About the role

Aplyr's Quick Take

This role is for a Data Science Analyst focused on customer analytics at Gap Inc. You'll be developing software and algorithms to analyze large datasets, build and maintain machine learning models, and communicate insights to stakeholders. It's primarily an individual contributor role with a strong emphasis on technical skills and collaboration.

Good fit

Ideal candidates have a solid background in data science, with advanced skills in R, Python, and SQL, and experience in machine learning techniques. You should be detail-oriented, able to work independently, and comfortable collaborating with various teams.

Worth noting

The role requires advanced technical proficiency and offers the chance to work on impactful analytics projects. However, the spec is vague on specific day-to-day responsibilities and project management expectations.

About the Role

The Customer Analytics Team at Gap Inc. applies data analysis and machine learning techniques to drive business benefits for Gap Inc. and its brands. The team’s focus is on creating analytical capabilities to support customer acquisition and retention, personalization and marketing at Gap Inc. Areas of expertise include segmentation, targeting, forecasting, marketing effectiveness measurement and optimizations, customer behaviors, site analytics and business growth initiatives. You will support the team to build and deploy Data and Analytics capabilities, in partnership with GapTech, PDM, Central Marketing & business partners across our brands.

What You'll Do

Develop software programs, algorithms and automated processes that cleanse, integrate and evaluate large data sets from multiple disparate sources
Manipulate large amounts of data across a diverse set of subject areas, collaborating with other data scientists and data engineers to prepare data pipelines for various modeling protocols
Build, validate, and maintain AI (Machine Learning (ML) /Deep learning) models, diagnose and optimize performance and develop statistical models and analysis for ad hoc business focused analysis
Communicate meaningful, actionable insights from large data and metadata sources to stakeholders
Develop communication skills to exchange complex information
Manage projects and program execution within area of specialty and ensures quality of work

Who You Are

Advanced proficiency in R, Python, Spark, Hive (or other MR), and common scripting languages for E2E pipeline
Advanced proficiency using SQL for efficient manipulation of large datasets in on prem and cloud distributed computing environments, such as Azure environments
Experience with ML and classical predictive techniques such as logistic regression, decision trees, nonlinear regressions, ANN/CNN, boosted trees, SVM, Tensorflow, visualization packages, and a track record for creating business impact with these methods
Ability to work both at a detailed level as well as to summarize findings and extrapolate knowledge to make strong recommendations for change
Ability to collaborate with cross functional teams and influence product and analytics roadmap, with a demonstrated proficiency in relationship building

Skills & Tags

data

Aplyr's read

Gap Inc. is a leading global retailer known for its diverse brand portfolio, attracting individuals passionate about fashion and retail innovation.
Synthesized from recent postings & public sources

What's promising

•Gap Inc. offers diverse career opportunities across its well-known brands like Gap, Banana Republic, and Old Navy.
•The company is investing in data and digital transformation, hiring roles like Sr Manager - Data Engineer.
•Gap Inc. has a strong presence in major retail locations, providing stability and growth opportunities.

What to watch

•The retail sector faces challenges from e-commerce competitors, impacting traditional brick-and-mortar sales.
•Frequent hiring for seasonal roles may indicate high turnover or reliance on temporary staff.
•Economic downturns can significantly affect consumer spending on non-essential items like fashion.

Why Gap Inc.

•Gap Inc. operates multiple distinct brands, catering to a wide range of consumer demographics.
•The company emphasizes sustainability and ethical sourcing in its supply chain initiatives.
•Gap Inc. has a notable commitment to diversity and inclusion within its workforce.

Aplyr’s read is generated by AI from public sources. Was it useful?

About Gap Inc.

Gap Inc.

gapinc.com

View company

Gap Inc. is a global retailer offering clothing, accessories, and personal care products under various brands including Gap, Banana Republic, Old Navy, and Athleta.