MACHINE LEARNING ENGIENEER II (REMOTE)
The Home Depot3 days ago
Remote, United StatesMid Level
H1B sponsor
Base Salary
$90k - $170k/yr
Responsibilities
- Collaborate and pair with product team members to design, implement, and support secure, reliable, scalable machine learning solutions.
- Write code and scripts for application functionality, infrastructure automation, monitoring services, test cases, and destructive resiliency testing.
- Document, review, and ensure compliance with quality and change-control standards while configuring and modifying solutions.
- Create dashboards, logging, alerting, and response processes to proactively identify and address production issues.
- Provide application support, monitor production service-level objectives, and review performance, capacity, data, message processing, and prediction quality.
- Review submitted code, provide feedback, answer product and support team questions, and encourage collaboration across teams.
Requirements
- At least 1 year of work experience is required.
- A high school diploma and/or GED is required.
- Applicants must be at least 18 years old and legally permitted to work in the United States.
- Preferred experience includes 1–3 years of relevant work, Python or another modern scripting language, data engineering, big data platforms, web application frameworks, front-end technologies, SQL, and Git.
- Preferred knowledge includes clustering, forecasting, anomaly detection, neural networks, statistics, regression, Bayesian statistics, and machine learning tools and libraries.
- Preferred familiarity includes Google Cloud Platform, Vertex AI, BigQuery ML, AutoML, Linux or Unix environments, REST and web service design, CI/CD toolchains, and production systems design.
Benefits
- Remote position.
- Typically requires 5%–20% overnight travel.
- The position has 0 direct reports and works in a comfortable indoor environment.
Tech Stack
CSSD3.jsGitGoogle BigQueryGoogle Cloud PlatformHTMLJavaScriptJupyter NotebookLinuxNode.jsPandasPythonPyTorchReactscikit-learnSciPySQLTensorFlow
Categories
About The Home Depot
The Home Depot is a public home-improvement retailer selling building materials, tools, appliances, and installation services to DIY homeowners and professional contractors in North America. It operates more than 2,300 stores across the U.S., Canada, and Mexico and runs a large e-commerce channel, supported by private-label brands and tool rental. Founded in 1979 and headquartered in Atlanta, Georgia, it is the world’s largest home-improvement specialty retailer.