Senior GPU Capacity Planner
You will manage the allocation and optimization of a high-performance GPU fleet. You will align customer demand with physical hardware constraints, develop bin-packing and utilization models, forecast demand, coordinate capacity execution across infrastructure and data center operations, and help automate scheduling and visualization processes.
Responsibilities
- Develop and execute GPU bin-packing strategies
- Align commercial pipeline demand with physical hardware constraints
- Collaborate with fleet management, infrastructure engineering, and data center operations
- Design models to track GPU cluster headroom, workload density, and allocation velocity
- Forecast demand based on commercial signals and AI training and inference trends
- Translate manual allocation processes into automated scheduling and visualization tools
Requirements
- 3+ years of experience in infrastructure capacity planning, technical product management, or systems engineering
- Experience with machine-level resource scaling
- Experience in a hyperscaler cloud environment or large-scale accelerated compute cloud
- Understanding of GPU topologies, including NVIDIA H100 and B200 ecosystems
- Ability to communicate infrastructure constraints to business stakeholders
- Bachelor’s or Master’s degree in Computer Engineering, Computer Science, Operations Research, Industrial Engineering, Data Science, or an equivalent quantitative field
Benefits
- Competitive compensation and equity packages
- Restricted Stock Units
- Paid time off
- Paid holidays
- Leave of absence programs
- Comprehensive health insurance
- Dental insurance
- Vision insurance
- Employer contributions to HSA account
- Paid parental leave
- Paid life insurance
- Short-term disability insurance
- Long-term disability insurance
- Professional development
- Tuition reimbursement
- Mental health and wellness support
- Commuter benefits for parking and transit
- Cell phone stipend
- 401(k) retirement plan with company match up to 4% of salary
- Volunteer time off
- Global travel insurance and emergency assistance
- Daily meals allowance
- Location-specific perks and programs