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AI Infrastructure Operations, Demand Planning

Menlo Ventures Portfolio

New York, NY · Senior

$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 manages the planning and execution of large-scale AI accelerator infrastructure deployments, translating capacity forecasts into concrete hardware and resource requirements, then tracking delivery through to operational use. It suits someone with deep experience delivering multi-region cloud or HPC infrastructure at scale who can bridge forecasting, procurement, and operational execution.

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

  • Large-scale infrastructure delivery experience (multi-region cloud, HPC, or ≥10k accelerators)
  • Technical depth from cluster orchestration through planning telemetry
  • SQL and Python proficiency
  • Bachelor's degree in a technical field or equivalent engineering track record

Nice to have

  • Reserved-capacity or private-offer experience with cloud or neocloud providers
  • Demand-planning translation and variance analysis
  • Data center or colocation delivery experience (power, space, network, vendor management)
  • Accelerator health assessment and fleet-health SLO definition
  • Systems of record or lifecycle services for infrastructure assets
  • Hardware generation onboarding into scheduler and observability stacks

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