Capital One is a Fortune 200 company and a leader in data-driven decision-making. As a Data Scientist at Capital One, you’ll be part of a team that’s leading the next wave of disruption at a whole new scale, using the latest in computing and machine learning technologies and operating across billions of customer records to unlock the big opportunities that help everyday people save money, time and agony in their financial lives.
Requirements
- At least 4 years of experience leveraging open source programming languages for large scale data analysis
- At least 4 years of experience working with machine learning
- At least 4 years of experience utilizing relational databases
- At least 1 year of experience working with AWS
- At least 5 years of experience in Python, Scala, or R for large scale data analysis
- At least 5 years of experience with machine learning
- Experience with clustering, classification, sentiment analysis, time series, and deep learning
Responsibilities
- Leverage a broad stack of technologies — Python, Conda, AWS, H2O, Spark, and more — to reveal the insights hidden within huge volumes of numeric and textual data
- Build machine learning models through all phases of development, from design through training, evaluation, validation, and implementation
- Flex your interpersonal skills to translate the complexity of your work into tangible business goals
- Retrieve, combine, and analyze data from a variety of sources and structures
- Develop data science solutions using open-source tools and cloud computing platforms
- Build models, validate them, and backtest them
- Interpret a confusion matrix or a ROC curve
Other
- Partner with a cross-functional team of data scientists, software engineers, and product managers to deliver a product customers love
- Customer first. You love the process of analyzing and creating, but also share our passion to do the right thing.
- Innovative. You continually research and evaluate emerging technologies.
- Creative. You thrive on bringing definition to big, undefined problems.
- A leader. You challenge conventional thinking and work with stakeholders to identify and improve the status quo.
