Senior Data Scientist Delivery Home Depot
Overview
We seek a Senior Data Scientist to lead innovative delivery solutions at Home Depot. This role blends deep technical expertise with strategic impact. The ideal candidate will own end-to-end machine learning pipelines and drive measurable business outcomes. Unique opportunities exist to shape product experiences and collaborate across teams.
What You'll Do11
- 1Design and build tree-based ranking models XGBoost and BERT-family embeddings for ranking tasks
- 2Develop Vertex AI pipelines and custom jobs for production deployment
- 3Conduct A/B testing and interpret statistical significance of experiments
- 4Implement RAG and agentic workflows using LLMs for complex queries
- 5Lead mentorship initiatives for junior engineers and analysts
- 6Translate technical findings into actionable insights for stakeholders
- 7Collaborate with product teams to define data-driven roadmaps
- 8Identify automation opportunities to streamline analytical workflows
- 9Contribute to reusable model libraries and documentation standards
- 10Drive cross-functional projects that enhance operational efficiency
- 11Analyze business metrics to optimize delivery network performance
Requirements11
- 15+ years building ETL pipelines with Spark and Airflow
- 2PhD in Computer Science Mathematics Statistics or related field
- 3Expertise with Python and cloud platforms AWS
- 4Proficiency in Kubernetes and container orchestration
- 5Strong experience with BigQuery and SQL query optimization
- 6Mastery of Tableau for data visualization
- 7Advanced statistical modeling including prescriptive techniques
- 8Familiarity with PyTorch TensorFlow and Hugging Face ecosystem
- 9Experience with CI/CD pipelines for ML models
- 10Ability to translate complex data concepts into executive summaries
- 11Track record of leading data science projects from conception to deployment
Salary Insight
Salary not disclosed in listing
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Required Skills
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