Full-Time

AI Engineer

Posted on 11/21/2024

Capital One

Capital One

10,001+ employees

Offers diverse financial products and services

Fintech
Financial Services

Compensation Overview

$146.7k - $167.5kAnnually

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

Junior, Mid

H1B Sponsorship Available

San Francisco, CA, USA + 3 more

More locations: San Jose, CA, USA | Remote in USA | New York, NY, USA

Hybrid positions in New York City, San Francisco, and San Jose.

Category
Applied Machine Learning
Deep Learning
Natural Language Processing (NLP)
AI & Machine Learning
Required Skills
Microsoft Azure
Python
Pytorch
Java
C#
AWS
Go
Scala
C/C++
Google Cloud Platform
Requirements
  • Bachelor's degree in Computer Science, Engineering, or AI plus at least 2 years of experience developing AI and ML algorithms or technologies, or Master's degree
  • At least 2 years of experience programming with Python, Go, Scala, or Java
  • 2 years of experience deploying scalable and responsible AI solutions on cloud platforms (e.g. AWS, Google Cloud, Azure, or equivalent private cloud)
  • Experience developing, delivering, and supporting AI components
  • Experience developing AI and ML algorithms or technologies (e.g. LLM Inference, Similarity Search and VectorDBs, Guardrails, Memory) using Python, C++, C#, Java, or Golang
  • Master's degree in Computer Science, Computer Engineering, or relevant technical field
  • Experience developing and applying state-of-the-art techniques for optimizing training and inference software to improve hardware utilization, latency, throughput, and cost
Responsibilities
  • Partner with a cross-functional team of engineers, research scientists, technical program managers, and product managers to deliver AI-powered products that change how our associates work and how our customers interact with Capital One.
  • Design, develop, test, deploy, and support AI software components including foundation model training, large language model inference, similarity search, guardrails, model evaluation, experimentation, governance, and observability, etc.
  • Leverage a broad stack of Open Source and SaaS AI technologies such as AWS Ultraclusters, Huggingface, VectorDBs, Nemo Guardrails, PyTorch, and more.
  • Invent and introduce state-of-the-art LLM optimization techniques to improve the performance — scalability, cost, latency, throughput — of large scale production AI systems.
  • Contribute to the technical vision and the long term roadmap of foundational AI systems at Capital One.

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