Principal Associate, Data Scientist - Card Dfs Integration

Capital One Capital One · Banking · McLean, VA +2

Data Scientist role focused on building and implementing machine learning models for the Discover Card portfolio within a fintech domain. The role involves partnering with cross-functional teams, leveraging technologies like Python, AWS, and Spark, and handling large datasets. Experience in model development lifecycle, including training, evaluation, and validation, is required, with a focus on statistical modeling and various ML techniques.

What you'd actually do

  1. Partner with a cross-functional team of data scientists, software engineers, and product managers to deliver a product customers love
  2. Leverage a broad stack of technologies - Python, Conda, AWS, H2O, Spark, and more - to reveal the insights hidden within huge volumes of numeric and textual data
  3. Build machine learning models through all phases of development, from design through training, evaluation, validation, and implementation
  4. Flex your interpersonal skills to translate the complexity

Skills

Required

  • Python
  • AWS
  • Spark
  • SQL
  • clustering
  • classification
  • sentiment analysis
  • time series
  • deep learning

Nice to have

  • Scala
  • R
  • H2O
  • Conda

What the JD emphasized

  • quantitative field
  • data analytics
  • machine learning
  • SQL

Other signals

  • build machine learning models through all phases of development
  • design through training, evaluation, validation, and implementation
  • experience with clustering, classification, sentiment analysis, time series, and deep learning
  • experience with machine learning