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Robotics Automation Data Scientist

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Logo of The Home Depot

The Home Depot

10,000+ employees

Founded 1978

đź›’ Retail

👥 B2C

đź’° Debt Financing on 2007-07

Retail • B2C

The Home Depot is a leading home improvement retailer, offering a wide range of building materials, home improvement products, lawn and garden products, and related services. The company operates both physical stores and an online platform, providing comprehensive solutions for DIY enthusiasts, professional contractors, and homeowners. The Home Depot is committed to diversity, equity, and inclusion, providing employment opportunities and benefits to a diverse workforce. Additionally, the company places a high emphasis on customer service and associate engagement to maintain its position as a trusted leader in the home improvement industry.

đź“‹ Description

• Develop and maintain operational dashboards and reporting platforms. • Define and monitor key performance indicators (KPIs) across customer deployments. • Create executive, operational, and customer-facing performance reporting. • Analyze trends, anomalies, and performance degradation across warehouse operations. • Translate complex operational data into actionable business recommendations. • Analyze warehouse workflows to identify bottlenecks and inefficiencies. • Develop recommendations to improve: Warehouse throughput, Robot utilization, Inventory flow, Pick productivity, Station efficiency, Order cycle time, Resource allocation, Labor productivity. • Evaluate the impact of software releases and operational changes on customer performance. • Measure system-wide performance and identify optimization opportunities. • Analyze robotic fleet performance and utilization patterns. • Identify congestion points and traffic inefficiencies. • Evaluate task assignment effectiveness. • Measure robot travel efficiency and idle time. • Develop recommendations to improve fleet coordination and throughput. • Build predictive and diagnostic analytical models. • Develop forecasting models for: Order volume, Inventory demand, Capacity planning, Resource utilization. • Support operational planning through scenario analysis. • Create models that enable proactive issue identification. • Design and analyze A/B tests and operational experiments. • Measure the effectiveness of software enhancements and workflow changes. • Partner with Product and Engineering teams to validate hypotheses using data. • Quantify ROI for optimization initiatives. • Collaborate with engineering teams to improve data collection and instrumentation. • Define operational metrics and data standards. • Ensure data quality, consistency, and reliability. • Support the development of data pipelines and analytics infrastructure. • Analyze customer deployment performance. • Produce operational health assessments. • Identify opportunities for customers to improve utilization of automation systems. • Support customer success and deployment teams with performance analysis.

🎯 Requirements

• Bachelor's degree in Data Science, Statistics, Mathematics, Computer Science, Industrial Engineering, Operations Research, or related field. • 3+ years of experience in data analytics, business intelligence, data science, or operational optimization. • Strong SQL skills and experience working with large datasets. • Strong proficiency in Java or Kotlin. • Experience with streaming data (Kafka/MQTT). • Experience developing dashboards and performance reporting. • Strong statistical analysis and problem-solving skills. • Ability to communicate technical findings to business and operational stakeholders.

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