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Severino: Jobs are a shrinking gauge of CRE demand

BGO's chief economist says headcount no longer explains where property demand is coming from.

At a glance

  1. Ryan Severino, BGO's chief economist and head of U.S. research, argues in the latest edition of The Chief Economist, covered by IREI, that the page is losing its authority.
  2. Office is the subtler case.
  3. For allocators the lesson is direct, reinforcing the data-center rotation this publication has argued is reshaping institutional real estate.

For decades employment has been the first page of the commercial real estate underwriting playbook. Ryan Severino, BGO's chief economist and head of U.S. research, argues in the latest edition of The Chief Economist, covered by IREI, that the page is losing its authority. Job growth still matters, Severino says, but productivity, artificial intelligence, automation, and capital-intensive investment now carry a larger share of economic growth, and the property demand they create often arrives without a matching headcount. Advanced manufacturing and data centers prove the point, absorbing significant investment and square footage while hiring comparatively few permanent workers.

Office is the subtler case. Severino says demand there increasingly follows workplace utilization, employee income, and business models rather than the headcount assigned to a building, complicating the standard recovery trade that assumes occupancy returns when jobs return. Real estate analysis needs a wider set of indicators alongside employment, because the link between economic growth and property demand has become more complex.

For allocators the lesson is direct, reinforcing the data-center rotation this publication has argued is reshaping institutional real estate. The property types that embody that shift—digital infrastructure, advanced manufacturing, and the warehouses that support them—are where construction spending and payrolls have come uncoupled. Underwriting those assets on employment data alone would miss what drives them: power contracts, land entitlements, cooling capacity, and a capital base that behaves more like infrastructure than property.

The office corollary is uncomfortable for anyone waiting on a broad-based bounce. If utilization and income are doing the work, recovery will not look like 2019 headcount returning; it will look like fewer, better-used buildings carrying higher realized rent per occupant. That is a harsher discipline than the last cycle's proxy, and it argues for sorting capital toward high-quality assets instead of waiting for the employment report to lift every tower.

Severino keeps employment in the model but demotes it, and for an allocation team the practical move is to widen the inputs, putting power, permits, utilization, and income alongside payrolls. The demand created by data centers and advanced factories does not need to pass through a payroll department to be real.

Reported by the Sectors desk from IREI. Published . Updated Aug 21, 2026 · 4:36 p.m. ET. Corrections

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