US manufacturing jobs added since Dec 2025 low
72,000
BLS Employment Situation, Sept 2026; +9,000 in September alone
US nonresidential specialty trade contractors added, past year
86,000
Per Business Insider, citing Labor Department data, Sep 2026
Share of new SF office leases taken by AI tenants
~50%
CBRE, cited in Long Island Business News, Oct 12, 2026
San Francisco office leasing, Q3 2026
3.9M sq ft
Savills Q3 2026 report; +77% YoY, vs. 2.2M sq ft in Q3 2025
Eaton US data center backlog
307 GW
Eaton Q2 2026 earnings release, Jul 31, 2026; ~15 years of build-out at 2025 rates
Long Island Business News framed the AI capex boom on October 12, 2026 as the unexpected engine of US manufacturing job growth and SF/NYC commercial real estate revival — a counterweight to the dominant narrative of AI-driven displacement. This article maps the data behind that thesis, identifies the supply-chain beneficiaries the 'AI kills jobs' framing misses, and tests where the transmission breaks down.
The 'AI kills jobs' framing misses the construction-side demand it creates
The strongest counter-evidence sits in the September 2026 BLS Employment Situation: US manufacturing payrolls added 9,000 jobs in the month alone and are up 72,000 since a December 2025 trough, with machinery manufacturing and electrical-equipment/appliance components the standout contributors. Eaton's record Q2 2026 results — sales up 21%, organic sales up 14%, total Electrical backlog up 43% year-over-year — sit directly inside that line item.
Specialty contractors — not Silicon Valley — are absorbing the AI payroll
Brookings research by Bahar and Wright (May 2026) finds that counties hosting the first large data center see data-processing employment rise 56% and telecommunications employment rise 43% over the following decade — modest in absolute terms but persistent. The bulk of the immediate hiring, however, runs through construction. The Labor Department's establishment survey shows nonresidential specialty trade contractors added roughly 86,000 workers over the past year, with electricians for data centers the dominant sub-category.
- Data-center construction spending was up ~57% year-over-year as of July 2026 even as total construction spending fell 3.8% (Census Bureau), implying AI work is offsetting weakness in offices, retail, and warehouses.
- EMCOR Group, Comfort Systems USA, and MasTec all guided to record or near-record backlogs through 2027 in their Q2 earnings calls, with management attributing the lift to AI data-center demand.
- AIA Consensus Forecast puts data-center construction at roughly 8% of US nonresidential building spending by 2027, up from ~3.5% in 2024 — a structural mix shift that re-rates electrical and mechanical specialty trades.
Q2 2026 revenue growth at AI-buildout beneficiaries
Year-over-year revenue change for selected construction-and-equipment suppliers, Q2 FY2026 vs. Q2 FY2025, company-reported.
Unit: % YoY
Comfort Systems (FIX)
50
Quanta Services (PWR)
41
Vertiv (VRT)
24
Eaton (ETN)
21
EMCOR (EME)
20
San Francisco's office market recovery is now an AI leasing story
Per CBRE, AI companies have leased 21 million square feet of office space in San Francisco and Silicon Valley since 2019 — roughly equivalent to 15 Salesforce Towers — and another 9.4M sq ft across Manhattan, Boston, and Seattle. The H1 2026 share tells the sharper story: AI firms were responsible for 58% of all Bay Area office leasing in the first half. The Q3 print from Savills confirms the upturn is broadening, not fading: 3.9M sq ft of SF office leases signed in Q3 2026, +77% year-over-year and on track for a full year well above any post-pandemic precedent.
| Period | Office leasing | YoY change | AI share of total leasing |
|---|---|---|---|
| SF Q3 2026 | 3.9M sq ft | +77% | estimated ~50% (CBRE) |
| SF YTD 2026 (3 quarters) | 12.1M sq ft | +49% vs. 8.1M in 2025 | 58% in H1 2026 (CBRE) |
| SF full year 2025 | Approx. 8.6M sq ft | — | n/a |
| SF cumulative since 2019 | 21M sq ft (SF+SV) | — | Majority AI (CBRE) |
Manhattan's recovery is AI-led at the high end, finance-led at the trough
Manhattan's H1 2026 office leasing totaled 17.7M sq ft, up 12.6% year-over-year, with AI companies taking 1.7M sq ft of that volume. CBRE also reports that New York City now houses more tech workers (~394,300) than San Francisco for the first time in 13 years of tracking — a notable inversion given NYC's lower share of new-economy anchor tenants in 2019. Prime Manhattan office vacancy has compressed to single digits and net effective rents are growing again.
The risk flagged in the original LIBN piece (via Partnership for New York City): AI displacement of finance, media, and legal jobs could erode the payroll base that supports the leasing recovery. For now, the offset is positive — AI tenant demand is concentrated in Class A product that landlords like Vornado Realty Trust and SL Green Realty dominate. For Q2 2026, Vornado posted $1.877B in revenue (+5% YoY) and SL Green posted $998M (+27% YoY), with both reporting improved leasing momentum in midtown and the Plaza district.
NYC office demand: H1 2026 highlights
Total Manhattan H1 2026 leasing
17.7M sq ft
+12.6% vs. H1 2025
AI tenant share of Manhattan H1 2026
1.7M sq ft
Per CBRE H1 2026 leasing data
NYC tech workforce
~394,300
First time NYC exceeds SF (CBRE, Aug 2026)
Prime Manhattan vacancy
Approaching single digits
Per AFIRE/RXR March 2026
The investment vehicles that capture this transmission
The clearest listed plays cut across three layers of the supply chain. Tier 1 — electrical and mechanical contractors building the data centers: EMCOR Group, Comfort Systems USA, and MasTec. Tier 2 — electrical equipment, transformers, switchgear, and HVAC: Eaton and Vertiv. Tier 3 — electric transmission and grid build-out: Quanta Services. Each saw Q2 2026 revenue jump 20%+ year-over-year, with order backlogs extending into 2027. The market has priced much of this in — Comfort Systems' market cap moved from $11.5B in Q1 2024 to roughly $57.7B on a trailing basis, while Quanta tripled to ~$106B over the same span — but the underlying backlog growth has tracked faster than the multiples.
On the office side, Vornado Realty Trust owns the densest Manhattan exposure with a top-tier SF asset (Market Square) and a Chicago trophy asset, while SL Green Realty is the purest Manhattan play. Both report a leasing environment in midtown and the Plaza that has flipped from tenant-favorable to landlord-favorable on AI-led demand for Class A space. The catch: their high debt loads (Vornado debt-to-equity 1.57x; SL Green 1.51x) make the recovery sensitive to long-end rates.
Where the thesis could crack
Two risks bookend the upside. Short term, gas-turbine wait times now stretch to roughly four years per industry surveys, capping how fast hyperscaler power build-out can convert into new data-center capex — and 75 data-center projects worth ~$130B were blocked or delayed by local opposition in Q1 2026 alone. Long term, the Partnership for New York City and similar observers warn that productivity gains from AI in finance, media, and law could erase the white-collar payroll base that ultimately pays the rent in NYC and SF trophy towers. The September 2026 BLS print (4.2% unemployment, manufacturing +9K) reads as a still-healthy labor market — but EMCOR and Comfort Systems cannot defend multiples built on AI-data-center backlog if hyperscaler capex growth decelerates from the 2025–2026 pace.
How to play the AI real-economy transmission
- Q2 2026 revenue jumped 20% YoY to $5.155B on data-center electrical work, with management guiding to further backlog conversion through 2027.
- TTM ROE of 38.4% and TTM EV/EBITDA of 15.1x look reasonable against 43% Electrical-sector backlog growth at peer Eaton, though the multiple will compress if hyperscaler capex disappoints.
- Specialty-trade payrolls at the BLS level are the macro overlay: ~86K past-year job additions imply a tightening labor pool that lifts margin for firms with the workforce already in place.
- Q2 2026 revenue rose 50% YoY to $3.27B with EPS of $12.54 (vs. $6.54 a year earlier) — the fastest growth in the construction-cohort group.
- Market cap has rerated from ~$11.5B (Q1 2024) to ~$57.7B TTM, but TTM ROE of 53.6% supports the premium valuation.
- Mechanical/HVAC scope at hyperscale data centers is recurring and less cyclically exposed than site-civil or transmission work; near-term risk is project delays from gas-turbine and switchgear lead times.
- Q2 2026 revenue climbed 41% YoY to $9.557B and net income nearly doubled YoY to $451M, on transmission and data-center utility work.
- Market cap moved from ~$37.8B in Q1 2024 to ~$106B TTM — the rerating captures AI's grid implications, not just data centers.
- Long-duration renewable interconnection and grid-modernization backlog extends earnings visibility into 2028+ regardless of any near-term AI capex wobble.
- Q2 2026 revenue of $3.274B was up 24% YoY with EPS of $1.29 (vs. $0.85), driven by power-and-cooling systems for AI data centers.
- Market cap has more than tripled since Q1 2024 (~$30.5B to ~$92.7B TTM), but margin expansion (Q2 2026 operating margin 19.5%) supports a high-multiple franchise.
- Eaton's 307 GW US data-center backlog (Q2 2026) corroborates a multi-year demand backdrop that flows directly to Vertiv's switchgear, UPS, and liquid-cooling product lines.
- Q2 2026 sales rose 21% YoY (14% organic), with Electrical Americas at a record $4.0B and segment margins of 23.1%, above guidance.
- Total Electrical backlog up 43% YoY; 12-month rolling orders +41% in Electrical Americas — driven by data centers, where DC orders ran +85% YoY.
- Q3's pending Mobility business separation (Reverse Morris Trust, expected close Q1 2027) sharpens the pure-play electrical-and-aerospace profile.
- Eaton-style electrical infrastructure and pipeline exposure puts MasTec inside the AI/data-center transmission build-out.
- Higher leverage and pipeline-segment cyclicality create re-rating risk if 2026–2027 hyperscaler capex wobbles — a sharper bullish/bearish spread than EMCOR or Comfort Systems.
- Q3–Q4 2026 backlog commentary will be the decisive near-term catalyst.
- NYC-tilted portfolio (with SF and Chicago trophy assets) directly captures AI-driven Class A leasing in midtown and the Plaza district.
- Debt-to-equity of 1.57x ties the recovery to long-end rate stability; rate re-pricing is the dominant external risk to the thesis.
- Q2 2026 revenue +5% YoY with leasing momentum improving — turn-around thesis tracking but not yet confirmed in earnings.
- The purest Manhattan office play — 88 buildings totaling ~38.2M sq ft of owned and debt/equity interests — rides the AI-led Class A recovery hardest in either direction.
- Q2 2026 revenue rose 27% YoY to $998M, but TTM net income is still negative on impairments; the thesis hinges on office-leasing NOI inflection materializing in 2027.
- Watch the 4Q 2026 leasing update (expected late Jan/Feb 2027) and 2027 guidance as the binary catalyst.
