Sr. Data Scientist, Capacity Planning
Core
Build predictive models and optimization algorithms to forecast contact volume and drive operational efficiency for AWS Support.
Role type
Senior IC data scientist (forecasting & optimization)
Builds
Forecasting solutions, optimization models, and data strategy frameworks for AWS Support operations
Domain
Cloud services (AWS) / Operations / Capacity Planning
Deliverable
production ML models
Required skills
statistical modeling, forecasting, combinatorial optimization, machine learning, data querying (SQL), Python, R, Apache Spark, Hadoop
Preferred skills
data visualization, data pipeline management, team leadership
Technologies
Python, R, Apache Spark, Hadoop, AWS QuickSight, Tableau, R Shiny
Responsibilities
Establish data management and strategy frameworks; Collaborate with cross-functional teams to identify data challenges; Conduct research to understand data needs; Leverage large-scale data processing frameworks; Continuously evaluate and improve machine learning models; Develop ML models to forecast outcomes and analyze operational/financial data
Seniority
Senior, hands-on IC