Principal Associate
11 hours ago
Principal Associate - Data Scientist, Marketing Analytics
Responsibilities- We want to build sophisticated machine learning models to better understand which prospects or existing customers we should reach out to and in what channels and at what frequency, models to assess customer value and personalize treatments.
- We work with a number of partner teams to ensure that the models drive business value and can be used in decision making and in marketing campaigns.
- Build machine learning models through all phases of development, from design through training, validation, and deployment.
- Help our business leaders make better decisions by conducting rigorous statistical analyses of various business strategies.
- Partner with a cross-functional team of data scientists, data engineers, software engineers, business analysts, and product managers to deliver a product customers love.
- Leverage a broad stack of technologies — Python, R, Dask, SQL, AWS, and more — to build and monitor models and deliver transformational insights from data.
- You address business problems using actionable analyses and data science solutions.
- You have hands-on experience developing data science solutions using open-source packages.
- You’re comfortable with Python, SQL, command line, AWS, etc.
- You are able to write well documented and efficient code that is production-grade and that your team can leverage.
- You know how to work with messy data sources.
- Is statistically-minded.
- You have experience with hypothesis testing, regression models, classification models, and clustering.
- Has strong written and verbal communication skills.
- Your documentation clearly articulates your thinking and you can communicate results well to your peers and other technical and business leaders.
- You take initiative, iterate quickly, and know how to move past challenges.
- Currently has, or is in the process of obtaining a Bachelor’s Degree plus 5 years of experience in data analytics, or currently has, or is in the process of obtaining a Master’s Degree plus 3 years in data analytics, or currently has, or is in the process of obtaining a PhD, with an expectation that required degree will be obtained on or before the scheduled start date.
- At least 1 year of experience in open source programming languages for large scale data analysis.
- At least 1 year of experience with machine learning.
- At least 1 year of experience with relational databases.
- Capital One offers a comprehensive, competitive, and inclusive set of health, financial, and other benefits that support your total well-being.
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