Full-Time

Senior Machine Learning Engineer

Posted on 11/13/2024

Capital One

Capital One

10,001+ employees

Offers diverse financial products and services

Fintech
Financial Services

Senior

No H1B Sponsorship

Plano, TX, USA + 2 more

More locations: McLean, VA, USA | Richmond, VA, USA

Category
Applied Machine Learning
Deep Learning
AI & Machine Learning
Required Skills
Python
Data Science
Tensorflow
Pytorch
Apache Spark
Java
Scala
Requirements
  • Bachelor’s degree
  • At least 4 years of experience programming with Python, Scala, or Java (Internship experience does not apply)
  • At least 3 years of experience designing and building data-intensive solutions using distributed computing
  • At least 2 years of on-the-job experience with an industry recognized ML frameworks (scikit-learn, PyTorch, Dask, Spark, or TensorFlow)
  • At least 1 year of experience productionizing, monitoring, and maintaining models
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.

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 for checking accounts, making it easier for customers to manage their finances. Capital One differentiates itself by emphasizing financial inclusion and literacy, partnering with organizations to provide educational resources. Their goal is to make banking more accessible and straightforward for everyone.

Company Stage

IPO

Total Funding

$15.9M

Headquarters

McLean, Virginia

Founded

2014

Simplify Jobs

Simplify's Take

What believers are saying

  • Partnership with Minna Technologies positions Capital One as a leader in subscription management.
  • Collaboration with Worldpay enhances payment security, addressing payment fraud concerns.
  • Recognition by HITEC as 2024 Corporation of the Year boosts brand reputation.

What critics are saying

  • Increased competition in subscription management may dilute Capital One's first-mover advantage.
  • Key executive departures, like Joe Rodriguez, could impact risk management capabilities.
  • Focus on mobile banking may attract regulatory scrutiny over data privacy and security.

What makes Capital One unique

  • Capital One offers user-friendly banking with no fees or minimums for checking accounts.
  • The company emphasizes financial inclusion through community partnerships and philanthropic efforts.
  • Capital One's mobile app provides innovative subscription management tools for credit card users.

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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

INACTIVE