Machine Learning Engineer 4 (Python, AWS, SQL, GenAI) (Enterprise Platforms Technology)
Capital One4 days ago
Richmond, VA, USA +4 moreStaff+
Base Salary
$179k - $246k/yr
Responsibilities
- Design, build, and deliver machine learning models and components in collaboration with Product and Data Science teams.
- Develop application code, validate ML models, automate testing and deployment, and enhance software for large-scale ML applications.
- Retrain, maintain, monitor, and operate machine learning models and production services.
- Build cloud-based architectures and optimized ML models that operate at scale.
- Construct data pipelines for training, evaluating, and serving ML models.
- Apply continuous integration, continuous deployment, test automation, monitoring, model governance, and Responsible and Explainable AI practices.
- Use programming languages including Python, Scala, or Java and collaborate within a cross-functional Agile team.
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 to prepare AI/ML data.
- At least 2 years of experience deploying and operating ML solutions in production, operating cloud production services with AWS, GCP, or Azure, and using Kubernetes for containerized ML systems.
- Preferred qualifications include a master’s or doctoral degree, experience optimizing ML algorithms and infrastructure, software development best practices, resilient production deployments, advanced ML techniques and architectures, scalable ML data pipelines, and at least 1 year of technical leadership developing ML solutions.
- Preferred candidates may have authored or co-authored a paper on an ML technique, model, or proof of concept.
Benefits
- Capital One offers health, financial, and other benefits supporting employee well-being, with eligibility varying by employment status and management level.
- The role is available for work associated with locations including McLean, Virginia; New York, New York; Plano, Texas; Richmond, Virginia; and San Francisco, California.
- The role is eligible for performance-based incentive compensation, including potential cash bonuses or long-term incentives.
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.