Director, AI Supply & Demand Planning

About Nscale Nscale is the GPU cloud engineered for AI. We provide cost-effective, high-performance infrastructure for AI start-ups and large enterprise customers. Nscale enables AI-focused companies to achieve superior results by reducing the complexity of AI development. Our GPU cloud bolsters technical capabilities and directly supports strategic business outcomes, including cost management, rapid innovation, and environmental responsibility.

We thrive on a culture of relentless innovation, ownership, and accountability, where every team member takes pride in their work and drives it with excellence and urgency. As an Nscaler, you’ll build trust through openness and transparency, where everyone is inspired to do their best work. If you join our team, you’ll be contributing to building the technology that powers the future.

About The Role We’re hiring a Director, AI Supply and Demand Planning to lead the translation of commercial pipeline signals into infrastructure-ready execution plans.

This role sits at the critical intersection of Sales, Finance, Product Engineering, and Supply Chain — ensuring AI workload configurations, and revenue forecasts are converted into accurate, actionable demand plans. You’ll own the global demand forecast of certain core components and ensure alignment between commercial growth and infrastructure deployment capacity. This is a highly strategic and operational role that directly impacts capital allocation and infrastructure scaling decisions.

What You’ll Do Early on, you’ll get deep on how demand signals currently flow through the business — helping to improve the existing forecast processes and mapping how commercial pipeline, customer contracts, and AI cluster configurations translate (or fail to translate) into BOM-level demand signals. You’ll build relationships with the Sales, Finance, Product Engineering, Supply Chain teams, and external suppliers, and get a clear read on where forecast bias, misalignment, or blind spots exist today.

From there, you’ll take ownership of the demand forecast. You’ll build and maintain a rolling 18–24 month forecast, modeling demand volatility, ramp curves, and burst scenarios across customer segments. You’ll integrate revenue forecasts with infrastructure capacity planning to ensure deployment readiness, align demand outputs with supply chain procurement and build strategies, and lead monthly demand reviews with commercial leadership — surfacing risks and trade-offs tied to infrastructure lead times, capital allocation, and supply availability as they emerge.

Who You Are

• 10+ years of experience in demand planning, supply chain strategy, commercial operations, or infrastructure capacity planning
• Experience operating in high-growth technology or infrastructure-heavy environments (AI, cloud, hardware, or similar preferred)
• Strong understanding of infrastructure components including compute, networking, racks, and power systems
• Proven ability to translate commercial signals into operational and financial plans
• Strong financial acumen with experience integrating revenue forecasts into capacity and capital planning
• Advanced analytical skills with experience modeling demand volatility and scenario planning
• Exceptional cross-functional leadership skills and executive communication capability
• Comfortable operating in ambiguity while building scalable planning frameworks from the ground up

The range below reflects the base salary for the position. Actual compensation may vary based on job-related factors such as skill set, experience, education, and location. In addition to base salary, this role may be eligible for bonus, equity, and/or commission programs. Nscale may offer a competitive benefits package including medical, dental, vision, flexible paid time off, parental leave, and retirement plan participation.

Salary Range: $160,000 USD - $280,000 USD

For information on how Nscale handles candidate personal data, please see our Employee & Candidate Privacy Notice: Here.