Machine Learning Engineer 4 (Python, AWS, SQL, GenAI) (Enterprise Platforms Technology)
Capital One1 day ago
Richmond, VA, USA +3 moreStaff+
Base Salary
$179k - $246k/yr
Responsibilities
- Design, build, deliver, retrain, maintain, and monitor machine learning models and components for real-world business problems.
- Make ML infrastructure decisions using knowledge of modeling techniques, feature selection, training, hyperparameter tuning, validation, and model quality issues.
- Write and test application code, develop and validate ML models, and automate testing and deployment.
- Build and operate cloud-based architectures, distributed systems, data pipelines, and production ML services at scale.
- Use continuous integration, continuous deployment, test automation, monitoring, model governance, and Responsible and Explainable AI practices.
- Collaborate with Product, Data Science, and cross-functional Agile teams to develop big data and ML applications.
Requirements
- Bachelor’s degree or higher in Computer Science, Machine Learning, or a related quantitative field.
- At least 4 years of programming experience with Python, Java, Golang, or C++.
- At least 4 years of machine learning experience with PyTorch or TensorFlow and libraries including Pandas, NumPy, and Scikit-learn.
- At least 4 years of experience using and operating large-scale distributed systems such as Spark and Ray for AI/ML data preparation.
- At least 2 years of experience deploying and operating ML solutions in production, operating production cloud services, and using Kubernetes for large-scale containerized ML systems.
- Preferred qualifications include a master’s or doctoral degree, 3+ years optimizing ML algorithms and infrastructure, software development best practices, resilient production deployments, ML techniques and architectures, production-ready ML data pipelines, and 1+ year as a technical lead.
- Preferred candidates have authored or co-authored a paper on an ML technique, model, or proof of concept.
Benefits
- Capital One offers comprehensive health, financial, and other benefits supporting employee well-being, with eligibility varying by employment status and management level.
- The role is eligible for performance-based incentive compensation, which may include cash bonuses and/or long-term incentives.
- The posting is expected to accept applications for a minimum of 5 business days.
- Reasonable accommodation support is available through Capital One Recruiting.
Tech Stack
Apache SparkAWSAzureC++GoGoogle Cloud PlatformJavaKubernetesNumPyPandasPythonPyTorchScalascikit-learnSQLTensorFlow
Categories
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.