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Infrastructure Capacity Planner, Demand Planning

Menlo Ventures Portfolio

New York, NY · full time

$320,000 – $405,000

Listed on Menlo Ventures Portfolio’s own careers site. You apply with them directly — we never stand between you and the employer.

What this role is

This role involves building and maintaining demand forecasts across Anthropic's rapidly expanding infrastructure, translating research roadmaps and hardware needs into concrete resource requirements for accelerators, compute, storage, and services. The position suits engineers or operations professionals with hands-on experience forecasting at scale and a knack for turning data into actionable capacity plans.

Our summary, not Menlo Ventures Portfolio’s wording. The full posting is on their site.

Skills this role names

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What they ask for

Required

  • Capacity, demand, or supply planning experience for large-scale technical infrastructure
  • Build forecasting models directly using SQL, Python, pandas, or forecasting/optimization tools
  • Understanding of data-center resource classes and their forecasting characteristics
  • Preference for simple, inspectable models with instrumented forecast error measurement

Nice to have

  • Cloud or neocloud reserved-capacity, private offers, or capacity commitments experience
  • Accelerator fleet demand planning or forecasting experience
  • Data center or colocation delivery experience with power, space, and network planning
  • Accelerator health, collective-communications testing, or fleet-health SLO experience
  • Experience building lifecycle or state-machine services for infrastructure assets
  • Experience onboarding new hardware generations into scheduler and observability stacks

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