Senior Analyst, Data Science

Gap Inc

Remote Actively hiring Verified listing
Remote, USA · Sf - 2 Folsom, US Posted 10 days ago $169,240$222,100 / year

At a glance

AI generated

TL;DR

As a Senior Data Scientist on our dynamic team, you will build, validate, deploy, and maintain advanced models for Pricing Optimization, Inventory Management, and Fulfillment. Your day-to-day involves designing sophisticated experimental frameworks using methodologies like synthetic controls and randomized controlled experiments 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 roadmaps and drive analytics recommendations. Key skills include 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 role.

Skills

Python TensorFlow PyTorch Scikit-learn SQL PowerBI Tableau Bayesian_Machine_Learning Deep_Learning Time_Series_Modeling Synthetic_Controls Randomized_Controlled_Experiments Difference_In_Differences Regression_Analysis Sensitivity_Analyses Inventory_Optimization Promo_Optimization Markdown_Optimization Fulfillment_Optimization

What you'll do

  • Build and maintain data science models for pricing, inventory, and fulfillment optimization.
  • Implement advanced experimental frameworks to measure causal impacts on performance indicators.
  • Develop end-to-end simulation pipelines to mimic business phenomena and assess model performance.
  • Create data validation and visualization dashboards for model adoption by stakeholders.
  • Collaborate with teams to set up data science roadmaps and track analytics impact.

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 controls, randomized controlled trials, and difference-in-differences analysis.

Market check

Salary context

This $169,240–$222,100 range sits above 81% of similar postings on FindRole.

Peer median band

$100,985$203,940

Median floor and ceiling across peers.

Typical midpoint (25–75%)

$126,800$182,375

Middle half of comparable postings.

Based on 240 comparable postings.

* 240 is the maximum number of comparable postings sampled.

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 10 open roles on FindRole.

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