Amazon

Principal Technical Infrastructure Program Manager, AI/ML Infrastructure Strategy, ML Capacity Delivery

Amazon$176K — $239K *
Enterprise Technology
8 - 10 years of experience
Job Overview by Ladders

Qualifications

  • Bachelor's degree in supply chain, business, engineering, finance, or relevant field, or 4+ years of industry experience
  • 10+ years of program or project management experience
  • 5+ years of experience in supply chain or vendor management
  • Expertise in data center infrastructure design and operations
  • Proven ability to lead cross-organizational programs without direct authority
  • Strong analytical, quantitative, and organizational skills
  • Experience influencing senior executives up to VP level

Responsibilities

  • Drive global AI/ML server placement strategy across regions
  • Lead deployment planning for high-performance network fabrics for AI training
  • Develop and maintain capacity planning tools for AI/ML deployments
  • Influence infrastructure tooling roadmaps to enhance AI capabilities
  • Convert product roadmaps into actionable multi-server deployment plans
  • Oversee liquid cooling infrastructure planning for next-gen GPU platforms
  • Establish cross-functional forums for strategic planning alignment
  • Balance regional capacity among different workload types effectively
  • Contribute to long-term financial planning and resource allocation
  • Mentor regional planning leads and share best practices across teams

Benefits

  • Comprehensive health insurance (medical, dental, vision)
  • 401(k) matching contributions
  • Paid time off and parental leave
  • Flexible Spending Accounts
  • Support for adoption and surrogacy reimbursement
  • Employee Assistance Program and Mental Health Support
Full Job Description
As part of our Data Center Planning & Delivery organization, we plan and build the physical infrastructure that powers AWS's rapidly growing AI and Machine Learning services.

We are seeking a Principal Technical Infrastructure Program Manager to own global AI/ML infrastructure strategy and capacity planning. In this role, you will manage significantly complex cross-functional workstreams across both short-term and long-term planning horizons, serving as the nexus between data center planning, server hardware innovation, network architecture, and customer-driven demand.

You will guide the strategic deployment and optimization of AI/ML infrastructure across a rapidly expanding global footprint. This includes engaging with demand planning processes, maintaining power and network supply inventory, and tradeoffs to meet evolving customer needs. AWS's AI/ML infrastructure is experiencing exponential growth, and this role is central to enabling that scale.

The ideal candidate combines deep technical understanding of data center infrastructure with strong cross-functional program management skills. You will drive clarity through ambiguity, advise senior leadership, and make high-judgment decisions that directly impact multiple organizations and customers. You must be comfortable working on strategy that is not yet defined, building scalable mechanisms from scratch, and influencing without direct authority across a large, matrixed organization.

If you thrive at the intersection of massive-scale infrastructure and AI technology, and you want to shape how the world's largest cloud builds for the AI era, this role is for you.

Key job responsibilities
• Drive the global AI/ML server placement strategy, considering data center attributes (power, networking, cooling, structural requirements) and customer demand to optimally position servers across regions
• Lead deployment planning for specialized high-performance network fabrics required by AI training workloads, working with networking teams on fabric sizing, multi-site cluster architectures, and regional deployment plans
• Build and maintain capacity planning tools that serve as the single source of truth for AI/ML infrastructure deployments globally, integrating multiple data sources with complex analytical logic
• Influence infrastructure tooling roadmaps to incorporate AI-specific capabilities for end-to-end demand planning, supply planning, build planning, and execution
• Translate product roadmaps and customer commitments into concrete deployment plans across multiple server types with varying power, cooling, and networking requirements
• Guide liquid cooling infrastructure planning for next-generation GPU platforms, coordinating with design engineering and hardware teams
• Establish and lead cross-functional planning forums bringing together product, capacity, networking, supply chain, and infrastructure stakeholders for strategic alignment
• Ensure healthy balance of regional capacity across different workload types; facilitate leadership reviews when tradeoffs are required
• Provide inputs for long-term financial planning, budgeting, and resource allocation through annual planning cycles
• Mentor and develop regional planning leads globally; share best practices and lessons learned through knowledge-sharing forums
• Communicate strategic recommendations clearly to senior leadership through well-structured, data-driven proposals

BASIC QUALIFICATIONS

- Bachelor's degree in supply chain, business, engineering, finance or related technical or quantitative field, or 4+ years of industry work experience

- 10+ years of program or project management experience, or a Bachelor's degree and 6+ years of cross functional project delivery experience

- 5+ years of supply chain, forecasting, manufacturing, sourcing/procurement, or vendor management experience

- Knowledge of data center infrastructure design, operations, or delivery

- Experience leading cross-organizational programs and setting and holding teams and individuals to timelines and deliverables without explicit authority

- Experience in business analysis and functional roles requiring quantitative, analytical and organizational skills

- Experience working with, presenting to and influencing senior executives up to VP level

PREFERRED QUALIFICATIONS

- 5+ years of data center or network capacity planning, data center or network infrastructure program/project management, or related technical experience

- Knowledge of power distribution and data center mechanical cooling systems

- Experience taking a leading role in building complex software or computing infrastructure that has been successfully delivered to customers

- Experience with data analysis tools such as Excel, Pivot Tables, macros, SQL, visualization tools - Tableau, Quicksight, etc.

- Bachelor's degree, or MBA in supply chain management, operations, engineering, analytics or related field

- Experience leading the design, automation, deployment, and support of large-scale infrastructure

- Knowledge of cloud computing services or deployment architecture

- Experience working with fast-moving, high-performance teams and driving innovative solutions tailored to unique business environments

- • Master's Degree or advanced professional certifications (PMP, PgMP, Supply Chain)

- • Experience with AI/ML infrastructure, GPU/accelerator hardware, or high-performance computing environments

The base salary range for this position is listed below. Your Amazon package will include sign-on payments and restricted stock units (RSUs). Final compensation will be determined based on factors including experience, qualifications, and location. Amazon also offers comprehensive benefits including health insurance (medical, dental, vision, prescription, Basic Life & AD&D insurance and option for Supplemental life plans, EAP, Mental Health Support, Medical Advice Line, Flexible Spending Accounts, Adoption and Surrogacy Reimbursement coverage), 401(k) matching, paid time off, and parental leave. Learn more about our benefits at https://amazon.jobs/en/benefits.

USA, VA, Herndon - 176,900.00 - 239,400.00 USD annually

USA, WA, Seattle - 176,900.00 - 239,400.00 USD annually

About Amazon

Audible is a provider of spoken audio information and entertainment , on the Internet. They provide premium spoken audio content, such as audio versions of books and newspapers and radio programs, that is delivered over the Internet and played back on personal computers and hand-held electronic devices. The Audible service allows consumers to purchase and download their content from their Website, store it in digital files and play it back on personal computers and electronic devices. More than 15,000 hours of audio content are available on their Web site, including audio versions of books, periodicals and radio programs. Several manufacturers have agreed to support and promote the playback of their content on their hand-held audio-enabled electronic devices.

Amazon Careers

Joining Amazon presents an unparalleled opportunity to become part of a vibrant team pushing the boundaries of innovation and growth in the global marketplace. As a leader in e-commerce, technology, and logistics, Amazon offers a variety of job opportunities that cater to a range of skills and professional interests. Work You’ll Do At Amazon, every day is an opportunity to collaborate with the brightest minds in technology and business to redefine what’s possible. Whether you’re interested in software development, marketing, human resources, or customer service, Amazon has a position waiting for you. Transform the way the world shops and innovates with our diverse and inclusive team. Amazon is not just a company; it’s a community where you can drive real change and contribute to projects impacting millions globally. Lead with Innovation and Leadership Amazon is the perfect place to enhance your leadership and innovation skills. Our culture encourages pushing the envelope and imagining the unimaginable. Here, you will lead projects that challenge the status quo and define new industry standards. Work with a team that values diversity and is committed to creating an inclusive environment. Our leadership is focused on harnessing the collective power of unique perspectives to foster growth and innovation. Explore Amazon’s Employment Benefits Amazon’s commitment to its employees extends beyond just career growth. We offer competitive benefits, including health care, parental leave, and diversity training, ensuring that our team not only excels professionally but also enjoys well-being and security. Internship and Networking Opportunities Start your career with an Amazon internship and gain hands-on experience that matters. Our internships provide a gateway to full-time employment and an opportunity to network with professionals across various sectors of the company. Future-Proof Your Career With Amazon, your career path is filled with numerous opportunities for advancement. Our learning and development programs are designed to nurture your professional growth and keep you at the forefront of industry trends. Stay Connected Join Our Team Discover the job opportunities at Amazon that match your skills and interests. We are constantly on the lookout for passionate, curious, and innovative team players ready to make a difference. Keep Up to Date Stay ahead with career tips, insider perspectives, and industry-leading insights you can put to use today—all from the people who work here. Job Alert Emails Customize your subscription to receive job alerts, the latest news, and insider tips tailored to your preferences. Explore the exciting and rewarding career opportunities that await at Amazon. Amazon is more than just a company—it’s a platform for building a promising future. Whether you’re starting or looking to advance your career, Amazon offers the resources, support, and network you need to succeed. Join us, and be a part of our continuing mission to be Earth's most customer-centric company.
Learn more about Amazon
Size
1,608 employees
Market Cap
$832.6 billion
Industry
Net Income
$21.3 billion
Founded
1994
5 Year Trend
+28.1%
Revenue
$386 billion
NASDAQ

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