Senior Account Director – Hyperscalers (AI Infrastructure)

Glint Tech SolutionsMountain View, CA
9h

About The Position

We are supporting a fast-growing AI infrastructure and GPU cloud platform in the search for a Senior Account Director focused on hyperscaler and frontier AI accounts. This individual will own executive-level relationships with hyperscaler AI infrastructure, data center planning, and compute strategy teams, driving multi-year, multi-megawatt capacity agreements. This is a highly strategic, quota-carrying role requiring deep industry credibility, strong commercial judgment, and the ability to operate at Director–VP level across complex, multi-stakeholder organizations.

Requirements

  • 10+ years of experience in AI cloud, hyperscale infrastructure, data centers, HPC, or GPU compute environments
  • Demonstrated success closing large-scale infrastructure, capacity, or multi-year commercial agreements
  • Executive-level communication skills with Director–VP stakeholders
  • Ability to influence cross-functional teams across engineering, infrastructure, operations, and finance
  • High-integrity, relationship-driven, strategic mindset with low ego and strong ownership
  • Strong understanding of AI compute architectures, GPU roadmaps, cluster design, high-speed networking, and data center power/cooling fundamentals
  • Familiarity with hyperscaler capacity planning, multi-year budgeting cycles, procurement frameworks, and vendor governance models
  • Ability to translate complex technical requirements into structured commercial agreements

Nice To Haves

  • Prior relationships or direct experience working with hyperscaler data center or AI infrastructure teams strongly preferred
  • GPU cloud or AI compute platforms
  • Hyperscale or enterprise data center operators
  • Energy-to-AI, infrastructure platforms, or large-scale compute providers

Responsibilities

  • Hyperscaler Relationship Ownership Build and maintain trusted relationships with Director- and VP-level leaders across AI infrastructure, data center planning, capacity engineering, and compute procurement teams Act as a long-term strategic partner on AI compute scaling, capital planning, and infrastructure roadmaps
  • Strategic GPU Capacity Deal Leadership Structure and close multi-year, multi-MW GPU capacity agreements Lead commercial design including capacity reservations, take-or-pay structures, and regional deployment strategies Support GPU cluster planning across next-generation platforms (e.g., H200, B200, GB-class systems)
  • Hyperscaler Procurement & Governance Navigation Navigate complex hyperscaler procurement processes including vendor onboarding, RFP/RFQ cycles, security reviews, and compliance requirements Coordinate across customer-side engineering, infrastructure operations, data center build teams, and finance stakeholders
  • Internal Cross-Functional Partnership Align hyperscaler requirements with internal global capacity and deployment roadmaps Coordinate technical validation, readiness checks, PoCs, and deployment schedules with solution architecture and infrastructure teams Ensure smooth execution from contracting through delivery and scale-up
  • Long-Term Account Growth & Strategic Planning Develop joint multi-year expansion roadmaps with hyperscaler partners Support multi-region execution strategies across North America and Asia-Pacific Own executive business reviews, strategic planning sessions, renewals, and long-term partnership development
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