Director, Data Science

Gap Inc

Confirmed live yesterday High trust

Quick summary

Work type
On-site
Location
San Francisco, CADallas, TX
Employment
Full-time
Posted
3 days ago
Freshness
Confirmed live yesterday

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Similar $239k
$171k $298k
below market most similar roles pay here above market

This listing doesn't post a salary. Most similar roles pay $205,150–$273,305.

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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 7 open roles on FindRole.

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At a glance

TL;DR · Director, Data Science

The Director, Data Science leads a cross-functional team responsible for building and deploying AI and ML solutions to drive measurable business impact across brands. This role focuses on applying optimization techniques to solve complex retail problems in assortment, inventory, allocation, pricing, and supply chain. You will lead the design and deployment of production-ready models, translating operational constraints into tractable solutions. Key responsibilities include guiding the team in selecting appropriate optimization approaches, establishing rigorous testing methodologies like A/B tests and causal measurement, and fostering a culture of analytical rigor. Required skills include proficiency in Python, SQL, and optimization libraries such as PuLP, OR-Tools, Gurobi, CPLEX, and SciPy. You must also navigate cloud-based platforms like GCP, Databricks, and Snowflake to deliver scalable, maintainable retail solutions.

What you'll do

  • Lead the design, development, and deployment of optimization models for assortment, inventory, pricing, and supply chain.
  • Translate complex operational constraints and business objectives into tractable, production-ready optimization problem statements.
  • Align data science projects with organizational strategies to meet stakeholder needs and deliver measurable commercial impact.
  • Guide the team in applying specific optimization methods like linear programming, mixed-integer programming, and stochastic optimization.
  • Establish best practices for model evaluation, scenario analysis, and rigorous testing methodologies like A/B testing and causal measurement.
  • Coach and develop data scientists on technical skills, communication, and influencing cross-functional stakeholders.
  • Proactively identify business opportunities and risks based on data and industry trends to provide recommended courses of action.
  • Design clear interfaces between model recommendations and human decision workflows to drive business adoption of DS outputs.

What we're looking for

  • 7+ years of experience in Data Science, Analytics, or a closely related quantitative field.
  • At least 2 years of experience in a people leadership role managing a team of Data Scientists or Analysts.
  • Demonstrated expertise in optimization methods and their applied use in retail or consumer goods contexts.
  • Strong proficiency in Python and SQL.
  • Hands-on experience with optimization libraries (e.g., PuLP, OR-Tools, Gurobi, CPLEX, SciPy) and ML frameworks.
  • Familiarity with cloud-based data and compute platforms such as GCP, Databricks, or Snowflake.
  • Proven track record of delivering production-grade DS or optimization solutions in a retail, e-commerce, or supply chain environment.
  • Fluency in causal inference and experimentation, including A/B testing, DiD, and Synthetic Control.

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