Machine Learning Engineer
3 weeks ago
Job Summary
We are seeking a highly skilled Machine Learning Applications Engineer to join our team at Capital One. As a key member of our cross-functional team, you will play a critical role in designing, developing, and implementing machine learning applications and systems.
Key Responsibilities
- Design and develop machine learning models and components to solve real-world business problems
- Collaborate with cross-functional teams to deliver ML models and components
- Maintain and monitor models in production, leveraging cloud-based architectures
- Construct optimized data pipelines to feed ML models
Requirements
- Bachelor's degree in Computer Science, Electrical Engineering, Mathematics, or a related field
- Minimum 4 years of programming experience with Python, Scala, or Java
- Minimum 3 years of experience designing and building data-intensive solutions using distributed computing
- Minimum 2 years of on-the-job experience with industry-recognized ML frameworks
- Minimum 1 year of experience productionizing, monitoring, and maintaining models
Preferred Qualifications
- Experience scaling and optimizing ML systems
- Experience developing performant, resilient, and maintainable code
- Experience building production-ready data pipelines
- Experience with public cloud platforms such as AWS, Azure, or Google Cloud
- Master's or doctoral degree in Computer Science, Electrical Engineering, Mathematics, or a related field
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