Senior Manager On-Demand Capacity Planning
Nscale is a London-based, full-stack AI cloud and infrastructure company that provides GPU compute, managed AI services, orchestration software, data centers, and power infrastructure for AI training, fine-tuning, and inference.
Maintainer signals as of 9/23/2026
Funding history
About Nscale
Nscale builds and operates vertically integrated AI infrastructure spanning software, GPU compute, networking, storage, purpose-built data centers, and power. Its active cloud platform offers self-service inference endpoints, fine-tuning, managed Kubernetes and Slurm, virtual machines, and GPU clusters.
Skills
Candidate Availability
Required and preferred rules are kept separate and reflect the wording in the original posting.
About the Role
You will design capacity-allocation and yield-management models for GPU compute, forecast sellable cluster availability, monitor utilization and margin, resolve allocation conflicts, and model hardware depreciation to maximize return on investment.
Requirements
- 7+ years of capacity planning, supply chain finance, or cloud operations experience
- Data modeling skills
- Knowledge of power costs, hardware depreciation, and network utilization
- Knowledge of AI compute markets, utilization rates, corporate valuation, and cash flow
Responsibilities
- Design and manage capacity allocation frameworks
- Forecast cluster availability and translate deployment dates into sellable inventory
- Build utilization and margin models for compute capacity
- Prioritize capacity allocation when demand exceeds supply
- Model hardware depreciation and capacity allocation returns
Benefits
- Bonus programs
- Equity programs
- Commission programs
- Medical insurance
- Dental insurance
- Vision insurance
- Flexible paid time off
- Parental leave
- Retirement plan participation