Gap Inc
Senior Analyst, Data Science
Dallas-Coppell/Vari · Senior
Sponsorship not specified$169k-$222kDetected 30 days ago
PythonSQLMachine LearningDeep LearningTensorFlowData ScienceData VisualizationStatisticsA/B TestingInventory ManagementResearch
About the role
- Employee pay will vary based on factors such as qualifications, experience, skill level, competencies and work location.
Responsibilities
- Design and implement experimentation and simulation methods with variance-reduction techniques and apply them to analyze stochastic systems (e.g. queues, inventory models) for estimating performance measures and making data-driven decisions
- Design and implement experimentation and simulation methods with variance-reduction techniques and apply them to analyze stochastic systems (e.g. queues, inventory models) for estimating performance measures and making data-driven decisions; and
- Build, validate, deploy, and maintain Data Science and Optimization models pertaining to Pricing Optimization, Inventory Optimization, and Fulfillment Optimization.
- Develop End to End simulation pipelines to accurately and realistically mimic business phenomenon and deploy the simulation to measure model performance.
- Develop data validation and visualization dashboards to lead model validation and adoptions collaborations with functional stakeholders.
Requirements
- Master's degree or foreign degree equivalent in Data Science, Operations Research, Statistics, or related field and three (3) years of experience in Data science or in the job offered or a related role.
Compensation
- Employee pay will vary based on factors such as qualifications, experience, skill level, competencies and work location.
- We will meet minimum wage or minimum of the pay range (whichever is higher) based on city, county and state requirements.
- $169,240 - $222,100
Benefits
- Bayesian Machine Learning Models AND Deep learning models to define various allocation optimization, price optimization or fulfillment optimization policies
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