Senior Machine Learning Engineer

4 weeks ago


New York, New York, United States Capital One Full time
Job Description

Capital One is seeking a highly skilled Senior Machine Learning Engineer to join our team. As a key member of our Agile team, you will be responsible for designing, building, and deploying machine learning applications and systems at scale.

Key Responsibilities:

  • Design and develop machine learning models and components that solve real-world business problems.
  • Collaborate with cross-functional teams to create and enhance software that enables state-of-the-art big data and machine learning applications.
  • Retrain, maintain, and monitor models in production.
  • Leverage cloud-based architectures, technologies, and/or platforms to deliver optimized machine learning models at scale.
  • Construct optimized data pipelines to feed machine learning models.
  • Ensure all code is well-managed to reduce vulnerabilities, models are well-governed from a risk perspective, and the machine learning follows best practices in Responsible and Explainable AI.

Requirements:

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

Preferred Qualifications:

  • 1+ years of experience building, scaling, and optimizing machine learning systems.
  • 1+ years of experience with data gathering and preparation for machine learning models.
  • 2+ years of experience developing performant, resilient, and maintainable code.
  • Experience developing and deploying machine learning solutions in a public cloud such as AWS, Azure, or Google Cloud Platform.
  • Master's or doctoral degree in Computer Science, Electrical Engineering, Mathematics, or a related field.

What We Offer:

  • A comprehensive, competitive, and inclusive set of health, financial, and other benefits that support your total well-being.
  • The opportunity to work with a talented team of professionals who are passionate about machine learning and data science.
  • The chance to develop and deploy cutting-edge machine learning applications and systems that make a real impact on our business.


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