Full-Time

Senior Machine Learning Engineer

Confirmed live in the last 24 hours

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, 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 Stage

IPO

Total Funding

$15.9M

Headquarters

McLean, Virginia

Founded

2014

Simplify Jobs

Simplify's Take

What believers are saying

  • Capital One's extensive range of financial products and services provides ample opportunities for career growth and specialization.
  • The company's commitment to financial inclusion and literacy offers employees a chance to make a meaningful impact on communities.
  • Strategic partnerships and investments, such as those with Stripe, Adyen, and StrongDM, indicate a forward-thinking approach and potential for innovation.

What critics are saying

  • The competitive financial services landscape requires Capital One to continuously innovate to maintain its market position.
  • The end of the consumer card partnership with Walmart could impact customer acquisition and revenue streams.

What makes Capital One unique

  • Capital One's focus on financial inclusion and no-fee banking solutions sets it apart from traditional banks that often have more restrictive fee structures.
  • Their strategic partnerships with fintech giants like Stripe and Adyen for fraud prevention highlight their commitment to leveraging technology for enhanced security.
  • Capital One's collaboration with educational platforms like Khan Academy underscores their dedication to financial literacy, a unique value proposition in the financial services sector.

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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