Applied Scientist, Amazon Redshift

Amazon Web Services (AWS) · Redmond, WA · Yesterday

AnalystFull-time

About the role

AWS values diverse experiences. Even if you do not meet all of the preferred qualifications and skills listed in the job description, we encourage candidates to apply. If your career is just starting, hasn’t followed a traditional path, or includes alternative experiences, don’t let it stop you from applying.

Responsibilities

Research and develop deep learning models that power resource prediction for one of the world's largest cloud data warehouses.
Take ownership of the end-to-end ML lifecycle, from problem formulation and data analysis to model training, evaluation, and production deployment.
Design novel approaches to understand queries and predict resource needs across diverse and evolving workloads.
Run experiments at scale on real production data, and collaborate closely with systems engineers to deliver low-latency inference in a highly available environment.
Publish your research at top-tier academic venues and contribute to the broader ML-for-systems community.
Help shape the science roadmap for autonomous database operations while mentoring fellow scientists and engineers.

Requirements

Basic Qualifications:

3+ years of building models for business application experience
PhD, or Master's degree and 4+ years of CS, CE, ML or related field experience
Experience programming in Java, C++, Python or related language
Experience programming with at least one modern language such as Java, C++, or C# including object-oriented design

Preferred Qualifications:

Experience in state-of-the-art deep learning models architecture design and deep learning training and optimization and model pruning
Experience in solving business problems through machine learning, data mining and statistical algorithms
Experience in patents or publications at top-tier peer-reviewed conferences or journals

Qualifications

Amazon is an equal opportunity employer and does not discriminate on the basis of protected veteran status, disability, or other legally protected status. Pursuant to the Los Angeles County Fair Chance Ordinance, we will consider for employment qualified applicants with arrest and conviction records.

Benefits