Job Details

Job Information

Manager, Cloud Infrastructure Demand & Capacity Planning
AWM-8496-Manager, Cloud Infrastructure Demand & Capacity Planning
2/7/2026
2/12/2026
Negotiable
Permanent

Other Information

www.apple.com
Cupertino, CA, 95015, USA
Cupertino
California
United States
95015

Job Description

No Video Available
 

Weekly Hours: 40

Role Number: 200645189-0836

Summary

Apple is where individual imaginations gather together, committing to the values that lead to great work. Every new product we build, service we create, or Apple Store experience we deliver is the result of us making each other's ideas stronger. That happens because every one of us shares a belief that we can make something wonderful and share it with the world, changing lives for the better. It's the diversity of our people and their thinking that inspires the innovation that runs through everything we do. When we bring everybody in, we can do the best work of our lives. Here, you'll do more than join something — you'll add something.

The Cloud Infrastructure Business Operations (CIBO) team is a centralized organization responsible for demand planning of infrastructure resources across Apple. We are seeking a Manager of ML Compute Capacity Planning to lead capacity planning efforts for Apple's ML Training and Gen AI platforms. These platforms provide services to all internal Apple developers, delivering efficient and scalable compute and processing for the machine learning lifecycle, from model experimentation to deployment, across the entire Apple consumer ecosystem.

We're looking for a strategic leader with deep expertise in capacity planning, demand forecasting, and infrastructure optimization for large-scale ML compute environments. In this role, you will build and lead a team of capacity planners responsible for ensuring Apple's ML and Gen AI infrastructure meets current and future demand. This includes developing long-range capacity models, driving accelerator hardware strategy, managing supply/demand balance, and partnering with finance on investment planning. You will serve as the central capacity planning voice for interactions with public cloud providers and internal Apple Cloud team’s. Ensuring Apple has the right compute resources, in the right place, at the right time, and at the right cost.

Description

The Cloud Infrastructure Business Operations (CIBO) team is a centralized organization responsible for demand planning of infrastructure resources across Apple. We are seeking a Manager of ML Compute Capacity Planning to lead capacity planning efforts for Apple's ML Training and Gen AI platforms. These platforms provide services to all internal Apple developers, delivering efficient and scalable compute and processing for the machine learning lifecycle, from model experimentation to deployment, across the entire Apple consumer ecosystem.

We're looking for a strategic leader with deep expertise in capacity planning, demand forecasting, and infrastructure optimization for large-scale ML compute environments. In this role, you will build and lead a team of capacity planners responsible for ensuring Apple's ML and Gen AI infrastructure meets current and future demand. This includes developing long-range capacity models, driving accelerator hardware strategy, managing supply/demand balance, and partnering with finance on investment planning. You will serve as the central capacity planning voice for interactions with public cloud providers and internal Apple Cloud team’s. Ensuring Apple has the right compute resources, in the right place, at the right time, and at the right cost.

Minimum Qualifications

  • 8+ years of experience in capacity planning, infrastructure strategy, or technical operations, with at least 3+ years in a people management role

  • Deep expertise in capacity planning methodologies, demand forecasting, and resource optimization for large-scale compute environments

  • Experience with ML and Gen AI compute infrastructure including GPU/TPU accelerators, data center operations, and cloud platforms

  • Proven track record in supply/demand management and financial operations related to infrastructure investments

  • Strong analytical skills with proficiency in capacity modeling, cost-performance trade-off analysis, and scenario planning

  • Experience evaluating and onboarding new accelerator technologies into production environments

  • Demonstrated ability to build, develop, and inspire high-performing teams

  • Outstanding interpersonal and communication skills, with the ability to influence hardware vendors, cloud providers, finance partners, and senior engineering leadership

  • Strategic mindset with the ability to balance long-term planning with near-term execution

  • BS in Engineering, CS, Systems Engineering, Supply Chain or equivalent work experience

Preferred Qualifications

  • MBA or MS in Engineering, CS, Systems Engineering, Supply Chain, or related field

  • 10 or more years of experience with 5 or more years in management roles

  • Experience leading capacity planning for ML/AI and Gen AI infrastructure at hyperscale

Apple is an equal opportunity employer that is committed to inclusion and diversity. We seek to promote equal opportunity for all applicants without regard to race, color, religion, sex, sexual orientation, gender identity, national origin, disability, Veteran status, or other legally protected characteristics. Learn more about your EEO rights as an applicant (https://www.eeoc.gov/sites/default/files/2023-06/22-088_EEOC_KnowYourRights6.12ScreenRdr.pdf) .

Other Details

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