Anthropic
AI Infrastructure Operations, Demand Planning
$320K–$405K
San Francisco, CA +2 · Full-time · Posted Aug 11, 2026
- Location
- San Francisco, CA
New York City, NY
San Francisco, California, United States - Experience
- Significant experience required; minimum years correlate with internal job level requirements. Large-scale infrastructure delivery at multi-region scale or ≥10k accelerators (or CPU/storage equivalent).
- Education
- Bachelor’s degree or an equivalent combination of education, training, and/or experience; relevant field demonstrated through coursework, training, or professional experience.
- Visa sponsorship
- Visa sponsorship is available, but not for every role or candidate; the company says it will make every reasonable effort to obtain a visa if it makes an offer.
About the job
Owns per-tranche infrastructure demand requirements and delivery schedules, coordinating sourcing and bring-up so capacity arrives schedulable, healthy, instrumented, and on time.
What you'll do
- Translate demand forecasts into tranche requirements and represent them in sourcing negotiations and data center build reviews.
- Own the contract-to-occupied system of record and integrated schedule; drive milestones and readiness automation across parallel bring-ups.
- Track forecast-versus-delivered variance and report time-to-occupied, paid-idle costs, status, tradeoffs, and risks.
What they ask for
- Significant experience delivering large-scale infrastructure at multi-region scale or ≥10k accelerators (or CPU/storage equivalent).
- Technical range spanning cluster orchestration and node health through telemetry and planning tables.
- SQL and enough Python to answer questions and build reporting.
- A degree in a technical field or an equivalent engineering track record.
Nice to have
- Experience with reserved-capacity onboarding, private offers, or capacity commitments with cloud or neocloud providers.
- Experience in demand planning, data center or colocation delivery, accelerator health, infrastructure systems of record, or onboarding new hardware generations.
Pay
$320,000 — $405,000 USD (annual base salary)
Tools
SQL, Python
Model-written summary · the original posting is authoritative