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AVP Decision Analytics

Company: GM Financial
Location: Fort Worth
Posted on: January 15, 2022

Job Description:

OverviewThe AVP Decision Analytics plays a key role in enhancing origination strategies and portfolio servicing strategies through the development of data driven business solutions. This position focuses on improving loan acquisition, credit risk and account management strategies through the collection, analysis, interpretation and presentation of origination and portfolio data. The AVP Decision Analytics applies advanced quantitative and analytical skills to improve decisions and processes through data analysis, model development and strategy testing.ResponsibilitiesJOB DUTIESThe AVP Decision Analytics leads a team of Statisticians and is responsible for developing statistical models, performing statistical analysis and developing predictive models for loan acquisition and loan servicing purposes; monitoring and validating model performance and updating models as needed; developing and maintaining various databases, technical models and reports required to support research, data gathering and analytic responsibilities; conducting ad hoc research projects incorporating project design, data collection and analysis; summarizing findings and presenting results; developing recommendations for operational policies and procedures; gathering and analyzing data to determine impact to business operationsAs a manager of Statisticians, maintain a full staff of highly motivated individuals that are adept at statistical analysis; actively participate in activities that lead to obtaining and retaining qualified team members; lead staff in achieving goals in the areas of software proficiency, data proficiency, data accuracy, data presentation, reporting, analysis, project execution and results presentation; and guide subordinates in developing appropriate analytical methodologies and processes for conducting data-driven analyzes and ensure that they choose appropriate techniques balancing timeliness, data availability and importance of project to the businessThe AVP will partner with and provide recommendations to business leadership on the appropriate application of statistical analysis and predictive analytics to business strategies and effectively communicate credit risk analysis results to senior leadershipPerform other duties as assignedConform with all company policies and proceduresQualificationsKnowledgeKnowledge of quantitative, analytical and data science techniquesAdvanced knowledge principles, standards, practices and techniques of applied statistical methodologiesUnderstanding statistical experimental designAdvanced knowledge of SAS, Excel, Word and PowerPointWorking knowledge of R or PythonKnowledge of business issues and map these issues into quantitative questionsSolid understanding of credit bureaus and the structure of their credit filesKnowledge of the laws that cover the usage of statistical models under the Equal Credit Opportunity ActSkillsDemonstrated quantitative skills and ability to apply complex statistical principlesProactive and detail orientedAbility to identify emerging business issues and place them into quantitative questionsAbility to interact collaboratively with internal customers, team members and external vendorsCapable of managing multiple and varied projectsAbility to work with minimal supervisionWritten and verbal presentation skills with an ability to communicate well with managementAdvanced process and model documentation skillsAbility to identify and understand business issues and map these issues into quantitative questionsEducationBachelor's Degree requiredMaster's Degree in Statistics, Applied Mathematics, Econometrics, Operations Research or similar quantitative field requiredExperience5-7 years statistical/scorecard modeling required1+ years of experience managing and leading a group of statisticians and analysts preferredWorking ConditionsHybrid: ability to work from home part of the work week#LI-WB1Job SummaryRequisition ID: 2021-39670Employee Type: Full Time-RegularCategory: Risk

Keywords: GM Financial, Fort Worth , AVP Decision Analytics, Other , Fort Worth, Texas

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