Tax Engine Model Lead

2 days ago


Vancouver, British Columbia, Canada Amazon Full time

Amazon Tax Platform Services is a dynamic team that develops machine learning models for the company's tax calculation platform. As an Applied Scientist, you will provide leadership to the team responsible for increasing the accuracy of tax classification based product information in Amazon's catalogue.

About Us

We are responsible for providing the core services that calculate taxes for all Amazon sales, globally. Our challenges include staying on top of complex and ever-changing global tax legislations as well as computing calculations correctly and quickly, thousands of times a second.

Your Role

You will work with large language models to build various machine learning models to predict accuracy of human tasks, reason with large volumes of system changes to identify causal determinants, and apply generative AI to model outcomes from sparse data.

Responsibilities

  • Develop machine learning models to improve tax classification accuracy
  • Work with large language models to predict accuracy of human tasks
  • Reason with large volumes of system changes to identify causal determinants
  • Apply generative AI to model outcomes from sparse data
  • Collaborate with SDEs, Product managers, and businesses to innovate different ways to enhance tax classification experience for global customers

Requirements

  • 5+ years of building machine learning models for business applications
  • PhD or Master's degree and 6+ years of applied research experience
  • Experience programming in Java, C++, Python, or related languages
  • Experience with neural deep learning methods and machine learning
  • Experience with large-scale machine learning systems, including profiling and debugging, and understanding of system performance and scalability

What We Offer

  • A base salary ranging from $195,900/year up to $327,200/year, dependent on job-related knowledge, skills, and experience
  • Equity, sign-on payments, and other forms of compensation may be provided as part of a total compensation package
  • A full range of medical, financial, and/or other benefits

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