Senior Analyst, Data Science
At a glance
AI generatedTL;DR
As a Senior Data Scientist on our dynamic team, you will build, validate, and deploy advanced models for Pricing Optimization, Inventory Management, and Fulfillment Strategies. Your day-to-day involves designing sophisticated experimental frameworks using methodologies like synthetic controls and randomized controlled trials to measure causal impacts rigorously. You’ll develop end-to-end simulation pipelines to mimic business phenomena accurately and create data validation and visualization dashboards for model adoption. Collaborating closely with Inventory Management, Product Development, and Strategy teams, you will set up data science roadmaps and ensure analytics recommendations drive actionable decisions. The role requires expertise in Bayesian Machine Learning, Deep Learning, Time Series Modeling, and hands-on experience in areas like Inventory Optimization or Promo & Markdown Optimization. Proficiency in SQL, Python, PowerBI/Tableau, and ML libraries such as Scikit-learn, TensorFlow, and PyTorch is essential for this high-scale, data-driven environment.
Skills
What you'll do
- Build and validate data science models for pricing, inventory, and fulfillment optimization.
- Implement experimental frameworks using advanced statistical techniques to measure causal impacts.
- Develop end-to-end simulation pipelines to mimic business phenomena and assess model performance.
- Create data validation and visualization dashboards for model adoption and collaboration.
- Design and implement variance-reduction techniques in stochastic system analysis for decision-making.
What we're looking for
- Master’s degree in Data Science, Operations Research, Statistics, or related field required.
- At least 3 years of professional experience in data science or a related role.
- Expertise in Bayesian Machine Learning and Deep learning models for optimization policies.
- Proficiency in time series modeling to analyze sales trends and patterns.
- Hands-on experience in Inventory Optimization, Promo & Markdown Optimization, Fulfillment Optimization.
- Skilled in designing experiments using synthetic pairs, controls, and randomized controlled trials.
Employer
About Gap Inc
Gap Inc. is a leading global specialty retailer offering clothing, accessories, and personal care products for men, women, and children
Gap Inc currently has 11 open roles on FindRole.
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