Performance & Capacity Engineer, Infrastructure Services
Core
Develop intelligent analytical tools, predictive models, and data-driven solutions to support capacity planning, traffic forecasting, and performance optimization for Apple's Core Backbone and Internet Edge network.
Role type
Senior IC data scientist (network infrastructure)
Builds
Predictive models, analytical tools, and interactive dashboards for global network operations
Domain
Telecommunications / Network Infrastructure
Deliverable
dashboards & analysis
Required skills
Python, mathematical modeling, statistical analysis, time-series forecasting, data visualization, SQL/NoSQL, AI/ML techniques
Preferred skills
Linux/Unix, containerization (Docker, Kubernetes), CI/CD, Pandas, NumPy, Scikit-Learn, network telemetry concepts
Technologies
Python, PostgreSQL, MySQL, NoSQL, Flask, FastAPI, React, Dash, Streamlit, Docker, Kubernetes, CI/CD
Responsibilities
Develop mathematical and statistical models for capacity planning and demand forecasting; Analyze large-scale network telemetry to identify traffic patterns and anomalies; Design and develop interactive dashboards to communicate analytical findings; Build scalable data processing pipelines for network performance datasets; Apply AI/ML techniques to automate anomaly detection and enhance forecasting accuracy; Run scenario analysis to test network capacity under various conditions.
