Applied Scientist, Tabular Foundational Model, AWS

Do you want to work on Tabular Foundational Model (TFM) to evolutionize how enterprises unlock insights from structured data Were building Amazons frontier large-scale tabular foundation model (Mitra family of models) that understands tables nativelyenabling zero-shot analytics automated feature engineering and cross-domain generalization across diverse tabular datasets.

Come join the world class researchers and academics in the AWS AI endeavor and develop the science that powers countless new businesses in cloud computing!

AWS the world-leading provider of cloud services. Our customers bring problems that will give Applied Scientists like you endless opportunities to see your research have a positive and immediate impact in the world. You will have the opportunity to partner with technology and business teams to solve real-world problems have access to virtually endless data and computational resources and to world-class engineers and developers that can help bring your ideas into the world. As part of the team we expect that you will develop innovative solutions to hard problems and publish your findings at peer reviewed conferences and journals.

The scientific topics you are going to work on include but are not limited to: pre-training tabular foundational models (Mitra family of models) on heterogeneous tabular data few-shot adaptation for domain-specific tasks (regression classification) agentic feature engineering for handling high-cardinality features and missing data patterns etc.

- 3 years of building machine learning models for business application experience
- PhD or Masters degree and 6 years of applied research experience
- Experience programming in Java C Python or related language
- Experience with neural deep learning methods and machine learning

- Experience with modeling tools such as R scikit-learn Spark MLLib MxNet Tensorflow numpy scipy etc.
- Experience with large scale distributed systems such as Hadoop Spark etc.

Amazon is an equal opportunity employer and does not discriminate on the basis of protected veteran status disability or other legally protected status.

Our inclusive culture empowers Amazonians to deliver the best results for our customers. If you have a disability and need a workplace accommodation or adjustment during the application and hiring process including support for the interview or onboarding process please visit for more information. If the country/region youre applying in isnt listed please contact your Recruiting Partner.

The base salary range for this position is listed below. Your Amazon package will include sign-on payments and restricted stock units (RSUs). Final compensation will be determined based on factors including experience qualifications and location. Amazon also offers comprehensive benefits including health insurance (medical dental vision prescription Basic Life & AD&D insurance and option for Supplemental life plans EAP Mental Health Support Medical Advice Line Flexible Spending Accounts Adoption and Surrogacy Reimbursement coverage) 401(k) matching paid time off and parental leave. Learn more about our benefits at WA Seattle - 167100.00 - 226100.00 USD annually