MACHINE LEARNING ENGIENEER II (REMOTE)
Core
Design, implement, and deploy AI/ML algorithms embedded directly into software products for The Home Depot users.
Role type
Machine Learning Engineer II (IC)
Builds
Secure, reliable, scalable machine learning solutions integrated into software products
Domain
Retail / Machine Learning / Software Engineering
Deliverable
production ML models
Required skills
Python, SQL, Node.js, ReactJS, Git, clustering, forecasting, anomaly detection, neural networks, TensorFlow, PyTorch, Google Cloud Platform (Vertex AI, BigQueryML), Linux/Unix, CI/CD, REST APIs
Preferred skills
Data engineering practices, big data platforms, advanced statistics (Bayesian), Jupyter Notebooks, Pandas, SciPy, Scikit-learn, Gensim, High Availability/Disaster Recovery design
Technologies
Python, Node.js, ReactJS, HTML, CSS, JavaScript, D3, BigQuery, Data Store, Vertex AI, AutoML, Jupyter Notebooks, Pandas, SciPy, Scikit-learn, Gensim, TensorFlow, PyTorch, Git, Linux/Unix
Responsibilities
Collaborate with product teams to create ML solutions; Write custom code/scripts for automation, monitoring, and destructive testing; Configure commercial off-the-shelf solutions; Create dashboards and alerting systems; Monitor production SLIs/SLOs and performance/capacity; Provide application support and review code for best practices
Seniority
Mid-level, hands-on IC
