OpenAI

Data Center Shell Planning Lead, Industrial Compute

OpenAI$150K — $180K *
US-AnywhereRemote in United States
Enterprise Technology
8 - 10 years of experience
Job Overview by Ladders

Qualifications

  • 8+ years of experience in data center development and infrastructure planning.
  • Experience managing portfolio-level plans across multiple data center locations.
  • Deep understanding of the data center development lifecycle and operational handover.
  • Ability to convert technical and demand needs into actionable capacity and scheduling plans.
  • Strong quantitative skills and scenario modeling experience, adaptable to changing information.
  • Experience evaluating delivery strategies with clear communication of tradeoffs.
  • Demonstrated program leadership with cross-functional team alignment.

Responsibilities

  • Develop and maintain a long-term plan for data center shell capacity.
  • Translate complex compute forecasts and requirements into clear site needs.
  • Determine timelines for securing and constructing shell capacity.
  • Integrate various infrastructure schedules into a cohesive capacity overview.
  • Identify gaps and risks that could delay operational readiness.
  • Model delivery options and assess tradeoffs regarding schedules and costs.
  • Suggest phased approaches to preserve flexibility for future growth.

Benefits

  • Collaborative work environment with cross-functional teams.
  • Opportunity to lead strategic planning initiatives for future infrastructure.
  • Access to cutting-edge technology and resources in data center development.
  • Professional growth and advancement opportunities within the organization.
Full Job Description
About the Role

We are seeking a Data Center Shell Planning Lead to own portfolio-level planning for future data center shell capacity. This role will translate compute-demand forecasts, power availability, technical requirements, and development schedules into a clear strategy for where, when, and how much shell capacity OpenAI should secure or build.

You will evaluate capacity across self-build, lease, colocation, and development-partner pathways; identify future supply gaps; recommend campus and building phasing; and maintain the integrated plan connecting site readiness to construction, commissioning, and operational handoff.

This is an individual contributor lead role requiring strong analytical judgment, infrastructure-development fluency, and the ability to drive decisions across teams without relying on formal authority.

Key Responsibilities
  • Develop and maintain a multi-year portfolio plan for data center shell capacity across priority geographies.
  • Translate compute forecasts, IT-load requirements, rack-density assumptions, power schedules, cooling requirements, and deployment timelines into site and building requirements.
  • Determine when shell capacity must be secured, designed, constructed, commissioned, and ready for technical fit-out.
  • Integrate land, utility, interconnection, permitting, design, procurement, construction, commissioning, and network-readiness schedules into a single capacity view.
  • Identify capacity gaps, schedule conflicts, stranded-capacity risks, and dependencies that could prevent infrastructure from becoming operational on time.
  • Develop scenario models comparing self-build, lease, colocation, and strategic development-partner options.
  • Evaluate delivery pathways based on schedule, cost, control, flexibility, reliability, scalability, and execution risk.
  • Recommend campus, building, and utility phasing that preserves optionality while supporting near-term deployment requirements.
  • Assess third-party proposals and determine whether proposed facilities, schedules, technical specifications, and commercial structures can satisfy OpenAI's requirements.
  • Partner with capacity planning, energy, real estate, site development, design, construction, commissioning, networking, finance, legal, and commercial teams.
  • Establish planning assumptions, readiness criteria, decision gates, and governance for moving opportunities from portfolio planning into execution.
  • Build dashboards and executive-ready materials that communicate capacity supply, demand, timing, assumptions, dependencies, and material risks.
  • Support investment, build-versus-partner, geographic-prioritization, and portfolio-allocation decisions.
  • Create repeatable planning frameworks and playbooks that allow OpenAI to scale shell-capacity decisions across regions and infrastructure generations.

Qualifications
  • 8+ years of experience in data center development, infrastructure planning, capacity planning, real estate development, construction planning, program controls, or a related field.
  • Experience developing or managing portfolio-level plans across multiple data center sites, buildings, or infrastructure programs.
  • Strong understanding of the data center development lifecycle, including site readiness, power delivery, design, permitting, construction, commissioning, and operational turnover.
  • Ability to translate technical and demand requirements into facility-capacity, schedule, and phasing decisions.
  • Strong quantitative and scenario-modeling skills, including the ability to work with incomplete or changing assumptions.
  • Experience evaluating competing delivery strategies and communicating cost, schedule, flexibility, and risk tradeoffs.
  • Strong cross-functional program leadership and the ability to create alignment across technical, commercial, and operational organizations.
  • Excellent written communication and executive-presentation skills.
  • Comfort operating in a fast-moving environment where capacity requirements, technical assumptions, and delivery timelines may change quickly.

Preferred Skills
  • Experience planning hyperscale data center campuses or infrastructure supporting high-density compute.
  • Familiarity with powered-land development, utility and interconnection schedules, and campus-level power phasing.
  • Experience evaluating self-build, build-to-suit, wholesale colocation, and third-party development models.
  • Understanding of high-density electrical, mechanical, cooling, and network infrastructure requirements.
  • Experience working with developers, capital partners, colocation providers, utilities, engineering firms, and construction organizations.
  • Experience creating portfolio-planning systems, capacity dashboards, or executive decision frameworks for large infrastructure programs.


About OpenAI

OpenAI is an artificial intelligence research laboratory consisting of the for-profit corporation OpenAI LP and its parent company, the non-profit OpenAI Inc. The company was founded in 2015 by a group of technology leaders, including Elon Musk, Sam Altman, Greg Brockman, Ilya Sutskever, and John Schulman. OpenAI's mission is to develop and promote friendly AI for the betterment of humanity. The company has developed a number of cutting-edge AI technologies, including GPT-3, a language processing system that can generate human-like text. OpenAI has received funding from a number of high-profile investors, including LinkedIn co-founder Reid Hoffman and venture capitalist Peter Thiel.
Learn more about OpenAI
Size
100 employees
Industry
Founded
2015

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