Experience with data center build and deployment planning or cloud infrastructure capacity planning.
Experience with networking hardware such as Ethernet switches, NICs, DPUs/SmartNICs, optical transceivers, cables, or related components.
Familiarity with data center networking architectures and high-performance/AI networking.
Experience developing models that connect data center builds and network architecture to BOM and SKU-level demand.
Experience with networking or semiconductor supply chains, including lead times, constraints, allocation, substitutions, and technology transitions.
Experience with time-series forecasting, probabilistic forecasting, machine learning, optimization, simulation, or other advanced analytical methods.
Experience building data pipelines, analytical datasets, dashboards, or planning tools.
Experience using GenAI or automation to improve planning and forecasting processes.
Experience presenting planning analysis and recommendations to senior engineering or business leadership.