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Staff Machine Learning Scientist

2 months ago

Austin, Texas, United States Visa Full time
About the Role

Visa is a leading payments technology company seeking a highly skilled Staff Machine Learning Scientist to join our Research team. As a key member of our team, you will be responsible for conducting world-class research in data analytics and contributing to the long-term research agenda in large-scale data analytics and machine learning.

Key Responsibilities
  • Formulate business problems as technical data problems and collaborate with product stakeholders to ensure key business drivers are captured.
  • Work with product engineering to ensure implementability of solutions and deliver prototypes and production code as needed.
  • Experiment with in-house and third-party data sets to test hypotheses on relevance and value of data to business problems.
  • Build needed data transformations on structured and unstructured data and develop and experiment with modeling and scoring algorithms.
  • Devise and implement methods for adaptive learning with controls on effectiveness, methods for explaining model decisions where necessary, model validation, A/B testing of models, and devise and implement methods for efficiently monitoring model effectiveness and performance in production.
  • Contribute to the development and adoption of shared predictive analytics infrastructure.
Requirements
  • PhD in Computer Science, Operations Research, Statistics, or a highly quantitative field with strength in Deep Learning, Machine Learning, Data Analytics, Statistical or other mathematical analysis.
  • Solid background and hands-on experience with building Machine Learning, Deep Learning, and AI models.
  • Excellent understanding of algorithms and data structures and ability to program in one or more scripting languages such as Perl or Python and one or more programming languages such as Java, C++, or C#.
  • Experience working with large datasets using tools like Hadoop, MapReduce, Spark, Hive, or Flink is a plus.
  • Excellent analytic and problem-solving capability combined with ambition to solve real-world problems.
About Visa

Visa is a world leader in payments and technology, with over 259 billion payments transactions flowing safely between consumers, merchants, financial institutions, and government entities in more than 200 countries and territories each year. Our mission is to connect the world through the most innovative, convenient, reliable, and secure payments network, enabling individuals, businesses, and economies to thrive while driven by a common purpose – to uplift everyone, everywhere by being the best way to pay and be paid.