Remote workers in Houston earn 40 percent more than their commuting counterparts, according to recent data from the U.S. Census Bureau. Photo via Getty Images.

In the Houston metro area, it pays to work from home.

Data published recently by the U.S. Census Bureau shows remote workers in the Houston metro earn 40 percent more than their commuting counterparts. For remote workers in the Houston area, median earnings stood at $67,500 in 2023, compared with $48,200 for other workers.

Federal data cited by Visual Capitalist indicates 11.8 percent of the Houston area’s labor pool, or nearly 460,000 people, were remote workers in 2023.

In the Dallas metro area, the difference in median earnings between remote workers and non-remote workers is even more stark. According to Census Bureau data, remote workers there earned $77,000 in 2023 — 50.7 percent more than the $51,100 for traditional workers.

Why the wide gap in pay? The Census Bureau says remote workers are more likely to be older, more likely to be white and less likely to live below the poverty line. All of these traits contribute to higher income.

Among home-based workers in the country’s five biggest metros, median earnings for remote workers were highest in the New York and Chicago areas (over $80,000) and lowest in the Houston area (under $70,000), according to the Census Bureau.

The five-metro comparison also reveals that the Houston area had the highest share (6.8 percent) of all workers, both remote and non-remote, living below the federal poverty level.

In a recent Substack post, urban planner Bill Fulton notes that remote workers in major cities typically earn 50 percent to 80 percent more than other workers do. He declares that “remote workers are far more affluent than everybody else. They are, of course, office workers, not blue-collar or service workers, and they tend to be more highly educated.”
Harris County welcomed more new out-of-state arrivals than any other county in Texas. Getty Images

Houston area tops Texas with biggest population of out-of-state residents

New to Hou

In the late 1800s through the mid-1950s, New York City's Ellis Island — sitting in the Statue of Liberty's shadow — served as the entry point for millions of new arrivals to the U.S.

Houston doesn't have its own version of Ellis Island, but perhaps it deserves a symbolic one to commemorate the flood of new arrivals from other states.

In 2017, Harris County welcomed more new out-of-state arrivals (81,781) than any other county in Texas, according to a data analysis released December 9 by StorageCafé, a self-storage marketplace.

That influx stands to reason, since Harris County is the state's largest county as measured by population (more than 4 million and counting). Still, it's astounding that Harris County attracted almost as many new arrivals as the entire population of Conroe (87,654 in 2018).

StorageCafé based its analysis on data published last year by the U.S. Census Bureau. The analysis excludes new arrivals from other Texas counties and new arrivals from outside the U.S.

No other county in the Houston metro area appeared in StorageCafé's ranking of the top 10 Texas counties for new arrivals from out of state. That hardly discounts the fact that the entire metro area is witnessing substantial population growth, though.

The Houston area added nearly 1.08 million residents between 2010 and 2018, growing at a rate of 18.2 percent, according to Census Bureau figures cited by the Greater Houston Partnership. From 2017 to 2018 alone, the region's population jumped by 91,689 — the third largest increase in the country — to just shy of 7 million.

To be clear, more than 1 million people didn't pack up and move to the Houston area from 2010 to 2018. Rather, the region's population growth rate comprises arrivals and births stacked up against departures and deaths.

Although the StorageCafé analysis indicates a Texas-leading population spike, Bill Fulton, director of Rice University's Kinder Institute for Urban Research, notes that Harris County has experienced an overall decline in population growth since 2015.

"This is not surprising given the drop in oil prices, which led to economic stagnation in Houston," Fulton tells CultureMap.

Fulton points out that Harris County's population gains don't match the combined growth of the Dallas-Fort Worth area's two biggest counties — Dallas and Tarrant. Dallas County has about 2.6 million residents, while Tarrant County (Fort Worth) has a little over 2 million. That's a total of about 4.6 million, compared with Harris County's nearly 4.7 million residents.

"Don't be deceived into thinking that because Harris County has a much greater population increase than any other county, that, therefore, metro Houston is growing a lot faster than DFW," Fulton says. "If you add the Dallas and Tarrant numbers together, it clearly shows that DFW is still attracting more [newcomers] than Houston."

"The bottom line is: For the past several years, DFW has been growing faster than Houston, and that growth has been driven by [more newcomers] from other states," Fulton adds.

Indeed, grabbing second place in the StorageCafé ranking was Dallas County, with 47,336 new out-of-state arrivals in 2017. And in the No. 3 spot, next-door Tarrant County picked up 44,181 new arrivals. That means Dallas and Tarrant counties drew more than 91,500 new out-of-state residents in 2017, beating the total for Harris County.

Two other DFW counties, Collin and Denton, ranked sixth and seventh, respectively, in StorageCafé's list of the top 10 Texas counties. Collin County saw 24,918 new out-of-state arrivals in 2017, with Denton County at 22,190.

All told, the four DFW counties in Texas' top 10 absorbed 138,625 new out-of-state residents in 2017. By comparison, 138,541 people lived in Denton in 2018, the Census Bureau says.

From 2010 to 2018, Dallas-Fort Worth added more residents — over 1.11 million, or a growth rate of 17.3 percent — than any other major metro area in the country, according to the Census Bureau. In terms of the sheer number of new residents, DFW eclipsed Houston during that period, but Houston held a slight edge for percentage growth.

Bexar County, which anchors the San Antonio metro area, claimed the No. 4 spot in the StorageCafé ranking, attracting 41,062 out-of-state newcomers in 2017.

Just behind it, at No. 5, was Travis County, which anchors the Austin metro area. The StorageCafé data shows 33,939 people relocated to Travis County from out of state in 2017. Rounding out the top 10 was Williamson County (suburban Austin), with 15,712 out-of-state newcomers.

Combined, Travis and Williamson counties gained close to 50,000 out-of-staters in 2017. By comparison, Pflugerville was home to 59,245 residents in 2018, according to the Census Bureau.

Others in the top 10 were El Paso County at No. 8 and Bell County (home of Killeen and Temple) at No. 9.

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This article originally ran on CultureMap.

The funds will go toward the Kinder Institute's civic data initiatives. Photo via news.rice.edu

Kinder Institute expands its urban data initiatives following $2.25M of fresh funds from the Houston Endowment

Money moves

The Houston Endowment has renewed its support of Rice University's Kinder Institute for Urban Research with a $2.25 million three-year grant to expand its services relating to urban data collection and use.

"We are immensely grateful to Houston Endowment for its continued support of Rice and the Kinder Institute," Rice President David Leebron says in a release. "This renewed funding will allow the institute to continue its critical data-driven work to better understand the challenges that Houston and other cities are facing and create lasting solutions. Contributing to our home city and others in this way is central to Rice's mission and its strategic plan, and we are extremely appreciative of this generous support."

In addition to supporting the Kinder Institute's data tools, the funding will contribute to the Houston Urban Data Project 2.0. The institute is involved in the project as is the Houston Community Data Connections, or HCDC. According to the release, the UDP will work to align and enhance urban and community data initiatives, develop training and research support for a larger user base, and raise awareness of the institute's research through outreach.

The HCDC, which was established in September of 2017, is already equipped to analyze 143 areas in Harris County with over 9,000 users, almost 16,000 site sessions, and over 45,000 page views, per the release. The program has seen 120 research and data requests since launch. Meanwhile, the UDP has 200 datasets in Houston and has 400 users who have accessed the site 6,000 times since it launched in the Spring of 2018

"The UDP and HCDC have laid the foundation for a shift in how data is used and decisions are made in the public, philanthropic and nonprofit sectors, and this funding will allow the Kinder Institute to build on this work," says Bill Fulton, director of the institute, in the release. "This project will help drive effective, data-driven decision-making for the region and will make the Kinder Institute the data hub for the entire region and a model for other cities around the world."

The purpose of the program will be two initiatives: Building Better Cities, which will focus on government efficiency and urban systems, and Building Better Lives, geared at quality of life and urban disparity among Houston residents.

"At Houston Endowment, our vision is a vibrant region where all have the opportunity to thrive," says Ann B. Stern, president and CEO of Houston Endowment, in the release. "We believe that making good data available to the public leads to better-informed decision-making on the part of our public officials and allows residents to more effectively advocate for their communities' needs. This is why the UDP and HCDC are so important for the future of our region."

The Kinder Institute, founded in 2010, is a research and advocate organization for urban development in Houston, and the Houston Endowment, established by Jesse H. and Mary Gibbs Jones in 1937, has assets of $1.8 billion and contributes around $70 million annually.

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Houston college joins inaugural workforce accelerator supported by Google

hands-on training

Houston City College (HCC) is one of 15 community colleges from around the country to be selected for the first-ever Workforce Futures Accelerator.

The three-year effort is supported by Google.org, the tech company’s philanthropic arm, and led by the Association of Community College Trustees (ACCT), a non-profit educational organization that represents over 500 community, junior, and technical colleges. The accelerator focuses on helping colleges embed virtual, employer-sponsored training opportunities into short-term workforce training programs, giving participants access to opportunities that they might otherwise receive through internships or other "work-based learning" stints.

"The Workforce Futures Accelerator reflects the Houston City College mission of offering a high-quality, affordable education for workforce training and career development," Pretta VanDible Stallworth, HCC trustee and chair-elect of the ACCT board of directors, said in a news release. "Advancing student success and creating pathways to opportunities ensures that our students are well equipped to succeed and build a secure future in today's economy.”

Through the accelerator, HCC is tasked with fusing online project-based learning opportunities with its workforce education programs. The idea is to give students hands-on experiences working on projects sponsored by employers, allowing them to gain real-world knowledge in the process.

HCC will select two workforce programs that meet the accelerator’s criteria and insert into them into coursework. In the second and third year of the accelerator, the selected colleges are expected to scale the programs by adding instructors and programs to develop a network of to support their continued implementation.

“Participation by HCC will strengthen how we provide students with career-connected learning experiences that complement their classroom education and align with the needs of employers,” HCC Chancellor Margaret Ford Fisher added in the news release. “We are focused on ‘future forward’ strategies to meet the present and future needs of our region’s businesses.”

Two other Texas colleges were chosen to participate in the accelerator: Lamar Institute of Technology in Beaumont and Grayson College in Denison.

The remaining cohort includes:

  • Bergen Community College in Paramus, New Jersey
  • Central Louisiana Community College in Alexandria, Louisiana
  • Clark State College in Springfield, Ohio
  • Great Basin College in Elko, Nevada
  • Heartland Community College in Normal, Illinois
  • Hudson County Community College in Jersey City, New Jersey
  • Manchester Community College in Manchester, New Hampshire
  • Mesa Community College in Mesa, Arizona
  • Mohave College in Kingman, Arizona
  • San Joaquin Delta Community College in Stockton, California
  • San Juan College in Farmington, New Mexico
  • West Virginia University Parkersburg in Parkersburg, West Virginia

New report ranks Texas among top 10 states where AI could disrupt jobs

AI Workforce

A new nationwide report examining where AI could "reshape" the most jobs has ranked Texas No. 9 among the most at-risk states for AI job disruption.

The new SmartAsset report compared all 50 states and the District of Columbia to calculate the estimated percent of the workforce employed in the 26 occupations with the highest AI exposure, as determined by June 2026 research by the Virginia Economic Information and Analytics Division.

The findings revealed that 500,000 Texas workers, or 3.55 percent of the total workforce, are employed in occupations with "high exposure to potential AI disruption."

This also places the Lone Star State as the 9th most at-risk state in the U.S. where AI exposure can lead to "declining hiring demand, wage pressure, task automation, and other forms of disruption."

"States with larger concentrations of highly exposed occupations could experience more pronounced labor-market changes, particularly in roles where core tasks are more vulnerable to AI-driven restructuring," the report's author wrote.

Texas' biggest cities, like Houston and Austin, are known for their thriving tech and business industries, and the study noted that many of the occupations within those sectors are the most at risk. The Virginia Economic Information and Analytics Division said the top five most AI-exposed occupations in the U.S. are: mathematicians, proofreaders, correspondence clerks, court reporters, and media and communication workers. Additionally, computer programmers, database administrators, web developers, telephone operators, and communications equipment operators round out the top 10 most at-risk positions.

These are the 16 remaining occupations most exposed to AI disruption, in order:

  • Data Entry Keyers
  • Statistical Assistants
  • Office Support Workers
  • Interpreters and Translators
  • Database Architects
  • Software Quality Assurance Analysts
  • Medical Transcriptionists
  • Software Developers
  • Writers and Authors
  • Payroll Clerks
  • Web Designers
  • Miscellaneous Computer Occupations
  • Insurance Claims Processors
  • Telemarketers
  • Computer Numerically Controlled Tool Programmers
  • Bookkeeping and Accounting Clerks

A separate SmartAsset report from April 2026 found about 20.5 percent of Texas workers use AI to do their jobs in some capacity. That trend will continue to shift further as employers and employees choose to adopt — or reject — AI implementation.

Across the U.S., Washington topped the list as the state with the highest concentration of AI-exposed jobs, with nearly 5.7 percent of the state's workforce employed in the 26 most at-risk positions. SmartAsset said Washington's high prevalence of technology companies is a significant factor that skyrocketed the state to the top of the list.

"Home to major technology companies including Microsoft, Amazon, T-Mobile and Expedia, the state has large numbers of computer programmers and software developers, two occupations with high exposure," the report said.

Meanwhile, Mississippi ranked No. 51 with the lowest concentration of AI-exposed jobs in the nation. About 22,500 workers in Mississippi, or 1.93 percent of its workforce, are at risk for AI disruption.

The top 10 states where AI could reshape the most jobs are:

  • No. 1 – Washington
  • No. 2 – Virginia
  • No. 3 – District of Columbia
  • No. 4 – California
  • No. 5 – Utah
  • No. 6 – Maryland
  • No. 7 – Colorado
  • No. 8 – New Hampshire
  • No. 9 – Texas
  • No. 10 – North Carolina
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This article originally appeared on CultureMap.com.

UH lands $1.2M NIH grant to fight superbugs using AI, quantum sensing

drug defense

The fight against antibiotic-resistant bacteria like MRSA is getting science fiction-like upgrades at the University of Houston thanks to a new four-year, $1.26 million grant from the National Institutes of Health.

The university says the recent funding brings total federal support up to $3.5 million for 11 years for the project, which uses AI and quantum-sensing technology to better understand how bacterial proteins develop resistance to drugs.

Any medical professional will tell you that one of the worst things that can happen is almost killing an infection. Bacteria that survive attacks from conventional antibiotic treatments emerge tougher, more resistant and more aggressive than before–making them much harder to treat. A good example is the superbug methicillin-resistant Staphylococcus aureus (MRSA).

UH chemistry professors Yuhong Wang and Shoujun Xu are working on this issue. They know full well that fighting superbugs requires new technology and new approaches, which is what they aim to pioneer with their new grant.

“Drug-resistant bacterial infections such as MRSA are becoming harder to treat, creating an urgent need for faster ways to understand how antibiotics and other small molecules interact with bacterial proteins,” Wang said in a news release.

Wang and Xu’s work centers around GTP, a cellular fuel that can cause tiny changes to a cell's structure when it mutates. Sometimes, those shape changes make it easier for drugs to breach the wall and attack the cells.

The UH scientists are employing AlphaFold, an AI-powered tool that can scan large molecular libraries in seconds. From these models, they can see promising drug combinations for future testing.

Once identified, the team uses their invention, super-resolution force spectroscopy, to monitor the cells. Tiny magnetic beads are attached to genetic material, then magnified to see how strong that material is when pulled. They can measure this incredible microscopic process through an atomic magnetometer, typically used in quantum physics. Combined, all these tools allow a high-definition look at how each molecule might respond to new chemical approaches.

“We're the only chemists in the world that use an atomic magnetometer for biological research,” Xu said. “It's a technique developed by physicists, and there is usually a gap between techniques developed by physicists and biological applications. Yuhong and I have been bridging that gap together for the past 10 years.”

Eventually, Wang and Xu hope to develop powerful software that can be used by drug manufacturers to model cellular responses. With enough predictive data, the software could even get ahead of superbugs’ own mutation, allowing drugs to be developed before new strains arrive.

"We want an algorithm where you input a protein sequence, score the mutation hotspots, and develop new inhibitors before a drug-resistant species even emerges," Wang added.