Data Science Innovator

23 hours ago


Waco, Texas, United States Capital One Full time

Capital One Overview

At Capital One, we're dedicated to transforming the banking industry through cutting-edge AI solutions. Our team of innovators works tirelessly to create trustworthy and reliable systems that revolutionize customer experiences.

Salary

The estimated annual salary for this role is $235,000 - $267,500 in New York City (Hybrid On-site), $249,100 - $284,900 in San Francisco, California (Hybrid On-site), and $249,100 - $284,900 in San Jose, California (Hybrid On-site).

Job Description

We're seeking an exceptional Applied Researcher I to join our AI Foundations team. As a key member of our research life cycle, you'll partner with cross-functional teams to deliver AI-powered products that transform customer interactions.

Key Responsibilities:

  • Leverage a broad stack of technologies, including Pytorch, AWS Ultraclusters, Huggingface, Lightning, VectorDBs, and more, to uncover insights hidden within vast amounts of numeric and textual data.
  • Build AI foundation models through all phases of development, from design through training, evaluation, validation, and implementation.
  • Engage in high-impact applied research to bring the latest AI developments into the next generation of customer experiences.

Required Skills and Qualifications

To succeed in this role, you'll need:

  • A PhD in Computer Science, Machine Learning, Computer Engineering, Applied Mathematics, Electrical Engineering, or a related field.
  • Hands-on experience developing AI foundation models and solutions using open-source tools and cloud computing platforms.
  • Expertise in one or more areas, such as training optimization, self-supervised learning, robustness, explainability, RLHF, model sparsification, quantization, training parallelism/partitioning design, gradient checkpointing, model compression, finetuning, or transfer learning.
  • A track record of delivering models at scale, both in terms of training data and inference volumes.

Benefits

Capital One offers a comprehensive benefits package, including health insurance, financial support, and opportunities for growth and development.

Others

This role is expected to accept applications for a minimum of 5 business days. We're committed to diversity and inclusion in the workplace and welcome applicants from diverse backgrounds.



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