Home Depot
Staff Machine Learning Engineer (REMOTE)
GEORGIA - VIRTUAL - GA01 · 21d ago
Not specified3+ YOE
Quick summary
AI parsed- Experience
- 3-6 years of relevant work experience. Key skills: Machine learning model design, training, evaluation, and production deployment; ML lifecycle management (feature engineering, model versioning, experimentation, monitoring); ML pipelines with cloud-native services and CI/CD; Applied statistics and model evaluation metrics; Clustering, forecasting, anomaly detection, neural networks; Data analysis tools (Jupyter, Pandas, SciPy, Scikit-learn, TensorFlow, PyTorch); Google Cloud Platform and Vertex AI; BigQuery and data engineering; Python, SQL, Git, Linux/Unix; REST API design; Production systems design; A/B testing
- Salary
- $120,000 - $190,000
- Arrangement
- remote
Responsibilities
- Lead collaboration with product, UX, and engineering teams to create secure, reliable, scalable machine learning solutions and ensure user stories are developer-ready
- Design, build, and operate ML pipelines using cloud-native services and CI/CD practices; manage model deployment, monitoring, and lifecycle including feature engineering, versioning, and drift detection
- Research, evaluate, and recommend technology products and platforms; design infrastructure, database, security, and ML architectures for cost-effective solutions
- Monitor production Service Level Objectives and performance; create dashboards, logging, and alerting systems; mentor and grow junior engineers on the team
Full description
With a career at The Home Depot, you can be yourself and also be part of something bigger.
Job Description
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,…