[Hiring] MACHINE LEARNING ENGINEER II @The Home Depot

Role Description

The Machine Learning Engineer II is responsible for joining a product team and contributing to the software design, algorithm design, and overall product lifecycle for a product that our users love. The engineering process is highly collaborative. ML Engineers are expected to pair daily as they work through user stories and support products as they evolve.

• Designing and implementing AI/ML algorithms to embed directly into software products.
• Using specific HD process techniques, integration, design, and development.
• Interfacing with Business Stakeholders, Technology Infrastructure teams, and Development teams to ensure business requirements are met.
• Involved in performance tuning, testing, and product monitoring.
• Performing customer outreach, designing ML educational material, and data engineering.
• Operating independently with minimum guidance while working as part of a team.
• Reviewing submitted code and providing feedback to improve based on best practices.

Qualifications

• 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 frameworks such as Node.js.
• Experience in front-end technologies and frameworks such as HTML, CSS, JavaScript, ReactJS, D3.
• Experience in writing SQL queries against a relational database.
• Experience in version control systems (preferably 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.

Requirements

• Must be eighteen years of age or older.
• Must be legally permitted to work in the United States.

Benefits

• Typically requires overnight travel 5% to 20% of the time.
• Most of the time is spent sitting in a comfortable position with frequent opportunities to move about.
• Located in a comfortable indoor area; any unpleasant conditions would be infrequent and not objectionable.

Company Description

With a career at The Home Depot, you can be yourself and also be part of something bigger.