Sr. Data Scientist, OTS - Data ANCHOR Team
Core
Design, develop, and deploy machine learning models for IT operations forecasting, severity triaging, anomaly detection, and resource allocation to improve Amazon's global IT infrastructure reliability.
Role type
Senior IC data scientist (IT operations)
Builds
Production ML models, automated pipelines, and analytical frameworks for IT incident management and capacity planning.
Domain
IT Operations & Infrastructure
Deliverable
production ML models
Required skills
SQL, Python, statistical modeling (multinomial logistic regression), time-series forecasting, anomaly detection, model deployment, experiment design, data quality monitoring
Preferred skills
Data visualization (QuickSight, Tableau), data pipeline management, AWS technologies (Redshift, S3, Glue, EMR, Kinesis, Lambda)
Technologies
AWS SageMaker, AWS Step Functions, AWS Lambda, AWS Redshift, AWS QuickSight, Tableau, R Shiny
Responsibilities
Forecast IT service demand and capacity; build severity classification and triaging models; develop anomaly detection systems; create econometric frameworks for impact measurement; productionize ML models via AWS pipelines; design experiments to validate model performance; establish data quality monitoring standards; mentor junior team members.
Seniority
Senior, hands-on IC