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    Future fears

    In big-city Texas, Dallas-Fort Worth workers face greatest job threat from robots

    John Egan
    Jan 30, 2019 | 1:43 pm
    Engineer overseeing automated production
    Machines substitute for tasks, not jobs.
    Photo by vm/Getty Images

    Among the four major metro areas in Texas, robotic labor poses the biggest danger to workers in Dallas-Fort Worth, according to a new study from the Brookings Institution’s Metropolitan Policy Program.

    The study finds that 46.5 percent of workplace tasks are susceptible to automation among all occupations in DFW. Authors of the study are quick to point out that this doesn’t mean human workers will be entirely replaced by robots. Rather, they say, it means at least some of the humans’ tasks could be automated.

    “While this report concludes that the future may not be as dystopian as the most dire voices claim, plenty of people and places will be affected by automation, and much will need to be done to mitigate the coming disruptions,” the authors write.

    Overall, DFW ranks 29th among the country’s 100 biggest metro areas for potential disruption by automation. Across the country, jobs that could encounter the most interference from automation include food preparation worker, payroll clerk, and commuter network support specialist, according to the report.

    “Machines substitute for tasks, not jobs. A job is a collection of tasks,” the report says. “Some of those tasks are best done by humans, others by machines. Even under the most aggressive scenarios of technological advancement, it is unlikely that machines will be able to substitute for all tasks in any one occupation.”

    Elsewhere in Texas:

    • Houston ranks 31st among the country’s 100 biggest metros, with 46.3 percent of work tasks susceptible to automation.
    • San Antonio ranks 41st among the country’s 100 biggest metros, with 46 percent of work tasks susceptible to automation.
    • Austin ranks 78th among the country’s 100 biggest metros, with 44.3 percent of work tasks susceptible to automation.

    According to CityLab, the Brookings report shows places where energy jobs are prevalent, such as Houston, will get through the automation period “relatively unscathed,” as will college towns and state capitals like Austin.

    Authors of the report maintain that automation complements human labor.

    “Generally, whatever workplace activity isn’t taken over by automation is complemented by it — making each remaining human task more valuable. This makes labor more valuable, and the increased productivity generally … translates into higher wages,” the report says.

    The report indicates that among the 100 largest U.S. metros, Toledo, Ohio, confronts the most potential automation in the workplace (49 percent share of job tasks), while Washington, D.C., faces the least potential automation (39.8 percent share of job tasks).

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    cyber commute

    Frisco tops 2026 list of U.S. cities with the most remote workers

    Amber Heckler
    Jan 29, 2026 | 10:28 am
    Remote work
    Photo by Unsplash
    Remote work really is all that and a bag of chips.

    North Dallas neighbor Frisco has landed atop a 2026 list of U.S. cities with the most remote workers for the second consecutive year, and an up-and-coming McKinney has surged into the top 10.

    The personal finance experts at SmartAsset compared the 357 largest U.S. cities based on the percentage of people who work from home, and additionally calculated the mean commute times for non-remote workers in each city. Remote work prevalence was analyzed using U.S. Census data from 2023-2024.

    The findings revealed a third of all employees based in Frisco work remotely, with more than 42,000 remote workers as of 2024. However, the city's remote work prevalence is slightly lower than it was the year before.

    "Frisco remains the top city for remote work with 33.7 percent of workers aged 16 and up working from home, despite a slight decline from 34.2 percent a year earlier," the report said.

    Frisco residents that don't have the privilege of working remotely spend about 27.3 minutes on average commuting to their workplaces, SmartAsset added. Over 63 percent of Frisco workers drive to their jobs, and less than one percent walk to work.

    In McKinney, the prevalence of remote workers in the city surged from 24.2 percent in 2023 to 26.7 percent in 2024. The report additionally found there were 32,798 residents working remotely in McKinney in 2024.

    McKinney workers also spend more time commuting than Frisco residents do. The average commute time for in-person work in the city added up to 31.8 minutes. Nearly 70 percent of workers drive to their jobs, and .69 percent report that they walk to work.

    Nationally, remote work has declined as more employers push return-to-office mandates, according to SmartAsset. But new reports have indicated these mandates are backfiring as more people seek employment at companies that embrace and prioritize flexible working environments.

    "Remote work can open up a lot of opportunities for employees, families, and employers alike," the report's author wrote. "However, shifts into remote work may also cause short-term challenges to some communities – such as loss or redistribution of businesses and services used by commuters."

    For remote workers in Dallas-Fort Worth, there's a greater financial incentive to work remote than to commute. An April 2025 U.S. Census Bureau study determined remote workers in the Metroplex earn nearly 51 percent more than their commuting counterparts. Dallas-area remote workers made a median income of $77,000 in 2023, compared to $51,100 for other workers.

    "Tradeoffs abound, tracking the evolution of work culture and where the spoils of productivity end up can provide guidance to businesses, politicians, job-seekers, and employers alike," the report said.

    The top 10 U.S. cities with the most prevalent remote workforces are:

    • No. 1 – Frisco, Texas
    • No. 2 – Berkeley, California
    • No. 3 – Cary, North Carolina
    • No. 4 – Boulder, Colorado
    • No. 5 – Scottsdale, Arizona
    • No. 6 – Arlington, Virginia
    • No. 7 – McKinney, Texas
    • No. 8 – Fishers, Indiana
    • No. 9 – Boca Raton, Florida
    • No. 10 – Carlsbad, California
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