AI/ML Developer II

🕒 May 1

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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. • Design and develop machine learning models and algorithms to address business challenges.

🎯 Requirements

• 1-3 years of relevant work experience • Extensive experience in AI, machine learning. • Strong understanding of AI use cases and their application in business contexts. • Proven track record of developing AI use case from concept to launch. • Strong programming skills in Golang, Python. • Experience building and maintaining robust data pipelines, ETL/ELT workflows, and data ingestion processes. • Solid understanding of machine learning algorithms and principles. • Experience in Google Cloud Platform and AI/ML related components such as Vertex AI, BigQueryML, and AutoML. • Experience with data preprocessing, data ingestion and model evaluation. • Strong problem-solving skills and ability to work independently and as part of a team. • Experience in writing SQL queries against a relational database. • Experience in version control systems and collaborative development tools. • Experience with cloud platforms (Azure, GCP). • Experience in source code version control (e.g. Git). • Experience in Relational or NoSQL database technology. • Experience in cloud computing techniques. • Experience in CI/CD tools. • Experience in microservice-based architecture. • Exposure to security frameworks for user and services authorization and authentication. • Exposure to creating and executing unit, functional, destructive and performance tests. • Excellent communication skills to convey technical concepts to non-technical stakeholders. • Experience in REST and effective web service design. • Experience in production systems design including High Availability, Disaster Recovery, Performance, Efficiency, and Security.

🏖️ Benefits

• Health insurance • Retirement plans • Paid time off • Flexible work arrangements • Professional development