Demand & Capacity Analyst â GPU Utilization & Modeling
Demand & Capacity Analyst â GPU Utilization & Modeling
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Job Description
Job : Demand & Capacity Analyst GPU Utilization & Modeling
Location : Glen Allen VA
Skills : GPU capacity management data modeling infrastructure analytics
Job Title: Demand & Capacity Analyst GPU Utilization & Modeling
Location: USA - Remote
Experience: 10 years
Lead time: Immediately (2 Weeks Max)
Location: Remote
Job Description:
We are seeking a results-driven Demand & Capacity Analyst with a strong focus on GPU resource utilization and capacity planning. The ideal candidate will have experience in tracking modeling and forecasting GPU usage across workloads to ensure optimal resource allocation.
Key Responsibilities:
- Monitor and analyze GPU usage trends across teams/applications
- Build and maintain capacity models for GPU demand forecasting
- Collaborate with engineering and infra teams to plan resource scaling
- Provide insights and reports to guide procurement and cost optimization
- Identify bottlenecks and recommend efficiency improvements
Requirements:
- 4-5 years of experience in demand/capacity planning or infrastructure analytics
- 2 years of Hands-on knowledge of GPU infrastructure (NVIDIA CUDA etc.)
- Experience with data modeling and forecasting tools (Excel Python etc.)
- Strong analytical and communication skills
Nice to Have:
- Familiarity with cloud GPU environments (AWS GCP Azure)
- Exposure to AI/ML workloads
Skill Matrix:
Employment Type
Full-time
