Technical Program Manager, Model Deployment & Capacity

📋 Description

• Own cross-functional programs for Chat capacity forecasting, allocation, headroom planning, and
• Build durable intake, prioritization, and decision mechanisms that connect product demand and model
• Partner with product, research, inference, fleet, and capacity teams to develop scenarios, surface
• Lead model deployment readiness and rollout planning, including serving-capacity allocation, launch
• Establish clear readiness gates, risk reviews, rollback criteria, and escalation paths for model
• Drive launch coordination through deployment and post-launch learning, turning recurring gaps and

🎯 Requirements

• Have led complex technical programs in infrastructure, distributed systems, capacity planning
• Can reason credibly about demand, supply, headroom, reliability, latency, and quality tradeoffs
• Have built operating mechanisms or tooling that replaced fragmented, manual workflows with scalable
• Are effective in high-ambiguity, constrained environments where priorities change and decisions
• Build alignment across research, engineering, product, finance or capacity planning, and operations
• Use metrics to guide decisions, identify bottlenecks, and demonstrate measurable improvements in

🎁 Benefits

• Offers Equity
• Salary range: $257K – $445K