
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
Tech Stack
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