jeff McLellan
Hands on data science leader with experience in building teams to utilize sophisticated statistical machine learning, econometric techniques and experimentation to rapidly drive business impact across organizations. Areas of application include inventory demand prediction, outbound campaign optimization with true net lift modeling, real-time credit scoring and fraud prediction. Areas of Focus: Thompson Sampling/Bayesian Bandits, Machine Learning, Predictive Modeling, Data Mining, Feature Engineering, Marketing Study Design, Segmentation, Forecasting, Revenue Management and Optimization, Econometric AnalysisKey Applications: Inventory demand prediction, credit scoring, fraud scoring, true net lift modeling, offer personalization, offer optimization, targeted churn prevention, customer lifecycle modeling, call-center offer optimization, e-mail offer optimization, cross-sell modeling, up-sell modeling, financial forecasting.Languages- Fluent: Python, SAS, HiveQL, SQL- Working: MATLAB, RData Platforms: Hadoop, Teradata, SQL Server, MySQL
Experience
Senior Director - Predictive Modeling
Jan 2023 — Present · Phoenix, AZ, US
Education
W. P. Carey School of Business – Arizona State University
Ph.D. (coursework only), Economics
2004 — 2006
Arizona State University
B.S., Economics
1998 — 2002
W. P. Carey School of Business – Arizona State University
M.S., Economics
2002 — 2004
Skills
- Predictive Modeling
- E-Commerce
- Sas
- Web Analytics
- Cognos
- Econometrics
- Sas Programming
- Data Analysis
- Segmentation
- Data Mining
- Business Intelligence
- Operations Research
- Statistical Modeling
- Time Series Analysis
- Analytics
- Experimental Design
- Database Marketing
- Analysis
- Predictive Analytics
- Forecasting
- Revenue Analysis
- Competitive Analysis
- R
- Sql
- Economics
- Statistics
- Market Analysis
- Business Analytics
- Data Warehousing
- Pricing Strategy
- Revenue Management
- Data Modeling
- Etl
- Teradata
- Financial Modeling
- Data Management
- Access
Find verified contacts for anyone on LinkedIn
Unifers gives sales teams verified emails and direct dials, enriched profiles, and outreach that lands in the inbox.
Free plan included · No credit card required
This profile is compiled from publicly available professional sources. Unifers is not affiliated with or endorsed by LinkedIn. Request removal of this profile.