Principal Technical Infrastructure Program Manager, Ai/ml Infrastructure Strategy, ML Capacity Delivery

Amazon Amazon · Big Tech · Seattle, WA · Project/Program/Product Management--Technical

This role focuses on the strategic planning and capacity management of AI/ML infrastructure within AWS data centers. It involves managing cross-functional workstreams related to data center planning, server hardware, and network architecture to support the exponential growth of AWS's AI/ML services. The role requires strong program management skills and technical understanding of data center infrastructure.

What you'd actually do

  1. 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
  2. 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
  3. 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
  4. Influence infrastructure tooling roadmaps to incorporate AI-specific capabilities for end-to-end demand planning, supply planning, build planning, and execution
  5. Translate product roadmaps and customer commitments into concrete deployment plans across multiple server types with varying power, cooling, and networking requirements

Skills

Required

  • 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

Nice to have

  • 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

What the JD emphasized

  • AI/ML infrastructure strategy
  • capacity planning
  • global footprint
  • exponential growth
  • strategy that is not yet defined
  • building scalable mechanisms from scratch
  • influencing without direct authority