Infrastructure Capacity Planner Demand Planning Jobs in San Francisco, CA

As an Infrastructure Capacity Planner on the Demand Planning team, you'll own the medium-range demand forecast for every resource class we consume: accelerators

Have directly managed demand forecasting, supply planning, allocations, and capacity operations for CPU or cloud compute infrastructure.

Take the Demand Planning forecast plus direct input from research, pretraining, and inference planners, and convert it into concrete accelerator, interconnect

Scale the data infrastructure behind capacity planning.

meet rapidly growing demand.

The Capacity Engineering team is responsible for making sure all our infrastructure resources are accounted for, well-utilized, and efficiently allocated.

…Deployment, and Finance to translate infrastructure demand into an executable systems plan.

You will connect demand forecasting and capacity allocation with model readiness, rollout planning, launch coordination, and post-deployment learning.

Build applications that connect infrastructure delivery, fleet health, capacity utilization, product demand, and financial planning into a shared

Partner with Capacity Planning, Research, and infrastructure teams to reconcile demand with available supply.

…and budget, checking that new capacity fits the plan before we commit Bring new capacity online and lead transitions

…and operationalize systems to capture demand signals, model future capacity needs, and align infrastructure planning across internal teams

…a highly motivated Senior Mine Planner to lead strategic mine planning, opportunity evaluation