Digital ML Scientist: Personalization & Search

Floor & Decor Holdings Inc.; Atlanta (GA); Presencial; USD 120.000 - 180.000; Jornada completa

Ventajas ofrecidas por este puesto de trabajo

401k with company match

Employee Stock Purchase Plan

Paid vacation

Paid holidays

Volunteer Time Off

Medical/Dental/Vision insurance

Descripción de la vacante

Floor & Decor Holdings Inc. is seeking a Data Scientist, Digital ML to develop and deploy ML models for personalized shopping experiences across flooranddecor.com, FND apps, and omnichannel tools.

You will build recommender systems, enhance product search, and use embeddings/LLMs to enrich attributes, while monitoring models in production and collaborating with cross-functional teams.

Formación

• Bachelor's degree in Computer Science, Statistics, Mathematics, Engineering, Economics, or related quantitative field.
• 3+ years of data science or ML experience with at least one model in production.
• Experience building ML for live, customer-facing digital products in e-commerce or similar.
• Strong proficiency in Python and SQL; production-ready code.
• Familiarity with ML lifecycle: training pipelines, deployment, monitoring.
• Experience designing and analyzing A/B tests; interpreting results.
• Proficiency with AI-assisted development tools (e.g., Claude Code, GitHub Copilot, Cursor).

Responsabilidades

• Build and maintain recommendation models across site and app (similar products, complete-the-project, and guided experiences).
• Develop session-based models to infer shopper intent for anonymous visitors.
• Rank content, offers, and modules across home page, category, product pages, and app.
• Contribute to product search improvements (query classification, synonyms, relevance).
• Apply LLMs and embeddings to enrich product attributes for search and filtering.
• Produce digital propensity and intent scores for site, app, and marketing systems.
• Collaborate on shared ML assets and support vendor evaluations with data.
• Bring personalization, search, and recommendations to the PRO app using loyalty data.
• Deploy/monitor models on Databricks; monitor data quality and drift; retrain as needed.
• Document methodologies and limitations; participate in reviews; stay current with industry trends.

Descripción del empleo

Floor & Decor Holdings Inc. is seeking a Data Scientist, Digital ML to develop and deploy ML models for personalized shopping experiences across flooranddecor.com, FND apps, and omnichannel tools.

You will build recommender systems, enhance product search, and use embeddings/LLMs to enrich attributes, while monitoring models in production and collaborating with cross-functional teams.