Capital One is looking to leverage data-driven decision-making and machine learning technologies to disrupt the financial industry by offering personalized solutions to customers, and the Model Audit team needs to review models and model risk practices across the enterprise to ensure appropriate risk issues are raised and assurance is provided to the Audit Committee.
Requirements
- Proficiency in key econometric and statistical techniques (such as predictive modeling, logistic regression, survival analysis, panel data models, design of experiments, decision trees, machine learning methods).
- 1+ year of experience with Python, R or other statistical analyst software.
- 2+ years of experience with data analysis.
- 1+ year of experience manipulating and analyzing large data sets.
- Proficiency in key econometric and statistical techniques (such as predictive modeling, logistic regression, survival analysis, panel data models, design of experiments, decision trees, machine learning methods).
Responsibilities
- Apply deep expertise in econometric, statistical and machine learning methods to generate critical insights and decision frameworks for our business and customers.
- Communicate technical subject matter clearly and concisely to individuals from various backgrounds.
- Partner with the various lines of business to enhance modeling and analytical framework.
- Work across Capital One entities to create novel analytical solutions to the challenging business problems.
- Identify opportunities to apply quantitative methods, machine learning, and automation solutions to improve business performance and process efficiencies.
- Collaborate in a cross-disciplinary team to build cloud-based solutions grounded in data.
Other
- Communicate technical subject matter clearly and concisely to individuals from various backgrounds.
- Ability to clearly communicate modeling results to a wide range of audiences.
- Drive to develop and maintain high quality and transparent model documentation.
- Strong written and verbal communication skills.
- Strong presentation skills.
