Full-Time

Senior Manager

Machine Learning Engineering

Posted on 1/15/2025

Capital One

Capital One

10,001+ employees

Offers diverse financial products and services

Fintech
Financial Services

Compensation Overview

$204.9k - $233.8kAnnually

+ Performance-based incentive compensation + Cash bonuses + Long-term incentives

Senior, Expert

H1B Sponsorship Available

Chicago, IL, USA

Category
Applied Machine Learning
Deep Learning
AI & Machine Learning
Required Skills
Python
Data Science
Machine Learning
Java
Scala

You match the following Capital One's candidate preferences

Employers are more likely to interview you if you match these preferences:

Degree
Experience
Requirements
  • Bachelor’s degree
  • At least 8 years of experience designing and building data-intensive solutions using distributed computing (Internship experience does not apply)
  • At least 4 years of experience programming with Python, Scala, or Java
  • At least 3 years of experience building, scaling, and optimizing ML systems
  • At least 2 years of experience leading teams developing ML solutions
  • At least 4 years of people management experience.
Responsibilities
  • Design, build, and/or deliver ML models and components that solve real-world business problems, while working in collaboration with the Product and Data Science teams.
  • Inform your ML infrastructure decisions using your understanding of ML modeling techniques and issues, including choice of model, data, and feature selection, model training, hyperparameter tuning, dimensionality, bias/variance, and validation.
  • Solve complex problems by writing and testing application code, developing and validating ML models, and automating tests and deployment.
  • Collaborate as part of a cross-functional Agile team to create and enhance software that enables state-of-the-art big data and ML applications.
  • Retrain, maintain, and monitor models in production.
  • Leverage or build cloud-based architectures, technologies, and/or platforms to deliver optimized ML models at scale.
  • Construct optimized data pipelines to feed ML models.
  • Leverage continuous integration and continuous deployment best practices, including test automation and monitoring, to ensure successful deployment of ML models and application code.
  • Ensure all code is well-managed to reduce vulnerabilities, models are well-governed from a risk perspective, and the ML follows best practices in Responsible and Explainable AI.
  • Use programming languages like Python, Scala, or Java.
Desired Qualifications
  • Master's or doctoral degree in computer science, electrical engineering, mathematics, or a similar field
  • 4+ years of on-the-job experience with an industry recognized ML framework such as scikit-learn, PyTorch, Dask, Spark, or TensorFlow
  • 3+ years of experience developing performant, resilient, and maintainable code
  • 3+ years of experience with data gathering and preparation for ML models
  • Experience developing and deploying ML solutions in a public cloud such as AWS, Azure, or Google Cloud Platform
  • 3+ years of experience building production-ready data pipelines that feed ML models
  • Ability to communicate complex technical concepts clearly to a variety of audiences
  • ML industry impact through conference presentations, papers, blog posts, open source contributions, or patents

Capital One offers a range of financial services, including credit cards, savings accounts, car loans, and business checking accounts, primarily in the United States. The company focuses on user-friendly banking solutions with no fees or minimums, making it easier for customers to manage their money. Capital One stands out from competitors through its commitment to financial inclusion and literacy, partnering with organizations to provide educational resources. The goal is to make banking accessible and straightforward for everyone.

Company Size

10,001+

Company Stage

IPO

Total Funding

$15.9M

Headquarters

McLean, Virginia

Founded

2014

Simplify Jobs

Simplify's Take

What believers are saying

  • Increased focus on digital banking enhances Capital One's user-friendly solutions.
  • Growing interest in ESG investing aligns with Capital One's financial inclusion commitment.
  • Fintech partnerships offer opportunities for Capital One Ventures to invest in innovative startups.

What critics are saying

  • Facing multiple lawsuits for allegedly defrauding customers out of $2 billion.
  • Class action lawsuit from influencer accusing Capital One of stealing link commissions.
  • Involvement in Israeli cybersecurity startup may expose Capital One to geopolitical risks.

What makes Capital One unique

  • Capital One leverages data and technology to revolutionize the credit card industry.
  • The company offers user-friendly banking solutions with no fees or minimums for checking accounts.
  • Capital One emphasizes financial literacy through partnerships with organizations like Khan Academy.

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Benefits

Medical, Dental, & Vision coverage

Onsite Health Centers

Prescription saving with network of local pharmacies

Stock Purchase Plan

Education Assistance

401(k)

Flexible Spending Accounts

Life and Disability insurance

Generous paid time off + corporate & floating holidays

Registered dieticians on site, cooking classes and free virtual fitness classes

Employee Assistance Program

Company News

Business Wire
Jan 18th, 2025
NETSTREIT Corp. Announces $275.0 Million in Additional Financing Commitments and Amendments to Existing Credit Facilities

NETSTREIT Corp. (NYSE: NTST) (the “Company”) today announced the closing of $275.0 million in additional financing commitments and amendments to its e

MarketBeat
Jan 17th, 2025
USA Financial Formulas Makes New $242,000 Investment in Capital One Financial Co. (NYSE:COF)

USA Financial Formulas makes new $242,000 investment in Capital One Financial Co. (NYSE:COF).

Social Ambassador
Jan 15th, 2025
Capital One accused of dishonest prospects out of $2 billion

Nonetheless, Capital One later launched the "360 Efficiency Financial savings" possibility, an analogous account.

West Alabama Watchman
Jan 15th, 2025
Capital One accused of defrauding millions of customers by withholding interest rate payments

The US government's consumer watchdog agency is suing Capital One for allegedly cheating millions of consumers and failing to pay over $2 billion in interest to holders of its high-interest savings accounts.

Bilkuj
Jan 15th, 2025
U.S. Consumer Watchdog Sues Capital One Over Alleged $2 Billion Fraud In Savings Accounts

The complaint, filed Tuesday, accuses the bank of deceptive practices related to its "360 Savings" accounts, specifically accusing Capital One of failing to adjust interest rates in line with national increases, and instead offering more favorable rates through a different product without informing existing customers.

Tech in Asia
Jan 15th, 2025
Israeli cybersecurity startup raises $36m seed funding

Orchid Security has announced a US$36 million seed funding round co-led by Team8 and Intel Capital, with additional investments from Capital One and industry leaders, including Jeff Williams, Dror Davidoff, and Zohar Alon.

Law360
Jan 15th, 2025
Influencer Says Capital One Steals Link Commissions

By Sydney Price ( January 14, 2025, 8:57 PM EST) - An online content creator has filed a proposed class action against Capital One over an alleged theft of commissions she says are rightfully owed to those responsible for connecting shoppers with products....

Hoodline
Jan 14th, 2025
Capital One Faces Lawsuit Over Bait and Switch Tactics Cheating Customers Out of 2 Billion Dollars

The Consumer Financial Protection Bureau (CFPB) has filed a lawsuit against Capital One for allegedly deceiving consumers and costing them over $2 billion in potential earnings.

Waka
Jan 14th, 2025
U.S. Government sues Capital One, claiming it cheated customers out of interest payments

The U.S. government's consumer watchdog agency is suing Capital One, accusing it of cheating millions of consumers.

Darden School of Business
Jan 14th, 2025
Q&A: Darden's Solutions for Developing Functional Leadership

A: The School has partnered with Capital One and Kraft Heinz on several specific programs for functional leaders.

American Banker
Jan 14th, 2025
CFPB sues Capital One over high-yield savings accounts

The Consumer Financial Protection Bureau sued Capital One Financial on Tuesday, arguing it cheated some longstanding customers by not offering the high interest rates it offered newer savers.

KVUE
Jan 14th, 2025
iHeartCountry Festival's 2025 lineup has been released

iHeartMedia has announced the lineup for the iHeartCountry Festival, presented by Capital One.

INACTIVE