Capacity Planning Lead

About the Team OpenAI's Industrial Compute organization builds and operates the infrastructure required to train and serve frontier AI models. The Capacity Planning team connects rapidly changing research and product demand with the compute, networking, storage, power, data center, hardware, and operational resources required to make that demand executable. About the Role We are seeking a Technical Program Manager to build and lead capacity planning across OpenAI's large-scale AI infrastructure. You will translate uncertain workload demand into clear infrastructure requirements, allocation decisions, supply commitments, activation priorities, and long-range capacity strategies. This role sits at the intersection of research, engineering, infrastructure, finance, sourcing, deployment, and operations. You will create the planning models, operating cadences, governance mechanisms, and source-of-truth systems that allow teams to understand what capacity is required, what is available, what is at risk, and what decisions must be made. This is not a finance-only forecasting or reporting role. Success requires technical fluency across the infrastructure stack, strong analytical judgment, and the ability to move consequential decisions forward when requirements, timelines, and supply conditions change quickly. Key Responsibilities Own capacity-planning processes across near-term workload allocation, quarterly execution, and longer-range infrastructure horizons. Translate research, training, inference, and product demand into compute, accelerator, cluster, networking, storage, rack, power, and site requirements. Develop scenarios that make assumptions, confidence levels, constraints, sensitivities, and decision points explicit. Reconcile requested demand against contracted, delivered, installed, activated, and workload-usable capacity. Partner with research and engineering teams to understand workload priorities, technical dependencies, utilization patterns, and changing req

Omada Health is on a mission to bend the curve of chronic disease. Job overview: Omada is seeking a Senior Director, Capacity Planning, Workforce Operations & Analytics to lead all teams in this department as it scales into a world‑class, human‑led and AI‑enabled operations and analytics function that supports Omada’s multi‑condition platform across Health Coaching, Cardiometabolic Specialists, Physical Activity Specialists, Behavioral Health, Physical Therapy, Member Support, Member Navigation and Supply Chain. This leader will be accountable for end‑to‑end department strategy and execution, translating enterprise and care team goals into clear priorities and operating systems for workforce capacity planning, staffing operations, licensing and credential management, and care team analytics. Reporting to the VP Operational Excellence, the Senior Director will oversee the centralized department that supports care team capacity planning and staffing, including the administration of Omada’s third party licensing and credentialing software, and runs the care team analytics “spoke” within Omada’s hub‑and‑spoke analytics model. This role includes full department leadership: setting 1–3 year strategic priorities, controlling key cost of revenue and gross margin levers, and leading the adoption of AI-enabled predictive modeling and analytics to improve capacity planning, staffing efficiency, and decision-making across care teams. Your Impact: As Senior Director, Capacity Planning, Workforce Operations & Analytics, you will: Own the care teams Capacity Planning, Workforce Operations & Analytics operating vision and roadmap Define and maintain a clear operating vision for the department as the “operational brain and data engine” for care teams. Translate company and care teams strategies into a concrete 1–3 year departmental strategy covering capacity planning, workforce staffing operations

About Yondr Yondr is a disruptor. We challenge convention and simplify complexity. A global developer, owner operator and service provider of data centers, we deliver complex data center capacity needs for the world’s largest tech companies. Our exponential growth sees us looking for extraordinary people to help accelerate us towards our vision: a tomorrow without constraints. But we can’t do this without you. About the Role Yondr is growing rapidly across the Americas, with live and emerging projects in North Virginia, Dallas and Toronto, alongside further development opportunities in locations including Phoenix, Albuquerque and Pennsylvania. As our business scales, we are looking for an experienced and proactive Planning Lead to join the team and play a key role in strengthening planning support across our regional portfolio. This is an opportunity to help shape how planning is delivered across a fast-growing business, ensuring our site teams and General Contractors are aligned to Yondr’s Planning Guidance, Project Controls procedures and high standards of delivery. The Planning Lead will support the successful delivery of complex Data Centre projects from early development through design, procurement, construction, commissioning and handover. Working client-side, the role will provide planning, scheduling and project controls expertise to ensure programmes are robust, realistic, fully integrated and aligned with Yondr’s commercial, technical and operational objectives. We are looking for a strong, highly motivated Planning Lead who is excited by the opportunity to join a growing business, influence how we deliver, and contribute to a high-performing team. This role will be central to supporting Yondr’s 2026 business plan and our ambition to deliver 1.6GW of live Data Centre capacity by 2030. Main Responsibilities Develop, maintain and manage integrated master schedules covering design, procurement, enabling works, construction, utilities, comm

About the Team OpenAI’s 1P Hardware Systems team operates at the intersection of Hardware Engineering, Infrastructure, Supply Chain, Manufacturing, Deployment, and Finance to translate infrastructure demand into an executable systems plan. The Planning Lead connects system demand and deployment timing to site and configuration requirements, power availability, XPU needs, hardware supply commitments, manufacturing capacity, and site readiness. About the Role OpenAI is seeking a 1P Hardware Systems Planning Lead to own the integrated demand, supply, and deployment plan for our 1P AI infrastructure systems. This role will connect infrastructure demand and site power availability to system configurations, XPU requirements, and hardware supply commitments—creating a single, actionable view of whether our deployment plan can be met. You will establish the planning mechanisms that allow teams to see what changed, understand the impact, and act quickly when demand, supply, configuration, site readiness, or power timing moves. You will work across Hardware Engineering, Infrastructure, Supply Chain, Strategic Sourcing, Manufacturing, Deployment, and Finance to identify gaps early and drive recovery plans to closure. This is a highly cross-functional role for someone who combines systems-level thinking, strong analytical judgment, and rigorous program execution. The ideal candidate can turn complex and changing inputs into a clear operating plan, surface the decisions that matter, and drive accountability across teams without relying on formal authority. Success also requires strong communication judgment: the ability to align cross-functional teams, brief leadership at a concise and decision-oriented level, and go deep into the underlying assumptions, dependencies, risks, and recovery plans when needed. Responsibilities Integrated Planning - Own the integrated planning process for 1P hardware systems, connecting system demand, deployment timing, site and configuration require

At Snowflake, we are powering the era of the agentic enterprise. To usher in this new era, we seek AI-native thinkers across every function who are energized by the opportunity to reinvent how they work. You don’t just use tools; you possess an innate curiosity, treating AI as a high-trust collaborator that is core to how you solve problems and accelerate your impact. We look for low-ego individuals who thrive in dynamic and fast-moving environments and move with an experimental mindset — who rapidly test emerging capabilities to discover simpler, more powerful ways to deliver results. At Snowflake, your role isn't just to execute a function, but to help redefine the future of how work gets done. As a Senior Technical Program Manager of Capacity Planning, you will: Own the capacity planning program end-to-end — from demand forecasting and resource modeling to procurement coordination and delivery tracking across Snowflake's multi-cloud infrastructure (AWS, Azure, GCP) Drive cross-functional alignment between Engineering, Infrastructure, Finance, and Cloud Provider teams to ensure capacity meets projected growth, seasonal demand spikes, and new product launches Build and improve forecasting models and frameworks that translate business growth signals, customer onboarding patterns, and workload trends into actionable infrastructure capacity plans Establish governance and review cadences — own weekly/monthly capacity reviews with engineering leadership, surface risks and tradeoffs, and drive decisions on resource allocation and prioritization Identify and mitigate capacity risks proactively — monitor utilization trends, flag bottlenecks, single points of failure, and lead constraint resolution before they become customer-impacting Partner closely with engineering teams to understand workload characteristics, architecture changes, and new feature launches that affect capacity requirements Drive efficiency and optimization programs — identify opportunities to reduce wast

About Backblaze Backblaze is the object storage leader in the open cloud movement, fueling customer success with cloud storage built purposefully to unlock budgets, unburden administrators, and unleash innovators. Together with our partners, we’re helping customers break free from the restrictive, overpriced legacy solutions that hold them back, and blaze forward with the full power of the open cloud in their hands. Founded in 2007, we scaled the business with less than $3 million in outside funding until 2021, when we did a traditional IPO on the Nasdaq stock exchange. Today, Backblaze generates over $100m in revenue and is the leading specialized storage cloud - managing over three billion gigabytes of data storage for 500K+ customers in 175+ countries, including businesses, developers, IT professionals, and individuals. But while there is a lot to celebrate in our past, there is almost as much opportunity ahead of us. Backblaze is seeking a highly analytical, systems-oriented Cluster & Systems Capacity Engineer to drive the planning, forecasting, deployment, and optimization of hardware infrastructure across our global cloud storage platform. About the Role: This role ensures that Backblaze’s storage clusters, compute systems, and network infrastructure scale reliably, cost-efficiently, and ahead of demand. You will build and maintain predictive models, ensure consistent supply and demand alignment, and partner cross-functionally to inform strategic investment and deployment decisions. . This is a high-impact role within Cloud Operations, directly contributing to service availability, durability, performance, margin optimization, and long-term platform scalability. Key Responsibilities: Capacity Planning & Forecasting Develop and maintain short, medium, and long-term capacity demand and hardware deployment forecasts across storage, compute, and network domains within the platform Build predictive models that translate business demand signals into in