Capital One · 1 week ago
Manager, Data Science - Emerging ML
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Responsibilities
Build machine learning models through all phases of development, from design through training, evaluation and validation, and partner with engineering teams to operationalize them in scalable and resilient production systems that serve 50+ million customers.
Partner closely with a variety of business and product teams across Capital One to conduct the experiments that guide improvements to customer experiences and business outcomes in domains like marketing, servicing and fraud prevention.
Write software (Python, Scala, e.g.) to collect, explore, visualize and analyze numerical and textual data (billions of customer transactions, clicks, payments, etc.) using tools like Spark and AWS.
Qualification
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Required
Bachelor’s Degree plus 6 years of experience in data analytics, or Master’s Degree plus 4 years of experience in data analytics, or PhD plus 1 year of experience in data analytics
At least 2 years of experience in open source programming languages for large scale data analysis
At least 2 years of experience with machine learning
At least 2 years of experience with relational databases
Preferred
PhD in STEM field plus 3 years of experience in data analytics
Experience building transformer models at scale (>100M parameters)
Understanding of self-supervised learning methods
Strong foundation in software engineering
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 with machine learning
At least 4 years’ experience with SQL
Benefits
Financial Benefits
Inclusive Well-being Support
Company
Capital One
Capital One is a diversified banking company that offers early and later stage venture, and debt financing investments.
H1B Sponsorship
Capital One has a track record of offering H1B sponsorships. Please note that this does not
guarantee sponsorship for this specific role. Below presents additional info for your
reference. (Data Powered by US Department of Labor)
Distribution of Different Job Fields Receiving Sponsorship
Trends of Total Sponsorships
2023 (369)
2022 (881)
2021 (774)
2020 (816)
Funding
Current Stage
Public CompanyTotal Funding
$954MKey Investors
Berkshire Hathaway
2023-05-15Post Ipo Equity· $954M
1994-11-25IPO· nyse:COF
Recent News
Business Journals
2024-06-05
2024-06-04
San Francisco Business Times
2024-06-04
Company data provided by crunchbase