Data Science Expert for Emerging Technologies

7 days ago


San Francisco, California, United States Capital One Full time

Transform the financial services industry with Capital One as a Data Scientist on our Emerging ML team.

About Us

We're a leader in data-driven decision-making, leveraging cutting-edge technologies to improve customer experiences and business outcomes. Our passion for innovation has taken us from disrupting the credit card industry to becoming a Fortune 200 company.

The Opportunity

We're seeking a skilled Data Scientist to join our Emerging ML team, focusing on research and development of new technologies within Artificial Intelligence, particularly Embeddings and Foundation Models. You'll work closely with product and engineering teams to connect emerging technologies with business-critical use cases across our lines of business.

Responsibilities

You'll be responsible for:

  • Conducting research into self-supervised learning, transformer models, and representation learning
  • Building customer behavioral models that identify trends, patterns, and relationships related to product usage
  • Refining integration patterns for encoder and decoder models for downstream use cases

This is an individual contributor position where you'll work at all phases of the data science lifecycle, including building machine learning models, partnering with engineering teams to operationalize them, and writing software to collect, explore, visualize, and analyze numerical and textual data.

Requirements

To succeed in this role, you'll need:

  • Curious and creative problem-solving skills
  • Hands-on experience developing data science solutions from concept to production using open source tools and modern cloud computing platforms
  • Statistical knowledge, including model building, validation, and backtesting
  • Experience with clustering, classification, sentiment analysis, time series analysis, and deep learning
  • Customer and product orientation, sharing our passion for changing banking for good

Basic qualifications include a Bachelor's Degree plus 3 years of experience in data analytics or a Master's Degree plus 1 year of experience in data analytics. Preferred qualifications include a Master's Degree in a STEM field or a PhD in a STEM field, along with experience working with AWS and specific programming languages.

What We Offer

We offer a competitive salary of $140,000 - $180,000 per annum, depending on location and experience. Additionally, you'll have access to professional growth opportunities, flexible work arrangements, and a comprehensive benefits package.



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