43 applicants

Company

Original Job Post

Capital One · 6 days ago

Manager, Data Science - Emerging ML

Cambridge, MA

Full-time

Onsite

Mid Level

$201K/yr - $230K/yr

4+ years exp

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Comp. & Benefits

Insider Connection @Capital One

Discover valuable connections within the company who might provide insights and potential referrals, giving your job application an inside edge.

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

Find out how your skills align with this job's requirements. If anything seems off, you can easily click on the tags to select or unselect skills to reflect your actual expertise.

Open Source ProgrammingMachine LearningRelational DatabasesPythonScalaRSQLAWSSoftware Engineering

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

Glassdoor

3.9

Capital One is a diversified banking company that offers early and later stage venture, and debt financing investments.

Founded in 1994

Mclean, Virginia, USA

10,001+ employees

http://www.capitalone.com

H1B Sponsorship

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Distribution of Different Job Fields Receiving Sponsorship

Trends of Total Sponsorships

2023 (369)

2022 (881)

2021 (774)

2020 (816)