Infrastructure Capacity Planner, Demand Planning

Highlights

• Own medium-range demand forecast across accelerators, CPU, storage and network.
• Connect capacity planning to delivery across clouds, neoclouds and on-prem sites.
• Run weekly plan-vs-reality loop to drive forecast variance toward zero.

What they offer

• Optional equity donation matching
• Generous vacation and parental leave
• Flexible working hours

Ideal candidate

A systems-minded planner who has scaled large technical infrastructure and loves simple, inspectable models that tie research roadmaps to real-world capacity. You care about precision, ownership, and making AI infrastructure efficient.

Requirements

• Experience with capacity, demand, or supply planning for large-scale technical infrastructure (cloud, HPC, hyperscale, or large internal platform)
• Hands-on modeling with SQL against a warehouse and Python/pandas or forecasting/optimization stack
• Understanding of data-center resource classes including accelerators, CPU, storage, egress and managed services
• Preference for simple, inspectable models and instrumenting forecast error
• Bachelor's degree or equivalent combination of education, training and experience