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Infrastructure Capacity Planner, Demand Planning

Anthropic· Software Engineering - Infrastructure
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Hybrid (San Francisco, CA), Hybrid (New York City, NY)$320k - $405kFull-timePosted 2mo ago

About the role

Infrastructure Capacity Planner responsible for medium-range multi-resource demand forecasting (accelerators, CPU, storage, network, managed services) to support sourcing, budgeting, workload optimization, and capacity enforcement at Anthropic.

Responsibilities

  • Build and own the medium-range multi-resource demand forecast: accelerators by chip/interconnect class, CPU by shape, storage by tier and access pattern, egress by path, managed services by SKU — driven by model roadmap, RL/inference growth, eval volume, and retention policy rather than trend lines.

Qualifications

  • Have done capacity, demand, or supply planning for large-scale technical infrastructure (cloud, HPC, hyperscale, or a large internal platform) and can articulate the difference between a forecast, a plan, and an allocation.
  • Build the model yourself rather than specifying it for someone else: SQL against a warehouse, Python/pandas or a proper forecasting/optimization stack.
  • Understand data-center resource classes well to know why storage and egress don't forecast like GPUs, and why a contract's headline chip count is rarely the binding constraint.
  • Prefer simple, inspectable models to clever opaque ones, and instrument your own forecast error.

Skills

Required:Capacity planningForecasting and modelingData-center resource understanding

Benefits

  • Competitive compensation and benefits, optional equity donation matching, generous vacation and parental leave, flexible working hours, and a collaborative office space.
Last updated Aug 12, 2026. Interested? Apply on the company site.

About Anthropic

building reliable, interpretable, and steerable AI systems

Anthropic is an AI safety and research company that's working to build reliable, interpretable, and steerable AI systems.

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