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Senior Machine Learning Engineer
1 month ago
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 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 machine learning follows best practices in Responsible and Explainable AI.
- 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 (scikit-learn, PyTorch, Dask, Spark, or TensorFlow).
- At least 1 year of experience productionizing, monitoring, and maintaining models.
- 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.
Capital One is a leading financial services company that offers a comprehensive, competitive, and inclusive set of benefits to support your total well-being. Learn more at the Capital One Careers website.
