Senior Software Engineer – Machine Learning

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The Home Depot

WebsiteLinkedInAll Job Openings

10,000+ employees

Founded 1978

🛒 Retail

👥 B2C

💰 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.

📋 Description

• Develops, tests, deploys, and maintains software for recommendation engines • Collaborates in agile processes to create valuable user stories • Mentors junior engineers on software development practices • Leads system design initiatives and drives best practices in scalable architecture • Integrates AI and machine learning capabilities into the product recommendation journey

🎯 Requirements

• 3-5 years of experience • Strong in at least one of: Java, Scala, Python • Experience with microservices, REST APIs, gRPC, event-driven architecture • Knowledge in distributed systems, scalability, fault tolerance • Understanding of GCP Core services like Compute Engine, GKE, Cloud Run • Advanced SQL skills in BigQuery • Familiarity with Dataflow, Dataproc, batch and streaming pipelines • Knowledge of MLOps practices and frameworks like TensorFlow, PyTorch • Understanding of generative AI concepts and tools like Vertex AI

🏖️ Benefits

• Health insurance • Retirement plans • Paid time off • Professional development