Machine Learning Engineer 5 (Senior Manager, IC)
Capital One1 day ago
Base Salary
$209k - $239k/yr
Responsibilities
- Design, build, and deliver machine learning models and components for real-world business problems.
- Build and scale multi-tenant platforms for large-scale ML model training and serving.
- Make ML infrastructure decisions informed by modeling techniques, feature selection, training, tuning, and validation.
- Write and test application code, validate ML models, and automate testing and deployment.
- Develop, maintain, monitor, and retrain models in production.
- Build cloud-based architectures and optimized data pipelines for ML workloads.
- Apply deployment, monitoring, governance, vulnerability-reduction, and Responsible and Explainable AI practices.
- Use Python, Scala, or Java and collaborate with Product, Data Science, and cross-functional teams.
Requirements
- Bachelor’s degree or higher in computer science, machine learning, or a related quantitative field.
- At least 6 years of programming experience with Python, Java, Golang, or C++.
- At least 6 years of machine learning experience with PyTorch or TensorFlow and libraries including Pandas, NumPy, and Scikit-learn.
- At least 6 years of experience using and operating large-scale distributed systems such as Spark and Ray for AI/ML data preparation.
- At least 4 years of experience deploying and operating ML solutions in production, operating cloud production services, and using Kubernetes for containerized ML systems.
- Preferred: master’s or doctoral degree in a related field.
- Preferred: 5+ years optimizing ML algorithms, configurations, and infrastructure; applying software development practices; building resilient production systems; using ML techniques and architectures; and designing scalable ML data pipelines.
- Preferred: ML industry impact through conference presentations, papers, blog posts, open source contributions, or patents.
- Ability to communicate complex technical and machine learning concepts to varied audiences.
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, including possible cash bonuses and long-term incentives.
- The position is based on the applicable location-specific work arrangement and salary range; applications are accepted for at least 5 business days.
Tech Stack
Apache SparkAWSAzureC++GoGoogle Cloud PlatformJavaKubernetesNumPyPandasPythonPyTorchScalascikit-learnTensorFlow
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.