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Senior Manager, Data Science
Location:
Los Angeles, CA
Description:
Job Title: Senior Data Scientist / Senior Manager, Data Science / Director, Data Science Location: Grapevine TX, Southern CA, Possible Remote Key Responsibilities: Assess the impact of proposed credit policy changes using historical data and simulation (before/after impact) analysis. Provide recommendations/alternatives to Sr. Management around proposed policy changes based on impact analysis. Enhance existing credit policy framework/rules by applying statistical analysis techniques including machine learning methods and decision trees/regression/conditional probability analysis on historical data to minimize loss exposure and maximize application conversion/business efficiency. Lead development of key statistical modeling initiatives including, but not limited to, credit/application scorecards, cash flow/loss forecasting models, collateral valuation models, behavior/collection scoring models, etc. Monitor application trends to isolate areas of opportunity/risk associated with existing automated decision policy/logic. Manage changes to credit policy through internal decision engine change control / deployment process including translation of business rules into implementation/specifications. Independently test the accuracy of deployments in QA environment using both unit testing and batch testing methods. Build monitoring/tracking reports which assess the effectiveness of model expectations relative to actual performance. Ability to communicate clearly and liaison/develop strong partnerships with other internal resources to ensure on-time/successful implementation of risk management projects/priorities. Translate complex model development code/estimates/methods into clear specifications/requirements for successful implementation into platform workflow technology (i.e., implementation of models outside of statistical software development tool). Lead predictive value and cost/benefit assessment of new/alternative data sources from credit bureau and other alternative data vendors. Contribute to development/enhancement of corporate enterprise data warehouse (EDW), by analyzing existing variables/measures currently in place as well as developing new variables/measures with significant business insight/value. Ability to efficiently/effectively perform other ad-hoc research/analysis as assigned. Qualifications: Experience in auto or other consumer lending space required. Experience with non-prime/deep subprime auto lending preferred. Minimum 7 to 10 years of working/hands-on experience with statistical model development. Expert level technical experience using at least one statistical software tool (R, Python, SAS, etc.). Expert technical experience with SQL and ability to independently build datasets for advanced analysis and/or modeling exercise. Master’s degree in mathematics, Statistics, Economics/Econometrics, Computer Science, Decision Science, or other related field. Ability to build clear technical model/rule implementation specifications from model development code/process. Highly motivated self-starter with the ability to work independently/remotely. Experience with credit report data and ability to parse and create custom attributes. Strong team player and comfortable interacting with partners across multiple teams and at varying levels of seniority. Excellent written and verbal communication skills across all levels and functions. Employee Benefits : Medical, Dental, and Vision coverage 401(k) plan Paid Time Off (PTO) and paid holidays Flexible Spending Accounts (medical & dependent care) Life Insurance Short-Term and Long-Term Disability Insurance Employee Assistance Program Additional Information : Pre-Employment Checks : Background check including credit report and employment references (must be favorable). Commitment to Diversity : Car Capital is an AA/EEO employer dedicated to equal opportunity and employee diversity. Powered by JazzHR
Company:
Car Capital
Posted:
June 29 on The Resumator
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More About this Listing: Senior Manager, Data Science
Senior Manager, Data Science is a Executive Manager Job at Car Capital located in Los Angeles CA. Find other listings like Senior Manager, Data Science by searching Oodle for Executive Manager Jobs.
Senior Manager, Data Science is a Executive Manager Job at Car Capital located in Los Angeles CA. Find other listings like Senior Manager, Data Science by searching Oodle for Executive Manager Jobs.