AI Infrastructure Operations Demand Planning

AI safety and research company building reliable, interpretable, and steerable AI systems, including the Claude product family and developer platform.

San Francisco, United States
About Anthropic

Anthropic PBC develops frontier AI systems and deploys them through Claude products and the Claude Platform, with a stated focus on safety, interpretability, and steerability.

View jobs by Anthropic

Skills

Candidate Availability

Required and preferred rules are kept separate and reflect the wording in the original posting.

About the Role

You will translate demand forecasts into infrastructure requirements, assess delivery readiness, manage capacity bring-up schedules, automate readiness workflows, and report delivery variance, time-to-occupied, and portfolio risks.

Requirements

  • Experience delivering large-scale infrastructure at multi-region scale or equivalent capacity
  • Knowledge of cluster orchestration and node health
  • Experience with telemetry and planning data
  • SQL
  • Python
  • Technical degree or equivalent engineering track record

Responsibilities

  • Translate forecasts into per-tranche infrastructure requirements
  • Represent requirements in sourcing negotiations and data-center build reviews
  • Assess tranche deliverability before signature
  • Track forecast-versus-delivered capacity variance
  • Define the contract-to-occupied system of record
  • Manage integrated schedules for capacity bring-ups
  • Drive readiness automation for new capacity
  • Report time-to-occupied, paid-idle dollars, risks, and tradeoffs

Benefits

  • Visa sponsorship
  • Optional equity donation matching
  • Generous vacation
  • Parental leave
  • Flexible working hours
AI Infrastructure Operations Demand Planning at Anthropic | JobStash