Sr./Staff TPM - Inference Capacity

Lead capacity planning and fleet strategy for the Inference Service organization, translating customer contracts and model launches into a rolling capacity plan across clusters. Own forecasting and utilization reporting, support new datacenter bring-up for production readiness, and manage allocation and cluster placement with SRE and product teams. Drive adoption of internal capacity management tools, proactively track capacity risks and bottlenecks, and maintain Jira EPICs and Confluence pages for cross-team execution transparency.