Senior Software Engineer - Capacity
Recruiter Fit Breakdown & Candid Summary
This role is ideal for a senior software engineer with deep expertise in large-scale distributed systems, cloud infrastructure, and capacity planning across major cloud providers like AWS, Azure,
The position demands engineering maturity to handle complex problems involving hardware procurement, real-time telemetry reconciliation, and AI/ML workload allocation.
Candidates should thrive in fast-paced, dynamic environments with a focus on data-driven decision making and scalable software architecture.
Those lacking experience with multi-cloud infrastructure, large-scale data modeling, or resource optimization systems should not apply.
Role Responsibilities
- 1Design and build the capacity platform that unifies CPU and GPU allocation, procurement, reservation lifecycle, and utilization across AWS, Azure, and GCP.
- 2Own the canonical capacity data layer by ingesting and reconciling demand forecasts, provider supply signals, commitments, and fleet utilization.
- 3Serve as the liaison to Cloud Service Providers managing and integrating vendor relationships into the capacity planning and procurement workflow.
- 4Build planning and allocation systems that translate demand into hardware requirements and surface supply risk early.
- 5Drive efficiency by instrumenting utilization across CPU and GPU accelerator workloads, establishing price/performance baselines, and building tooling to r
Skills Matrix
Must-Have Skills
Nice-to-Have Skills
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