Home Depot
Sr Data Scientist- Assortment and Space Planning (Core ML)
STORE SUPPORT CENTER, ATLANTA - 9090 · 1mo ago
Not specified5+ YOE
Quick summary
AI parsed- Experience
- 5+ years hands-on experience developing and deploying Machine Learning models in production; expertise in causal inference, discrete choice models, forecasting, machine learning models (regression, tree-based methods, neural networks), cloud platforms (GCP, AWS), Tableau, and retail/merchandising problem-solving
Responsibilities
- Design and develop scalable algorithms and ML models against large datasets to create business insights; effectively communicate insights to technical and non-technical leaders
- Lead machine learning initiatives end-to-end from business problem framing through technical design, development, deployment, and monitoring; partner with product managers and engineers
- Mentor junior data scientists on technical competencies and collaborate with cross-functional teams on project prioritization and workload distribution
- Explore new data science developments and define best practices for model productionalization; contribute to library of reusable algorithms and ensure solutions are documented
Full description
With a career at The Home Depot, you can be yourself and also be part of something bigger.
Position Purpose:
We are transforming how merchandising decisions are made through AI-powered solutions and automation. This Sr. Data Scientist plays a key role to build scalable, mathematical algorithms in production that directly impact retail and merchandising by solving complex, high-value business problems. The position focuses on science-driven models, operating at the intersection of data science, process automation, cloud deployment, and software production to deliver reliable decision systems …