Data Scientist II, AWS Managed Operations Intelligence (MOI) - Data Science
Core
Lead research and thought leadership to drive data and insight strategy for AWS Managed Operations, serving as a Full Stack Data Scientist responsible for the end-to-end data science lifecycle.
Role type
Senior IC data scientist (decision science & ML)
Builds
Production ML models, data pipelines, and advanced metrics/KPIs for AWS Operations and Site Reliability Engineering teams.
Domain
Cloud infrastructure operations & data science
Deliverable
production ML models | dashboards & analysis
Required skills
Machine learning/statistical modeling, data querying (SQL), scripting (Python), data visualization, data pipeline design, metric development, confidence intervals, error measurement analysis
Preferred skills
Clustered data processing (Hadoop, Spark, Map-reduce, Hive), experience at a large technology company
Technologies
Spark, Airflow, Hugging Face
Responsibilities
Work with large and complex data sets to solve challenging problems using different analytical approaches; Develop ML/AI models and partner with software teams to productionalize these models; Design and implement data pipelines; Define and develop advanced, customized metrics and KPIs; Continuously monitor and evaluate the performance of metrics
Seniority
Senior, hands-on IC