Software Engineer II – ML, AI

🔥 14 hours ago

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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

• Collaborates and pairs with other product team members (UX, engineering, and product management) to create secure, reliable, scalable software solutions; • Documents, reviews and ensures that all quality and change control standards are met; • Works with Product Team to ensure user stories that are developer-ready, easy to understand, and testable; • Writes custom code or scripts to automate infrastructure, monitoring services, and test cases; • Writes custom code or scripts to do destructive testing to ensure adequate resiliency in production; • Program configuration/modification and setup activities on large projects using HD approved methodology; • Configures commercial off the shelf solutions to align with evolving business needs. • Creates meaningful dashboards, logging, alerting, and responses to ensure that issues are captured and addressed proactively. • Actively seeks ways to grow and be challenged using both formal and informal development channels; • Learns through successful and failed experiment when tackling new problems; • Collaborates with other team members in agile processes; • Assists in creating new and better ways for the team to be successful; • Relates openly and comfortably with diverse groups of people; • Builds partnerships and works collaboratively with others to meet shared objectives.

🎯 Requirements

• 1–3 years of relevant software development or engineering experience. • Experience programming in Python and at least one object-oriented programming language (Java preferred). • Experience developing, integrating, or supporting AI/ML solutions, including machine learning models, generative AI applications, LLMs, or AI-powered services. • Experience using AI development frameworks and tools such as PyTorch, TensorFlow, Scikit-learn, LangChain, OpenAI/Azure AI services, or similar technologies. • Experience writing and optimizing SQL queries against relational databases. • Experience with relational and NoSQL database technologies. • Experience with source code management and version control systems (Git preferred). • Experience with front-end technologies such as HTML, CSS, JavaScript, and TypeScript frameworks. • Experience with cloud computing platforms and cloud-native application development (Azure, AWS, or GCP). • Experience with CI/CD pipelines, DevOps practices, and automated deployment tools. • Experience building and supporting microservice-based architectures and APIs. • Experience with modern debugging, monitoring, and root cause analysis techniques. • Exposure to AI model evaluation, prompt engineering, model tuning, or MLOps practices. • Exposure to security frameworks for user and service authentication and authorization. • Experience creating and executing unit, functional, integration, performance, and automated tests. • Understanding of software engineering best practices, including code reviews, testing, documentation, and agile development methodologies.

🏖️ Benefits

• Health insurance • 401(k) matching • Flexible work hours • Paid time off • Remote work options