When the Unbiased Finances Workplace and the metropolis comptroller launched their annual financial and price range evaluation late final yr, they projected that New York Metropolis would add about 40,000 jobs in 2025, largely house well being care jobs.
However when the ultimate numbers got here out within the spring, the state labor division mentioned town had really misplaced 20,000 jobs — with a pointy discount in house well being care jobs.
Now a report from economist James Parrott says that town actually added 22,000 jobs final yr.
What occurred? In response to Parrott, senior adviser to the Heart for New York Metropolis Affairs on the New College, the state Division of Labor’s numbers on house well being care jobs have been inaccurate for the final two years. What does it imply? It is going to be very onerous to know what is occurring with town economic system this yr, which may have an effect on all the things from financial improvement efforts to projections of metropolis tax revenues.
“Except you make a tough adjustment within the knowledge to appropriate for the misreporting of homecare jobs, we’re left with a distorted view of town’s economic system and job market,” Parrott mentioned.

How Economists Observe Employment
Each month, the U.S. Division of Labor asks 600,000 employers nationwide what number of jobs they added or shed. That won’t look like lots, however political polls routinely report who’s forward in a presidential race by reaching not more than 3,000 voters and infrequently as few as 1,000. The New York Metropolis job numbers are primarily based on the stories of the native employers.
Within the spring, these numbers are revised primarily based on unemployment insurance coverage taxes paid by all employers. These numbers are extra complete.
What Went Flawed?
Dwelling well being care employment surged between 2022 and 2025 when the state started permitting kin and associates to be paid for offering care to seniors and disabled purchasers beneath the state’s Medicaid program. The state additionally allowed 600 social service companies to be concerned to rent and pay them. It grew to become very tough to trace how many individuals had been employed and the place they had been working.
Within the spring of 2025, to regulate prices, the administration of Gov. Kathy Hochul established a single middleman for the hiring of all well being aides, which resulted in additional exact knowledge. Parrot says the brand new info confirmed that the labor division had overstated the variety of these jobs within the metropolis and understated these exterior town.

So, What Are the Actual Job Numbers?
In consequence, says Parrott, town really gained about 22,000 jobs, which — whereas a lot slower than in recent times — was significantly higher than the nationwide jobs improve in share phrases.
Different economists who monitor town’s economic system instructed THE CITY they believed Parrott’s work was correct.
A spokesperson for the state Labor Division didn’t return a request for remark.
What Does This Imply for 2026?
For the reason that revised 2025 state labor division numbers aren’t correct, will probably be unattainable to match the present variety of jobs in New York Metropolis with 2025, leaving uncertainty within the official knowledge about whether or not town is definitely gaining or dropping employment.
For instance, March knowledge launched final week confirmed town has misplaced 37,000 positions during the last 12 months. But when the March 2025 job quantity will not be appropriate, neither is the 37,000 determine.
One other Complication
Town comptroller has begun monitoring personal sector jobs excluding well being care and social providers. In the meantime, authorities jobs are typically good paying ones — they depend too.

How’s the economic system?
“Town’s labor market misplaced momentum in 2025,” Parrott writes, “The unemployment price and poverty price are greater than earlier than the pandemic.” He provides that the affect of upper tariffs, rising costs due to the warfare with Iran and anticipated job losses resulting from synthetic intelligence recommend the labor market will probably be marked by instability and structural transformation.
The state comptroller’s workplace can be fearful.
“The evaluation simply confirms what has turn out to be a recurring story on jobs — authorities and Wall Avenue are important contributors amid a slowing job progress image within the metropolis,” mentioned Rahul Jain, the deputy comptroller for New York Metropolis. “We have gotten extra, not much less, reliant on these sectors for job progress and a few of the conventional ladders for coming into and shifting up by way of the wage ladder.”
Sectors like leisure, hospitality and development “are exhibiting softness,” he added.

