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Source document· May 15, 2026

AI data centers employ very few people: What the numbers how

View original at finance.yahoo.com
AI data centers employ very few people: What the numbers how A $10 billion data center campus in Lebanon, Indiana, will employ about 300 people once it is operational…
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  • Ark Data Centers' $136 million Ohio campus expansion will yield exactly 10 permanent jobs.

    60% confidence
  • The Lebanon, Indiana campus will represent more than $10 billion in regional investment, support more than 4,000 construction jobs at peak, and about 300 permanent jobs once operational.

    60% confidence
  • Hyperscale facilities create 100 to 1,000 permanent jobs depending on size, but the numbers are small relative to the capital deployed.

    60% confidence
  • TSMC's total US investment of $165 billion is expected to directly create 12,000 jobs once all sites are completed and fully operational.

    60% confidence
  • Virginia data centers generate just one permanent job for every $13 million invested.

    60% confidence
  • Industry benchmarks put permanent staffing at the most automated campuses at about 25 to 40 operators per 100 megawatts.

    60% confidence
  • It costs $137,000 to create one job outside of the data center sector — about 100 times less capital investment per job than in the data center sector.

    60% confidence
  • An average retail data center using two to five megawatts employs about 30 permanent workers.

    60% confidence
  • Amazon Web Services' $35 billion Virginia investment will create at least 1,000 total new jobs across the state.

    60% confidence
  • Facilities exceeding 100 megawatts can operate with as few as 20 to 30 permanent staff per 100 MW.

    60% confidence

Data points we hold from this source

Amazon Web Services · capital investment virginia35 USD
Amazon Web Services · capital per job35000000 USD
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O que estamos a ver
Autumn 2026 Biopharma Catalyst Season: Late-Breaking Data, FDA Milestones and the Rise of AI-Designed Drugs
Late-September and early-October 2026 conferences (EASD, EADV, IGCS) brought a cluster of positive late-breaking trial readouts. These covered obesity and metabolic disease (Novo Nordisk's CagriSema), immunology (Lilly's EBGLYSS, tulisokibart) and oncology (Rina-S, Agenus BOT+BAL). Ahead lie hard regulatory catalysts, led by the 14 Nov 2026 FDA PDUFA date for ivonescimab. At the same time, Insilico-style AI-designed drugs such as rentosertib are showing anti-aging signals. That points to AI-driven drug discovery moving from concept toward clinical validation. Unrelated tech and regulatory items (Tesla Cybercab probe, xAI litigation, OpenAI agent incident) and the speculative QAIAx claims are peripheral to this story.
A nossa leitura dos dados ›
Sinais que acompanhamos
EPKINLY Regulatory-Clinical Success Cascade
High probability of expanded label indications, additional combination approvals, and competitive positioning strength in follicular lymphoma market. Predicts positive commercial uptake and potential accelerated review for related indications.
Padrões que observamos ›
Onde as fontes divergem
ING Group
Both facts record the same metric (shares_outstanding) for ING Group at the identical observation date (2025-12-31). FACT A states 2,902,437,688 shares; FACT B states 2,902 million shares (2,902,000,000). The difference is 437,688 shares (~0.015%). This is a genuine value conflict, though the discrepancy appears to result from FACT B rounding to the nearest million while FACT A provides the precise count.
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