Machine Learning Engineer 5 (IC)
Capital One1 day ago
Cambridge, MA, USA +4 moreStaff+
Base Salary
$230k - $286k/yr
Responsibilities
- Design, build, and deliver machine learning models and components for real-world business problems in collaboration with Product and Data Science teams.
- Build and scale multi-tenant platforms for large-scale machine learning model training and serving.
- Develop, test, validate, retrain, maintain, and monitor machine learning models and application code in production.
- Design cloud-based architectures, production services, and containerized ML systems using large-scale distributed technologies.
- Construct optimized data pipelines for training and evaluating machine learning models.
- Automate testing and deployment while ensuring code management, model governance, responsible AI, and explainable AI practices.
Requirements
- Bachelor's degree or higher in Computer Science, Machine Learning, or a related quantitative field is required.
- At least 6 years of programming experience with Python, Java, Golang, or C++ is required.
- At least 6 years of machine learning experience with PyTorch or TensorFlow and libraries including Pandas, NumPy, and Scikit-learn is required.
- At least 6 years of experience using and operating large-scale distributed systems such as Spark and Ray to prepare AI/ML data is required.
- At least 4 years of experience deploying and operating machine learning solutions in production, cloud production services, and Kubernetes-managed containerized ML systems is required.
- Preferred qualifications include a master's or doctoral degree, 5+ years optimizing ML algorithms and infrastructure, 5+ years applying software development and resilient deployment practices, and 5+ years designing scalable production ML data pipelines.
- Preferred candidates may demonstrate ML industry impact through conference presentations, papers, blog posts, open source contributions, or patents.
Benefits
- Capital One offers comprehensive health, financial, and other benefits supporting employee well-being, with eligibility varying by employment status and management level.
- The position is eligible for performance-based incentive compensation, including potential cash bonuses or long-term incentives.
- Capital One will consider sponsoring a new qualified applicant for employment authorization for this position.
- The posting is expected to accept applications for a minimum of 5 business days.
Tech Stack
Apache SparkAWSAzureC++GoGoogle Cloud PlatformJavaKubernetesNumPyPandasPythonPyTorchScalascikit-learnTensorFlow
Categories
Data EngineeringML Engineering
About Capital One
Capital One is a U.S. consumer and commercial bank that offers credit cards, checking and savings accounts, auto financing, and lending to small and large businesses. It earns revenue from interest income and interchange/fees across its card and banking products, and develops cloud-based digital services. Founded in 1994, Capital One is publicly traded on the NYSE (COF) and is headquartered in McLean, Virginia.