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Technical Program Manager, Model Deployment & Capacity

🕒 2 days ago
Technical Program ManagementCapacity PlanningModel DeploymentDemand Forecasting

📜 Description

  • Own cross-functional programs for Chat capacity forecasting, allocation, and constrained-capacity operations.
  • Build durable intake, prioritization, and decision mechanisms connecting product demand to available serving capacity.
  • Partner with product, research, inference, fleet, and capacity teams to drive timely allocation decisions.
  • Lead model deployment readiness and rollout planning, including validation and operational handoffs.
  • Establish clear readiness gates, risk reviews, and escalation paths for model deployments.
  • Drive launch coordination and post-launch learning, improving tooling and operating practices.

🛠️ Requirements

  • Experience leading complex technical programs in infrastructure or large-scale deployment environments.
  • Ability to reason about demand, supply, and reliability tradeoffs, translating them into executable plans.
  • Experience building operating mechanisms or tooling that replace manual workflows with scalable systems.
  • Effective in high-ambiguity environments where priorities change and decisions require explicit tradeoffs.
  • Strong communication skills, able to convey technical details and operational execution clearly.
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