The Home Depot

Staff Machine Learning Engineer

The Home Depot

full-time

Posted on:

Location Type: Remote

Location: United States

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Salary

💰 $120,000 - $190,000 per year

Job Level

About the role

  • Leads a team of engineers building and designing machine learning systems
  • Provides technical leadership on model development and lifecycle management
  • Collaborates with product teams to create secure machine learning solutions
  • Participates in learning activities around modern software design
  • Researches and evaluates technology products and platforms to provide cost-effective solutions

Requirements

  • 3 - 6 years of relevant work experience
  • Strong experience designing, training, evaluating, and deploying machine learning models in production environments
  • Experience with ML lifecycle management
  • Experience building and operating ML pipelines using cloud-native services
  • Strong understanding of applied statistics and model evaluation metrics
  • Experience in advanced machine learning techniques such as NLP and convolutional neural networks
  • Experience in training machine learning models with extremely large datasets
  • Experience with Data Analysis and Machine Learning Tools and Libraries like Jupyter Notebooks, Pandas, TensorFlow, PyTorch, etc.
  • Minimum Education: High School Diploma or GED
Benefits
  • Health insurance
  • 401(k) matching
  • Paid time off
  • Flexible work arrangements
  • Professional development opportunities
Applicant Tracking System Keywords

Tip: use these terms in your resume and cover letter to boost ATS matches.

Hard Skills & Tools
machine learningmodel developmentML lifecycle managementML pipelinesapplied statisticsmodel evaluation metricsNLPconvolutional neural networksdata analysistraining machine learning models
Soft Skills
technical leadershipcollaboration