Senior Machine Learning Engineer

1 week ago

New York, New York, United States Capital One Full time
Job Title: Senior Machine Learning Engineer

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

Key Responsibilities:
  • Design and develop machine learning models and systems using Python, Spark/Dask, and MLOPS.
  • Collaborate with cross-functional teams to create and enhance software that enables state-of-the-art big data and ML applications.
  • Retrain, maintain, and monitor models in production.
  • Leverage cloud-based architectures, technologies, and/or platforms to deliver optimized ML models at scale.
  • Construct optimized data pipelines to feed ML models.
  • Ensure all code is well-managed to reduce vulnerabilities, models are well-governed from a risk perspective, and the ML 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 ML framework (scikit-learn, PyTorch, Dask, Spark, or TensorFlow).
  • At least 1 year of experience productionizing, monitoring, and maintaining models.
Preferred Qualifications:
  • 1+ years of experience building, scaling, and optimizing ML systems.
  • 1+ years of experience with data gathering and preparation for ML models.
  • 2+ years of experience developing performant, resilient, and maintainable code.
  • Experience developing and deploying ML 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.

Capital One is an equal opportunity employer committed to diversity and inclusion in the workplace. All qualified applicants will receive consideration for employment without regard to sex (including pregnancy, childbirth or related medical conditions), race, color, age, national origin, religion, disability, genetic information, marital status, sexual orientation, gender identity, gender reassignment, citizenship, immigration status, protected veteran status, or any other basis prohibited under applicable federal, state or local law.

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