Data Scientist

1 week ago


New York, New York, United States Capital One Full time
  • Key Responsibilities:
    • Conduct research into self-supervised learning and transformer models.
    • Build customer behavioral models that identify trends and patterns related to product usage.
    • Refine integration patterns for encoder and decoder models for downstream use cases.
    • Develop machine learning models through all phases of development, from design through training, evaluation, and validation.
    • Partner with engineering teams to operationalize models in scalable and resilient production systems.
    • Collaborate with business and product teams to conduct experiments that guide improvements to customer experiences and business outcomes.
    • Write software to collect, explore, visualize, and analyze numerical and textual data using tools like Spark and AWS.
  • Requirements:
    • Currently have, or in process of obtaining a Master's Degree in a STEM field, plus 3 years of experience in data analytics, or a PhD with relevant experience.
    • At least 1 year of experience in open source programming languages for large scale data analysis.
    • At least 1 year of experience with machine learning, relational databases, and SQL.
    • Strong foundation in software engineering and experience with AWS.
  • Benefits:
    • Competitive salary and performance-based incentive compensation.
    • Comprehensive set of health, financial, and other benefits.

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