Capital One is looking to solve the problem of model failures and improve decision-making with models by defending against model risks and finding new ways of making better decisions with models.
Requirements
- At least 2 years’ experience with machine learning
- At least 2 years’ experience with relational databases
- Hands-on experience developing data science solutions using open-source tools and cloud computing platforms
- Experience with clustering, classification, sentiment analysis, time series, and deep learning
- At least 1 year of experience working with AWS
- At least 4 years’ experience in Python, Scala, or R for large scale data analysis
- At least 4 years’ experience building or validating models related to fraud detection, digital marketing, cybersecurity, or sensitive data detection
Responsibilities
- Partner with a cross-functional team of data scientists, software engineers, and product managers to identify and quantify risks associated with models
- Leverage a broad stack of technologies — Python, Conda, AWS, Spark, and more — to reveal the insights hidden within huge volumes of numeric and textual data
- Build machine learning models to challenge “champion models” that are deployed in production today
- Contribute to the model governance framework for the next generation of machine learning models
- Validate a wide variety of models across multiple business domains within our Enterprise Services devision
- Flex your interpersonal skills to present how model risks could impact the business to executives
Other
- Currently has, or is in the process of obtaining a Bachelor’s Degree plus 6 years of experience in data analytics, or currently has, or is in the process of obtaining a Master’s Degree plus 4 years of experience in data analytics, or currently has, or is in the process of obtaining PhD plus 1 year of experience in data analytics
- Must be willing to accept applications for a minimum of 5 business days
- Must be eligible to work in the United States
- Must be willing to work in a team environment
- Must have excellent communication and interpersonal skills
