Manager, Data Science - Consumer Identity Machine Learning

Capital One Financial

Actively hiring Posted this week
San Jose, CA · McLean, VA · New York, NY Posted 4 days ago $197,300–$225,100 / year
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At a glance

AI generated

TL;DR

The Manager of Data Science role within Capital One’s Consumer Identity Machine Learning team involves leading the development of real-time, personalized customer experiences across digital platforms such as websites and mobile apps. This position requires building machine learning models that analyze billions of clickstream events to predict customer behavior and enhance user interactions while ensuring data accuracy and security against fraud. Day-to-day responsibilities include collaborating with engineering teams to operationalize scalable production systems serving over 50 million customers, conducting experiments to improve business outcomes in areas like marketing and fraud prevention, and writing software using Python and tools like Spark to process large datasets. Ideal candidates are innovative, technically proficient statisticians who can handle big data challenges and have experience validating and back-testing models.

Skills

Python Spark Machine Learning Data Modeling CI/CD AWS Kubernetes Docker PostgreSQL MySQL SQL NoSQL Scikit-learn Pandas NumPy Matplotlib Seaborn TensorFlow Keras Hadoop Jupyter Notebook

What you'll do

  • Develop real-time customer behavior models using billions of clickstream events.
  • Build machine learning models to anticipate and meet customers' needs instantly.
  • Ensure accuracy of critical customer data by developing anti-fraud models.
  • Collaborate with engineering teams to operationalize models in production systems.
  • Conduct experiments to improve customer experiences and business outcomes.

What we're looking for

  • Experienced in building and validating machine learning models through all phases of development.
  • Proficient in using Python for data collection, exploration, visualization, and analysis.
  • Capable of working with large datasets (billions of records) using tools like Spark.
  • Skilled in partnering with engineering teams to operationalize models in production systems.
  • Experienced in conducting experiments to improve customer experiences and business outcomes.
  • Statistically-minded with a strong background in data science and machine learning.

Employer

About Capital One Financial

Capital One Financial is a bank holding company specializing in credit cards, auto loans, banking, and savings products, known for its data-driven approach to consumer and commercial finance. Industry: Financial Services & Banking

Capital One Financial currently has 535 open roles on FindRole.

Listed pay typically runs $197,300–$225,100 across 531 roles with salary data.

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