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Boot Barn · 6 hours ago

Senior Data Scientist

Irvine, CA

Full-time

Onsite

Senior Level

Boot Barn is where community comes first, thriving on collaboration and belonging. The Senior Data Scientist will play a critical role in building the foundation of Boot Barn’s AI and Data Science division, focusing on developing advanced machine learning and generative AI solutions to support cross-departmental products.

FashionLifestyleRetailWeb Design

H1B Sponsor Likely

Responsibilities

Design, build, and deploy predictive and generative AI models to address high-impact applications such as personalization, forecasting, marketing automation, and conversational agents

Conduct exploratory data analysis, statistical modeling, causal inference, and A/B experimentation to uncover insights and validate model performance

Develop high-quality, modular Python code for model training and experimentation using libraries and frameworks such as pandas, numpy, scikit-learn, PyTorch, TensorFlow

Collaborate with AI/ML Engineers to productionize models through containerization, orchestration, and CI/CD pipelines

Collaborate with Data and AI/ML Engineers to establish RAG pipelines, vector databases, and agentic frameworks

Prototype and deploy generative AI applications such as content generation agents, knowledge assistants, and multimodal interfaces

Partner cross-functionally with Store Operations, Ecommerce, Marketing, Merchandise, Supply Chain and Real Estate to identify and prioritize high-impact AI opportunities

Contribute to data science best practices, model documentation, and the creation of reusable modeling frameworks

Translate complex model results into clear business insights for technical and non-technical audiences

Demonstrates high level of quality work, attendance and appearance

Demonstrates high degree of professionalism in communication, attitude and teamwork with customers, peers and management

Adhere to all local, federal and state laws in addition to Company policies, procedures, and practices

Performs any other duties that may be assigned by management

Qualification

Machine LearningGenerative AIPythonStatistical ModelingA/B TestingData AnalysisCI/CD PipelinesProfessionalismTeam CollaborationCommunication Skills

Required