Senior Data Scientist
1 month ago
Our company bridges the gaps we see in the world, bringing quality fashion to everyone at every price point. We have four iconic brands: Old Navy, Gap, Banana Republic, and Athleta. Our team is made up of thousands of people across the globe who take risks, think big, and do good for our customers, communities, and the planet.
About the RoleThis role sits in our beautiful San Francisco hub office. As a Senior Data Scientist for the Customer Data Science team at Gap Inc, you will be part of a highly visible team bringing direct impact to senior leaders across our four iconic brands. You will play a pivotal role in leveraging advanced analytics and machine learning to drive growth, optimize customer experience, and enhance operational excellence across Gap Inc brands.
Key Responsibilities- Create a comprehensive Causal ML framework to measure impact.
- Develop approaches to measure cross-price elasticity, SKU demand transference, cannibalization, and other causal treatment outcomes.
- Apply modern machine learning algorithms, including deep learning, ensemble methods, and LLMs, to analyze large-scale datasets containing customer interactions with product and platform attributes.
- Guide audience targeting strategy across CRM, digital, App through customer lifecycle propensity modeling to acquire and retain.
- MS/PhD in mathematics, statistics, data science, econometrics, operations research, or similar.
- Expert level experience as a data scientist in predictive solution development and revenue impact measurement.
- Established experience working with customer level behavioral data, preferably with a multi-channel retailer.
- Advanced proficiency using SQL for efficient manipulation of large datasets, Azure Databricks.
- Demonstrated ability to research, evaluate, and apply appropriate methodologies over a broad array of business interests, overseeing causal inference, causal impact, synthetic control, and diff-of-diff.
- Python experience directed towards statistical modeling, machine learning algorithms (regression and boosting trees, SVM, and similarity methods, time series) and a track record for creating business impact with these methods, preferably in service of acquisition and retention goals.
- Critical thinking, agile mindset, strong written and verbal communication skills exercised across all levels of business hierarchy, with a demonstrated appetite for relationship building.
- Passion for retail, fashion, and consumer behavior, with a deep understanding of the digital commerce ecosystem and industry trends.
- Merchandise discount for our brands: 50% off regular-priced merchandise at Old Navy, Gap, Banana Republic, and Athleta, and 30% off at Outlet for all employees.
- One of the most competitive Paid Time Off plans in the industry.
- Employees can take up to five "on the clock" hours each month to volunteer at a charity of their choice.
- Extensive 401(k) plan with company matching for contributions up to four percent of an employee's base pay.
- Employee stock purchase plan.
- Medical, dental, vision, and life insurance.
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