Machine Learning Engineer

3 weeks ago


Annapolis, Maryland, United States Capital One Full time

Job Summary

We are seeking a highly skilled Machine Learning Applications Engineer to join our team at Capital One. As a key member of our cross-functional team, you will play a critical role in designing, developing, and implementing machine learning applications and systems.

Key Responsibilities

  • Design and develop machine learning models and components to solve real-world business problems
  • Collaborate with cross-functional teams to deliver ML models and components
  • Maintain and monitor models in production, leveraging cloud-based architectures
  • Construct optimized data pipelines to feed ML models

Requirements

  • Bachelor's degree in Computer Science, Electrical Engineering, Mathematics, or a related field
  • Minimum 4 years of programming experience with Python, Scala, or Java
  • Minimum 3 years of experience designing and building data-intensive solutions using distributed computing
  • Minimum 2 years of on-the-job experience with industry-recognized ML frameworks
  • Minimum 1 year of experience productionizing, monitoring, and maintaining models

Preferred Qualifications

  • Experience scaling and optimizing ML systems
  • Experience developing performant, resilient, and maintainable code
  • Experience building production-ready data pipelines
  • Experience with public cloud platforms such as AWS, Azure, or Google Cloud
  • Master's or doctoral degree in Computer Science, Electrical Engineering, Mathematics, or a related field


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