Home Depot
Staff Machine Learning Engineer (Remote)
GEORGIA - VIRTUAL - GA01 · 3d ago
Not specified3+ YOE
Quick summary
AI parsed- Experience
- 3-6 years of relevant work experience. Key skills: ML model design/training/deployment, ML lifecycle management, cloud-native ML pipelines, statistics/model evaluation, clustering/forecasting/anomaly detection/neural networks, NLP/CNNs/autoencoders, large dataset training, Python, SQL, Git, CI/CD, REST design, production systems design, Google Cloud Platform (Vertex AI, BigQuery), A/B testing
- Salary
- $120,000 - $190,000
Responsibilities
- Collaborate with product team members to create secure, reliable, scalable machine learning solutions; configure COTS solutions and create dashboards, logging, and alerting systems
- Research and evaluate technology products/platforms; design ML, infrastructure, network, database, and security architectures; develop monitoring tools and formal training courses
- Monitor production systems, SLOs, and performance/capacity across code, infrastructure, data, and prediction quality; provide proactive support and issue resolution
- Participate in learning activities on modern software design and ML practices; mentor junior engineers and build team skillsets
Full description
With a career at The Home Depot, you can be yourself and also be part of something bigger.
Position Purpose:
The Staff Software Engineer is responsible for leading a team of engineers building and designing a product that our customers and associates love. As a Staff Software Engineer, you will be part of a dynamic team with engineers of all experience levels who help each other build and grow technical and leadership skills while creating, deploying, and supporting production applications. In this role, you will also provide technical leadership on machine learning systems, including model …