Texas' workforce is at risk of AI job disruption. Photo via Getty Images

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.

The program will allow students to learn at their own pace, and is supported seven days a week by tutorial and technical staff, and offers flexible payment options with a low initial registration fee. Photo by Brett Sayles/Pexels

University of Houston System debuts new program to develop clean energy workforce

future of energy

University of Houston-Downtown announced a new Wind Turbine Technician Certificate Program.

UHD’s goal with the new program is to address the global need for workers skilled in servicing, diagnosing, repairing and installing wind turbines and other associated equipment.

The program will allow students to learn at their own pace, and is supported seven days a week by tutorial and technical staff, and offers flexible payment options with a low initial registration fee.

Some courses can be purchased as students work through them.The total cost is $1,750 for the entire program.

The course will be delivered in partnership with George Brown College in Toronto. George Brown College is a leader in distance learning, and one program highlight will be its 3D interactive wind turbine simulator. The wind turbine simulator will have key features like real-time visualization, interactive operation, pre-built lab projects, and Pitch and Yaw Ladder Logic applications, which shows how Programmable Logic Controllers (PLCs) are used to provide automatic control of wind turbines.

“The programs we develop at George Brown College feature robust technical simulation software so we can reach different students, like those looking to diversify their skills and can’t attend full time because of family or work commitments,” Colin Simpson, dean of continuous learning, says in a news release. “Additionally, our partnership with University of Houston-Downtown allows us to extend our reach to help train the U.S. clean energy workforce.”

According to Global Wind Energy Council’s Global Wind Report 2023, over half a million new wind technicians will be needed by 2026 to service the expected capacity increases, as wind generation is expected to more than double by 2030. Texas produces 26 percent of all U.S. wind-sourced electricity.

“Wind energy is one of the fastest-growing energy sources in the world, and as the largest wind producer in the United States, there is a growing need for skilled technicians in Texas,” UHD President Loren J. Blanchard adds. “By partnering with George Brown College, we’re able to leverage a unique online program to develop a skilled workforce for the wind energy sector in the state and beyond.”

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This article originally ran on EnergyCapital.

Houston — home to the Texas Medical Center — has made the cut for top life science metros. Photo via Getty Images

Houston recognized for its workforce among top life science cities

we're no. 13

Of the top 25 United States metros ranked as the best for life science, Houston came in at lucky No. 13.

CommercialCafe issued a report this month ranking the top 25 U.S. cities for life science, factoring in volume of life science patents, number of life science establishments, size of workforce, educational institutions, office market, and more.

Houston stood out on the report for a few metrics. It might not be surprising, as Houston is home to the world's largest medical center, but the city boasts the 10th largest workforce with 5,100 workers employed in industry related occupations, the report found. Additionally, the city ranked:

  • No. 8 for life science education — more than 860,000 area residents aged 25 years or older hold a bachelor’s degree in an industry related field.
  • No. 9 for life science establishments — which has increased 23 percent since 2018 to a total of nearly 3,300.
  • No. 9 for life science square footage added — with roughly 840,000 square feet of new life sciences projects currently in development

As positive as the report finds Houston's life science market, the ranking represents a decrease in ranking compared to 2022 where Houston scored a spot in the top 10. In fact, Houston can't even claim the top spot in the Lone Star State. No Texas cities made the top 10, but the Dallas area secured the No. 11 ranking. Dallas was also ranked highly for its talent pool.

Meanwhile in central Texas, Austin claimed the No. 22 spot. The full ranking is below.

www.commercialcafe.com

Conveniently, CBRE, which also ranks the top life science markets every year, agrees with CommercialCafe's ranking of Houston. The 2023 report placed Houston at No. 13, which is exactly where the Bayou City ranked in 2022. However, according to CBRE, Houston ranks ahead of Dallas and Austin, which both still claimed rankings in the top 25.

The opportunities to reach and empower underserved populations to participate in the health care workforce are limitless. Photo via Getty Images

Op-Ed: Removing barriers is critical for the future of Houston's health care workforce

guest column

Houston houses one of the most renowned medical communities in the world. However, Texas' current health care workforce shortage has severely impacted the city, with large swaths of the Gulf Coast Region deemed medically underserved. Thousands of Houstonians are impacted year after year due to the lack of access to life-saving medical care.

The obvious solution to this problem is to form a pipeline of health care workers by equipping students with the necessary skills and education to fill this gap. Sadly, many individuals who lack opportunity yet aspire to pursue a career in the health care industry face barriers related to childcare, transportation, mentorship gaps and life's unexpected circumstances.

Dwyer Workforce Development (DWD), a national health care training nonprofit, has recently expanded its footprint to Texas and has joined Houston Community College (HCC), one of the largest community colleges in the country, to provide life-changing support and create a pipeline of new health care workers, many who come from underserved areas.

Last year, our organizations launched the Dwyer Scholar Apprenticeship program, which is actively enrolling to combat the health care shortage and bring opportunities to those lacking. Working together, we are supporting apprentices each year to earn their Certified Nurse Aide (CNA) certificates, where students can choose a Phlebotomy or EKG specialization, helping our city meet the demand for one of the most essential and in-demand jobs in health care each year. Our program will help address Texas' loss of 36 percent of its CNAs over the past decade while providing gateways for highly motivated students—Dwyer Scholars—to thrive in long-term health care careers.

We know financial barriers prevent many potential health care workers from obtaining the certifications needed to enter the workforce. That's why we are bringing our innovative programs together, enabling Scholars to earn while they learn and opening doors for those who do not have the financial luxury of completing their training in a traditional educational atmosphere.

After enrollment, DWD continues to provide case management and additional financial support for pressures like housing, childcare, and transportation so Scholars don't have to put their work before their education. Scholars are placed with employers during the program, where they complete their apprenticeships and begin full-time employment following graduation.

The Texas Workforce Commission has identified apprenticeship programs as a key area for expansion to meet employer demand for skilled workers. Through our partnership, we are doing just that – and the model is proven. More than 85 percent of DWD Scholars in Maryland, where the program was established, have earned their certificates and are now employed or on track to begin their careers.

Our work doesn't end here. Over the next decade, Texas will face a shortage of 57,000 skilled nurses. Texas must continue to expand awareness and access to key workforce training programs to improve outcomes for diverse needs. Our organizations are working to vastly expand our reach, making the unattainable attainable and helping to improve the lives and health of our community.

No one's past or present should dictate their future. Everyone deserves access to health care, the ability to further their education and the chance to set and achieve life goals. The opportunities to reach and empower underserved populations to participate in the health care workforce are limitless.

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Barb Clapp is CEO of Dwyer Workforce Development, a nonprofit that supports individuals who aspire to pursue a career in the health care industry. Christina Robinson is the executive director for work-based learning and industry partnerships at Houston Community College.

Texas has landed in the No. 8 spot for the best states for Black entrepreneurs. Photo by Christina Morillo/Pexels

Report: Texas remains a top state for Black entrepreneurs

by the numbers

The Lone Star State has again ranked among the top states for Black entrepreneurs, but Texas didn't rank as highly as it did in 2022.

According to Merchant Maverick’s latest annual report on the state of Black businesses, Texas has landed in the No. 8 spot for the best states for Black entrepreneurs. While the state maintains a position in the top 10, Texas has dropped from its No. 3 spot last year.

Guided by metrics including Black-owned businesses per million residents, percentage of the state’s workforce employed by Black-owned businesses, average annual payroll of Black-owned businesses, average annual income of Black business owners, regional price parity, a cost of living indicator, unemployment rate, and Top state income tax bracket rates, the report also noted the following key takeaways:

The Lone Star State is:

  • No. 9 for highest average annual income.
  • Home to 360 Black-owned businesses per capita.
  • No. 15 highest in the nation for percentage of the workforce working for Black businesses.

Black businesses continue to see success all over the state.

The largest Black tech conference in the country, the 2023 AfroTech Conference, recently returned to Austin for the second straight year at the Austin Convention Center. The five-day conference united over 300 companies – including Amazon, Meta, and Google – to expand the representation of Black Americans in STEM fields.

In 2022, a ranking by Black employees at Apartment List put Houston at No. 4 among the best cities for Black professionals. The Apartment List employees judged 82 cities in four categories: Business environment for Black professionals. Houston ranks third. Black community and representation. Houston ranks fourth. Economic opportunities for Black professionals. Houston ranks seventh. Housing opportunities for Black professionals. Houston ranks No. 20.

Growth also was reflected post-pandemic for Black-owned startups in Houston according to study by economists at Rice University, Boston University, Columbia University, and the Massachusetts Institute of Technology (MIT). The study found that from 2019 to 2020, the startup rate rose 32 percent in four largely Black areas of Houston: Kashmere Gardens, Missouri City, South Acres, and Sunnyside. The statewide startup rate during that period was 10 just at percent.

Texas recently landed on another Merchant Maverick report, also dropping a few spots in Merchant Maverick’s annual ranking of the top 10 states for women-led startups. The Lone Star State landed at No. 5 for women-led startups in 2023, down from No. 2 in 2022. Last year, Texas ranked second, up from its No. 6 showing in 2021.
Houston's San Jacinto College is launching a biotechnology program in early 2024 to be housed in the Center for Biotechnology in Generation Park. Rendering courtesy of McCord

Houston-area college shares more details on new biotechnology program, center

coming soon

Houston's San Jacinto College will roll out a new biotechnology program in early 2024 as it gets closer to its goal of launching the Center for Biotechnology in Generation Park.

In partnership with the Ireland-based National Institute for Bioprocessing Research and Training, the licensed training curriculum will offer regional biopharmaceutical training at the college's South Campus starting in January.

Initially, the 90-hour hybrid training program will provide opportunities for participants to gain experience with "all aspects of biomanufacturing, specialized instrumentation and equipment training, and advanced techniques," according to a statement. Students will earn an onboarding certificate that will help them enter the field.

The college then plans to open the Center for Biotechnology, developed by McCord Development Inc., at its Generation Park Campus in the first quarter of 2025. The state-of-the-art facility is slated to allow for more hands-on training within simulated environments, and will allow students to earn associate of applied science degrees in biomanufacturing technology, as well as credentials for those already in the workforce.

“The biomanufacturing industry is seeing substantial growth in the Greater-Houston area,” Christopher Wild, executive director for the San Jacinto College Center for Biotechnology, says in a statement. “The College’s partnership to offer NIBRT’s premier, industry-leading training right here in the Houston-area represents a firm commitment to bolstering the biomanufacturing workforce pipeline which will help position the region for continued growth.”

The center will also offer programs that are customizable to industry partners' needs, according to a statement, and will provide cost-effective training for new hires. It will be the only NIBRT-licensed training in the Southwest and Southeast region.

“The NIBRT team have been very impressed by San Jacinto’s excellent track record in developing workforce programmes for the Greater Houston Region across a broad range of industrial sectors," Darrin Morrissey, CEO of NIBRT, says in a statement. We are very much looking forward to working with the San Jacinto team to deliver world class biopharma training programs to their students."

The new center is part of Generation Park, a 4,300-acre master-planned development in Northeast Houston. In late 2022, San Jac and McCord, which is developing Generation Park, shared that they had signed a memorandum of understanding with the NIBRT to launch the program and center.

At the time, San Jacinto College was slated to be the institute’s sixth global partner and second U.S. partner.

Over the summer, McCord also revealed plans for its 45-acre biomanufacturing campus at Generation Park.
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MD Anderson unveils $3.4B expansion with two new Houston cancer care facilities

major expansion

The cutting edge of cancer-fighting technology and science is getting even sharper after MD Anderson announced last week that it will open two new facilities in the Texas Medical Center within the next five years. Inspiration Tower and Prism will expand MD Anderson’s annual patient load in the TMC to 250,000 annually and will incorporate a variety of new techniques.

The $3.4 billion project will add 2 million square feet to MD Anderson's TMC footprint, bringing its total campus size to 22 million square feet by 2032. Located at the corner of Fannin Street and Holcombe Boulevard, the cancer center says the two new facilities will serve as its new "front door" to the TMC.

“Every detail of these buildings, from the technology to the treatment rooms, was designed around our patients who will receive their care in them and our employees who will work in them. The facilities will serve as a physical representation of hope for the patients and their families who will walk through the doors,” Dr. Jeffrey E. Lee, president ad interim of UT MD Anderson, said in a news release. “Inspiration Tower and Prism are the future of cancer care, and we are grateful for the longstanding support and guidance we’ve received from the UT System Board of Regents to bring these projects to life. These facilities are part of the most impactful capital expansion in UT MD Anderson’s history.”

Prism is especially exciting as it will represent fully half of the linear accelerator treatment in the TMC. Linear accelerator is a radiation treatment that uses magnetically charged fields to deliver targeted external radiation therapy, like shooting cancer with a rail gun. The treatment is safer and has fewer side effects than older radiation treatments.

In addition, Prism will contain 12 MRI machines, four CT scanners, two PET-CT units, 18 radiation vaults and seven radiation simulators. Patient comfort has also been put at a premium with multiple gardens and roof overlooks.

“Every patient we treat deserves an environment that reflects the excellence of the care they receive at UT MD Anderson,” Chris McKee, executive vice president and chief strategy officer at UT MD Anderson, added in the release. “Our new facilities will be innovative, agile, adaptable and beautiful, and they will allow us to care for more patients, more effectively – in an environment that enhances healing and well-being. We are building for our future and for every patient who will be counting on us.”

Prism is slated to open in 2030.

Inspiration Tower will have 25 floors of surgical, diagnostic, and treatment services. At 1.4 million square feet, it’s currently expected to be the largest cancer-specific treatment facility in the United States. The tower will be divided into units for specific types of cancer, making it easy to integrate the advancing research being done all over Houston.

Like Prism, Inspiration Tower is specifically designed to offer comfort and reassurance, with more garden space, terraces, and beautiful scenery to ease patient distress. It is expected to open in 2032.

Tesla will pull the plug on Cybertruck production at Texas factory in 2027

Tesla Talk

Tesla’s Cybertruck, the hulking, stainless-steel pickup that inspired devotion and derision with its science-fiction looks, will cease production next year.

CEO Elon Musk announced the model’s demise Friday, November 6, with a curt post on X, his social media site, simply noting production of the vehicle “will be winding down” around the middle of 2027 at its facility outside Austin, Texas. Musk said the move was to allow increased production of its Cybercab robotaxi.

For the Cybertruck, a pet project of Musk who insisted it was Tesla’s best product, it marks an unceremonious end to one of the auto industry’s most ballyhooed debuts.

“Few vehicles in history have generated as much attention,” said Armen Hareyan, whose Torque News site covers autos. “The Cybertruck became a cultural symbol – loved, mocked and impossible to ignore.”

The Cybertruck rolled onto the scene in a dramatic unveiling in 2019, when a Tesla designer hurled a metal ball at the vehicle to demonstrate its supposedly unbreakable glass, only to see it shatter. He repeated the stunt on another window of the truck only to shatter that one, too.

Even as some critics scoffed, Musk was steadfast.

“I just wanted to make a futuristic battle tank — something that looks like it could come out of ‘Blade Runner’ or ‘Aliens’ or something like that but was also highly functional,” he told Automotive News. He called it “a better sports car than a Porsche 911” and “a better truck than an F-150.”

It struck some as the perfect vehicular reflection of the brash, convention-busting Musk.

“A really controversial vehicle unveiled by a controversial individual into a market where none of the electric trucks have been able to really capture demand,” said Spencer Penn, a former Tesla executive who left the company before the Cybertruck’s launch and now heads software developer LightSource.

Penn remembered watching the unveiling and feeling initially revolted by the sight of the Cybertruck, calling its appearance “madness.” But the more he looked at it, the more his opinion changed. He signed up for a pre-sale reservation, though ended up not getting a Cybertruck when Musk’s promises of a price tag under $40,000 went unmet and the first trucks sold for double or more. Penn called the Cybertruck part of Tesla’s adventurous spirit that drives innovation.

“Some of these bets work and some of these bets don’t,” he said.

While the decision to end Cybertruck production may be driven by sales realities, it's also a reflection of Tesla’s shift to autonomous vehicles, on which Musk is betting the company’s future.

Musk once forecast he’d make 250,000 Cybertrucks a year. Kelley Blue Book estimated Tesla sold just 20,237 of the vehicles last year, down about half from the year prior. Sales through the end of September this year were down another 28%, according to Kelley Blue Book.

If the imposing, sharp-angled, dystopian appearance of the Cybertruck weren’t enough to turn many potential buyers away, Musk did so himself by allying with a panoply of right-wing figures, most notably U.S. President Donald Trump. He alienated some customers as his image morphed from eccentric innovator to polarizing force trading his billions for political influence.

Once-passionate Tesla drivers rushed to sell off their cars, or slapped stickers on the bumper declaring, “I bought this before Elon went crazy.” Organizers staged demonstrations outside Tesla showrooms and urged investors to dump shares of the company’s stock. Anger spilled into violence, with Molotov cocktails hurled at Tesla vehicles, charging stations set ablaze, and dealerships covered in graffiti.

Lovers of the Cybertruck became targets, too, subjected to shouts of “Nazi!” and extended middle fingers.

Ross Blankenship is one of them. When he first laid eyes on the Cybertruck, he felt transported to a world from his childhood, when he would play “Halo,” the sci-fi video game. He had to have it.

“I had that sort of child in me wanting to be part of something cool that would change the future of automotive,” Blankenship said in a call from his Cybertruck as he drove through Sunnyside, Colorado. Even as Blankenship found he agreed with Musk on politics, he hated seeing a vehicle he loved turned into a political symbol. “I never bought it for any other reason than the fascination with the future technology of trucks … so that was a little heartbreaking.”

He would buy another Cybertruck again in a heartbeat, calling its end “a sad moment.”

UTHealth Houston officially opens new tower in TMC's Helix Park

open for innovation

UTHealth Houston School of Public Health recently opened its new state-of-the-art tower in the Texas Medical Center’s Helix Park.

The 350,000-square-foot, 10-story campus at 1930 Old Spanish Trail was celebrated with an official ribbon-cutting ceremony on Oct. 28. The $229 million project will consolidate all UTHealth Houston School of Public Health operations into one facility. It will also connect students who are at the Austin, Brownsville, Dallas, El Paso and San Antonio campuses with peers and faculty through digital and distance learning.

Disciplines taught in the new tower will include epidemiology, genetics, nutrition, health policy, data science and health promotion, UTHealth shared when the building first broke ground in 2023.

Architects Kirksey Architecture and Smith Group designed the building, and Vaughn Construction served as general contractor. The facility features labs for studying human disease, classrooms and spaces to support interdisciplinary and community-based research, a broadcast studio and a teaching kitchen. A skybridge over Old Spanish Trail connects the new tower with a plaza that's shared with MD Anderson.

“This new facility reflects the kind of forward-looking investment that will serve Texans for generations,” Janiece Longoria, vice chairman of the UT System Board of Regents, said in a news release. “By creating an environment where talented people can learn, collaborate, and pursue new ideas, UTHealth Houston is building capacity to meet the challenges of tomorrow while strengthening its impact across our state.”

UTHealth says the system aims for the new campus to expand on collaborative research efforts and continue graduate education, as enrollment at the School of Public Health has increased by 27 percent over the last five years.

“This new building, with its state-of-the-art education technology and learning environment, will strengthen and advance the school’s mission to educate and train the next generation of experts who will advance scientific discovery, shape evidence-based health policy, and lead innovative solutions to the complex health challenges in communities throughout Texas and across the nation,” Kevin Morano, senior vice president, provost and chief academic officer of UTHealth Houston, added in a news release.

Attending the ceremony were Dr. Melina R. Kibbe, UTHealth Houston president and Alkek Williams Distinguished Chair; Eric Boerwinkle, dean, M. David Low Chair in Public Health and Kozmetsky Family Chair in Human Genetics at the School of Public Health; Texas State Representative Lauren Ashley Simmons, Texas House District 146; representatives of the offices of Senator John Cornyn and Harris County Commissioner Rodney Ellis; and Dr. Theresa Tran, director of the Houston Health Department.

"This building represents far more than a home for our school,” Boerwinkle added in the release. “It represents the people who make our mission possible: the faculty, staff, and students who fill each laboratory and classroom with curiosity, discovery, and purpose to improve the population’s quality of life.”