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amazon web services ai innovation campuses

Called the largest private sector investment in Pennsylvania history by Gov. Josh Shapiro. FERC rejected Amazon’s request for direct power connection capacity increase. Expected to create 1,250 permanent jobs and thousands of construction jobs.

Investment$20.0B
Power Capacity960 MW
LocationSalem Township and Falls Township, Luzerne County and Bucks County, Pennsylvania
StatusUnder Construction

project overview

Called the largest private sector investment in Pennsylvania history by Gov. Josh Shapiro. FERC rejected Amazon’s request for direct power connection capacity increase. Expected to create 1,250 permanent jobs and thousands of construction jobs.

location and scale

LocationSalem Township and Falls Township, Luzerne County and Bucks County, Pennsylvania
RegionNortheastern Pennsylvania
StatusUnder Construction
Total Investment$20.0B
Power Capacity960 MW
Total Area0 sq ft

key stakeholders

SponsorsAmazon Web Services, Amazon
OperatorsAmazon Web Services

investment breakdown

The $20.0 billion investment is distributed across multiple components:

ComponentAmountPercentage
IT Equipment (GPUs, servers, networking)$13.0B65%
Building and Construction$4.0B20%
Power Infrastructure$2.0B10%
Other (cooling, security, land)$1.0B5%

equipment refresh cycles

IT equipment typically requires replacement every 3-5 years, meaning:

  • Initial deployment: $13.0B
  • 3-year refresh: Additional $10.4B estimated
  • Total over 10 years: $32.5B in equipment

infrastructure requirements

power capacity

The facility requires 960 MW of power capacity:

Total Power Capacity960 MW
Equivalent Homes Powered800,000
Annual Energy Consumption8,409 GWh/year
Renewable EnergyYes - committed to renewable sources

sustainability and cooling

Cooling TechnologyAir cooling systems
Renewable EnergyYes - renewable energy integration

Salem Township data center draws electricity from Susquehanna Steam Electric Station nuclear power plant. Talen Energy sold 960MW nuclear-powered data center campus to Amazon for $650 million. Falls Township initially draws from electrical grid.


construction timeline

Announced2025-06-09
Construction Start2025
Expected Completion2028

development phases

PhaseDescriptionCompletion
Phase 1Initial construction of 2 of 15 data centers at Salem Township2027

economic impact analysis

job creation

Peak Construction Jobs40,000
Permanent Operations Jobs192
Average Salary (estimated)85,00085,000 - 120,000

economic multiplier effects

The project’s total economic impact extends beyond direct investment:

Direct Investment$20.0B
Total Economic Impact (2.5x multiplier)$50.0B
Estimated Annual Tax Revenue$100M
30-Year Tax Revenue$3.0B

regional benefits

The project brings significant benefits to Pennsylvania:

  • Supply chain development: Local suppliers for construction materials, equipment, and services
  • Infrastructure investment: Improved power grid, roads, and telecommunications
  • Technology ecosystem: Attracts related tech companies and talent
  • Educational partnerships: Training programs and university collaborations
  • Real estate development: Increased commercial and residential development

technical specifications

workload types

Workload TypeDescription
HYPERSCALELarge-scale cloud computing and storage
CLOUDPublic cloud services and platforms
AI-MLArtificial Intelligence and Machine Learning training and inference

ai/ml capabilities

This facility is specifically designed for AI/ML workloads with:

  • High-density GPU computing: NVIDIA H100, H200, or GB200 GPUs
  • Advanced cooling: Direct-to-chip liquid cooling for high power densities
  • High-speed networking: 400G/800G Ethernet or InfiniBious InfiniBand
  • Massive storage: Multi-exabyte storage capacity for training data
  • Low-latency architecture: Optimized for distributed training workloads

rack density and power

Rack Power Density30-100+ kW per rack (AI-optimized)
Cooling TechnologyDirect liquid cooling (DLC) / Immersion cooling
PUE Target1.1 - 1.3 (industry leading)

strategic importance

competitive positioning

This mega-project represents a strategic investment by Amazon Web Services, Amazon to:

  • AI Leadership: Establish dominance in AI infrastructure and capabilities
  • Compute Capacity: Scale compute resources for next-generation AI models
  • Competitive Response: Match or exceed competitor AI infrastructure investments
  • Cloud Expansion: Grow public cloud market share and regional presence
  • Customer Proximity: Reduce latency for regional enterprise customers
  • Service Diversity: Enable new services requiring massive compute resources

national infrastructure significance

As a mega-project (>$10B investment), this facility:

  • Represents a major commitment to US technology infrastructure
  • Contributes to national AI competitiveness and security
  • Demonstrates Pennsylvania’s emergence as a datacenter hub
  • Sets new standards for scale and efficiency in datacenter design

regional integration

Pennsylvania datacenter ecosystem

This project integrates into Pennsylvania’s growing datacenter infrastructure:

  • Power grid integration: Connection to regional transmission infrastructure
  • Fiber connectivity: Access to major internet backbone routes
  • Skilled workforce: Leverage regional technical talent and training programs
  • Supply chain: Integration with local construction and equipment suppliers

community relations

Large-scale datacenter projects require strong community partnerships:

  • Local hiring commitments: Priority hiring for construction and operations roles
  • Educational partnerships: STEM programs and technical training initiatives
  • Infrastructure improvements: Road, water, and utility infrastructure upgrades
  • Tax revenue sharing: Property tax and incentive agreements with local governments

Luzerne County and Bucks County impact

The project specifically impacts Luzerne County and Bucks County through:

  • Direct property tax revenue and economic development incentives
  • Increased demand for housing, retail, and professional services
  • Enhanced infrastructure that benefits broader community
  • Recognition as a technology and innovation center

stakeholder analysis

project sponsors

Amazon Web Services | Amazon

The sponsoring organizations bring complementary capabilities:

  • Amazon Web Services: Cloud infrastructure and e-commerce
  • Amazon: Cloud infrastructure and e-commerce

operators and tenants

Primary Operators: Amazon Web Services

The operators manage day-to-day facility operations including power, cooling, security, and network management.


sources and references

  1. Amazon will spend $20B on data centers in Pennsylvania - Spotlight PA (2025-06-09) - https://www.spotlightpa.org/news/2025/06/amazon-data-centers-pennsylvania-nuclear-power-investment/
  2. Amazon to spend $20 billion on data centers in Pennsylvania - CNBC (2025-06-09) - https://www.cnbc.com/2025/06/09/amazon-to-spend-20-billion-on-data-centers-in-pennsylvania-including-one-next-to-a-nuclear-power-plant.html
  3. AWS Eyes 960 MW for Newly Acquired Nuclear Power Data Center - Data Center Frontier (2024-03) - https://www.datacenterfrontier.com/hyperscale/article/33038288/aws-eyes-960-mw-for-newly-acquired-nuclear-power-data-center-in-pennsylvania

analysis current as of October 2025

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