Anthropic26 дней назад
Планировщик инфраструктуры и прогнозирования спроса
26 667–33 750 ₽в месяц · до вычета
РЫНОК
16 333 ₽медиана по профессии
Data Scientist · 213 вакансий с указанной зарплатой
5 000половина предложений: 13 167–22 000123 000
Выше рынка · выше 90% предложений
San Francisco
Обязанности
- 01Build 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
- 02Run the plan-vs-reality loop. Diff planned allocations against observed fleet occupancy weekly, surface unrecorded trades and stale allocations, and drive variance toward zero with our planning-tools and data teams
- 03Qualify each incoming capacity tranche against the forecast before signature: right shape, region, quarter, and supporting-resource envelope (storage, egress, CPU)
- 04Partner with Finance and cost-efficiency teams to turn the forecast into core drivers covering the large majority (≥80%) of non-accelerator spend, and to aim savings work where waste will appear next
Требования
- 01Have 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
- 02Build the model yourself rather than specifying it for someone else: SQL against a warehouse, Python/pandas or a proper forecasting/optimization stack
- 03Understand 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
- 04Prefer simple, inspectable models to clever opaque ones, and instrument your own forecast error
- 05Minimum education: Bachelor’s degree or an equivalent combination of education, training, and/or experience
- 06Required field of study: A field relevant to the role as demonstrated through coursework, training, or professional experience
- 07Minimum years of experience: Years of experience required will correlate with the internal job level requirements for the position
Условия
- 01Location-based hybrid policy: Currently, we expect all staff to be in one of our offices at least 25% of the time
- 02Visa sponsorship: We do sponsor visas
- 03Annual compensation range: $320,000 — $405,000 USD