1+ months

Senior Machine Learning Engineer - Search Recommendation

Atlanta, GA 30339
JobTitle: Senior Machine Learning Engineer - Search Recommendation
Job ID: 363566_en-us
Salary Range: null- null
Job Category: Technology
Employment type: Full Time

Position Description:
  • To determine the most relevant products for a given customer question from a 2.5M catalog is not an easy task.
  • Engage machine techniques in several internal groups within the search team (e.g., understanding the customer question, enriching the product catalog, and sorting the products).
  • The machine learning engineer will quickly iterate on the following three steps: 1) based on data analysis, form a hypothesis on how to improve the customer search experience; 2) test the hypothesis; and finally, 3) deploy the model to production, if the evaluation turns out to be good. MAJOR TASKS, RESPONSIBILITIES AND KEY ACCOUNTABILITIES
    • 70% - Delivery & Execution:
    • Collaborates and pairs with other product team members (UX, engineering, and product management) to create secure, reliable, scalable software solutions
    • Works with Product Team to ensure user stories that are developer-ready, easy to understand, and testable
    • Writes custom code or scripts to automate infrastructure, monitoring services, and test cases
    • Writes custom code or scripts to do \"destructive testing\" to ensure adequate resiliency in production
    • Configures commercial off the shelf solutions to align with evolving business needs
    • Creates meaningful dashboards, logging, alerting, and responses to ensure that issues are captured and addressed proactively
    • 20% - Support & Enablement:
    • Fields questions from other product teams or support teams
    • Monitors tools and participates in conversations to encourage collaboration across product teams
    • Provides application support for software running in production
    • Proactively monitors production Service Level Objectives for products
    • Proactively reviews the Performance and Capacity of all aspects of production: code, infrastructure, data, and message processing
    • 10% - Learning:
    • Participates in learning activities around modern software design and development core practices (communities of practice)
    • Proactively views articles, tutorials, and videos to learn about new technologies and best practices being used within other technology organizationsNATURE AND SCOPE
      Typically reports to the Software Engineer Manager or Sr. Manager.

      Located in a comfortable indoor area. Any unpleasant condition

      Typically requires overnight travel less than 10% of the time.


Posted: 2020-11-02 Expires: 2021-02-14

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Senior Machine Learning Engineer - Search Recommendation

Home Depot, Inc.
Atlanta, GA 30339

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