careers.homedepot.com
Machine Learning Engineer II
Location
United States
Posted
17 days ago
Salary
$90K - $170K / year
Job Description
Job Requirements
- 1 - 3 years of relevant work experience
- Experience in a modern scripting language (preferably Python)
- Experience in effective data engineering practices and big data platforms such as BigQuery, Data Store, etc
- Experience in modern web application framework such as Node.js
- Experience in a front-end technology and framework such as HTML, CSS, JavaScript, ReactJS, D3
- Experience in writing SQL queries against a relational database
- Experience in version control systems (preferable Git)
- Familiarity with algorithms such as clustering, forecasting, anomaly detection, and neural networks
- Familiarity with basic statistics and regression algorithms
- Familiarity with advanced statistics such as bayesian statistics
- Familiarity with Data Analysis and Machine Learning Tools and Libraries like Jupyter Notebooks, Pandas, SciPy, Scikit-learn, Gensim, tensorflow, pytorch, etc
- Familiarity with Google Cloud Platform and AI/ML related components such as Vertex AI, BigQueryML, and AutoML
- Familiarity with a Linux or Unix based environment
- Familiarity with a CI/CD toolchain
- Familiarity with REST and effective web service design
- Familiarity with production systems design including High Availability, Disaster Recovery, Performance, Efficiency, and Security.
Benefits
- Health insurance
- 401(k) matching
- Flexible work hours
- Paid time off
- Remote work options
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