Lead Machine Learning Engineer
2 weeks ago
Capital One is seeking a highly skilled Lead Machine Learning Engineer to join our team. As a Lead Machine Learning Engineer, you will be responsible for designing, building, and deploying machine learning models and systems at scale.
Key Responsibilities:- Partner with data scientists and software reliability experts to deploy custom machine learning models
- Use a broad set of technologies, including PyTorch, HuggingFace, AWS SageMaker, Kubernetes, and Apache Spark, to scale up existing models to support millions of customers
- Support the AI Foundations team with engineering expertise and in ad-hoc development operations support
- Design and build automated solutions to manual machine learning processes to move research products into deployed models
- Interface with enterprise platform owners and senior engineering leadership to build and manage existing and upcoming solutions
- Bachelor's degree in computer science, electrical engineering, mathematics, or a similar field
- At least 6 years of experience designing and building data-intensive solutions using distributed computing
- At least 4 years of experience programming with Python, Scala, or Java
- At least 2 years of experience building, scaling, and optimizing machine learning systems
- Master's or doctoral degree in computer science, electrical engineering, mathematics, or a similar field
- 3+ years of experience building production-ready data pipelines that feed machine learning models
- 3+ years of on-the-job experience with an industry-recognized machine learning framework such as scikit-learn, PyTorch, Dask, Spark, or TensorFlow
- 2+ years of experience developing performant, resilient, and maintainable code
- 2+ years of experience with data gathering and preparation for machine learning models
- 2+ years of people leader experience
- 1+ years of experience leading teams developing machine learning solutions using industry best practices, patterns, and automation
- Experience developing and deploying machine learning solutions in a public cloud such as AWS, Azure, or Google Cloud Platform
- Experience designing, implementing, and scaling complex data pipelines for machine learning models and evaluating their performance
- Machine learning industry impact through conference presentations, papers, blog posts, open source contributions, or patents
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Lead Machine Learning Engineer
3 weeks ago
New York, New York, United States Capital One Full timeAbout the RoleCapital One is seeking a highly skilled Lead Machine Learning Engineer to join our team. As a Lead Machine Learning Engineer, you will be responsible for designing, building, and deploying machine learning models and systems at scale. You will work closely with cross-functional teams to develop and implement machine learning solutions that...
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Lead Machine Learning Engineer
5 days ago
New York, New York, United States Capital One Full timeJob Title: Lead Machine Learning EngineerCapital One is seeking a highly skilled Lead 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.About the RoleThis is a unique opportunity to work on cutting-edge projects that...
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Lead Machine Learning Engineer
1 day ago
New York, New York, United States Capital One Full timeJob DescriptionCapital One is seeking a highly skilled Lead Machine Learning Engineer to join our team. As a key member of our Agile team, you will be responsible for designing, building, and delivering machine learning models and components that solve real-world business problems.Key Responsibilities:Design and develop machine learning models and components...
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Lead Machine Learning Engineer
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