The analysis cites Amazon, Apple, and Tesla as three of the major employers in Texas pursuing AI initiatives. Photo via Getty Images

If internet search volume is an accurate barometer, Texas is a hotbed for interest in artificial intelligence jobs.

An analysis by Agility Writer, whose technology helps users produce AI-generated content, shows Texas ranks second among the states with the highest monthly search volume for AI-related jobs. The analysis puts Texas’ monthly search volume at 1,300, with California sitting in first place at 1,900 monthly searches.

“As the AI revolution continues to gain momentum, the geographic distribution of interest in AI careers is likely to evolve further, with states investing in AI education and fostering supportive ecosystems poised to reap the benefits of this transformative technology,” says Adam Yong, CEO of Agility Writer.

The analysis cites Amazon, Apple, and Tesla as three of the major employers in Texas pursuing AI initiatives.

Dice.com, a search engine for tech jobs, says AI roles that are in high demand include machine learning engineer, data scientist, AI research scientist, and robotics engineer.

“Looking forward, the demand for AI professionals is expected to intensify as technologies continue to advance and integrate into everyday business processes and consumer products. AI is not just creating jobs but also transforming them, requiring workers to adapt by gaining new skills,” says Dice.com.

A January 2024 report from career platform LinkedIn found that AI consultant and AI engineer are two of the 25 fastest-growing jobs in the U.S. this year. Most of these roles are concentrated in San Francisco, New York City, Washington, D.C.-Baltimore, and Boston, according to the report.

On the flip side, some analysts predict millions of jobs will be affected by or even lost to AI. For example, research from investment banking giant Goldman Sachs indicates roughly two-thirds of U.S. occupations “are exposed to some degree of automation by AI.”

A study released in 2023 by Chamber of Commerce, a business research company, anticipates as many as 12 percent of Houston-area workers could lose their jobs by 2027 due to AI.

"AI and technology in general may be taking certain jobs away, and yet we also see how it is changing the nature of jobs and even organizations and professions. In the ever-changing arena of AI, employees, job-seekers, and students will continue to adapt and learn new job skills that align with and anticipate workforce needs,” AI expert Fred Oswald, the Herbert S. Autrey Chair in Social Sciences at Rice University and a professor of psychological sciences, said in a 2023 news release.

Temporary gatherings — like conferences and hackathons — are essential to attracting third-party developers. Photo via Getty Images

Rice expert: Why tech companies should sponsor hackathons

houston voices

Companies like Amazon, Microsoft and Apple depend on third-party developers to create applications that improve the user experience on their platforms. However, given the many options available, developers face a daunting task in deciding which platform to focus their efforts on.

“Developers are faced with imperfect information,” says Rice Business assistant professor Tommy Pan Fang. “They don’t have an overview of the entire technology landscape.”

A team of researchers, consisting of Fang, Andy Wu (Harvard University) and David Clough (University of British Columbia), set out to investigate how temporary gatherings like “hackathons” — in-person software development competitions — might influence a developer’s choice of software platform.

Hackathons like Rice University’s annual HackRice draw developers looking to pick up new skills and create applications with teammates. Many of these events are sponsored by software platform companies.

The research team conjectured that hackathon attendees are more likely to adopt a particular platform if any of the following conditions are true:

  • A high number of fellow attendees have already embraced it.
  • A fellow attendee has built an award-winning hackathon project on it.
  • The platform that sponsors the hackathon is already popular.

To test their theories, the researchers followed 1,302 software developers participating in 167 hackathons from January 2014 to May 2017. Twenty-nine different platforms sponsored the hackathons. Fang and his colleagues tracked developers’ platform choices before and after the in-person events.

The researchers found that temporary gatherings — like hackathons, conferences and trade fairs — make a difference.

Developers with greater technical expertise were more likely to use a platform widely embraced by fellow hackathon attendees. And with every 10% increase in the number of hackathon attendees already using a given platform, other attendees were 1.2% more likely to try out that platform themselves the following year.

They also found that platforms benefit from sponsoring temporary gatherings, like hackathons.

Developers who attended a hackathon sponsored by a particular platform were 20.4% more likely to adopt that platform in the following year, compared to developers who either did not attend any hackathon or attended one without a sponsor.

Part of the reason for the findings is that developers at hackathons exert social influence on each other, both during organized hackathon events like competitions and workshops, as well as informal ones including ping pong tournaments or nights playing video games.

“The social interaction and seeing their peers be successful with the tools and what’s fashionable impacts the tools they decide to adopt,” says Fang. “For developers trying to figure out what technology to adopt in a world with imperfect information and uncertainty, having a gathering can be a beacon.”

Interviews with hackathon organizers, sponsors and developers in the U.S. and Canada backed up the researchers’ findings. Interviewees shared how they learned from their interactions with fellow developers during hackathons.

“When I’m walking around, it becomes noticeable what technologies people are using,” said a veteran of 15 hackathons. Another noted that if more people use a certain application programming interface, “it’s lower risk because it will be usable.” They added, “Most people just follow others.”

The study has implications for both developers and software platform companies alike. Results suggest hackathons can be a valuable venue for developers, not only to pick up new skills, but also to help them identify which platforms to use in the first place. For software companies, the lesson is simple: Sponsoring hackathons can be good for business.

Future research could look at how other types of events like conferences, tournaments and world’s fairs might impact how people end up adopting technologies, especially emerging ones, Fang says. For example, a company like OpenAI could use these types of in-person events to garner support and build momentum for its products.

“Companies that may have taken a step back during Covid should reevaluate in-person events to get people excited and regain momentum for their platforms,” Fang says. “The take-home message is, go out there and sponsor these events.”

This article originally ran on Rice Business Wisdom. For more, see Fang, et al. “Platform diffusion at temporary gatherings: Social coordination and ecosystem emergence.” Strategic Management Journal 42.2 (2021): 233-272. https://doi.org/10.1002/smj.3230.

An FAA spokesperson said the approval applies to College Station, Texas, where the company launched drone deliveries in late 2022. Photo courtesy of Amazon

Amazon gets FAA approval allowing it to expand drone deliveries piloted outside of Houston

green light

Federal regulators have given Amazon key permission that will allow it to expand its drone delivery program, the company announced Thursday.

In a blog post published on its website, Seattle-based Amazon said that the Federal Aviation Administration has given its Prime Air delivery service the OK to operate drones “beyond visual line of sight,” removing a barrier that has prevented its drones from traveling longer distances.

With the approval, Amazon pilots can now operate drones remotely without seeing it with their own eyes. An FAA spokesperson said the approval applies to College Station, Texas, where the company launched drone deliveries in late 2022.

Amazon said its planning to immediately scale its operations in that city in an effort to reach customers in more densely populated areas. It says the approval from regulators also "lays the foundation” to scale its operations to more locations around the country.

Businesses have wanted simpler rules that could open neighborhood skies to new commercial applications of drones, but privacy advocates and some airplane and balloon pilots remain wary.

Amazon, which has sought this permission for years, said it received approval from regulators after developing a strategy that ensures its drones could detect and avoid obstacles in the air.

Furthermore, the company said it submitted other engineering information to the FAA and conducted flight demonstrations in front of federal inspectors. Those demonstrations were also done “in the presence of real planes, helicopters, and a hot air balloon to demonstrate how the drone safely navigated away from each of them,” Amazon said.

The FAA’s approval marks a key step for the company, which has had ambitions to deliver online orders through drones for more than a decade. During a TV interview in 2013, Amazon founder Jeff Bezos said drones would be flying to customer’s homes within five years. However, the company’s progress was delayed amid regulatory setbacks.

Last month, Amazon said it would close a drone delivery site in Lockeford, California - one of only two in the nation - and open another one later this year in Tolleson, Arizona, a city located west of Phoenix.

By the end of the decade, the company has a goal of delivering 500 million packages by drone every year.

Amazon Dash Cart is now available at a Whole Foods in Texas. Courtesy Amazon

Smart carts roll into Texas grocery store

hi, tech

If being more efficient with your time is one of your new year's goals, a faster way to shop is on the horizon in 2023.

Amazon Dash Cart just arrived at one local San Antonio Whole Foods Market, allowing shoppers to skip the checkout line altogether.

Located at 18403 Blanco Road, the Vineyard Whole Foods Market store is one of the first three locations in the country to make Amazon Dash Carts available to customers.

The smart grocery carts lets you scan items as you go, place them directly into your grocery bags, and head straight to the car when you're done shopping. Shoppers log in through a QR code in the Whole Foods Market app, which prompts a quick sign in process before you can begin using the cart.

As you scan each item while shipping, the Amazon Dash Cart’s screen shows a real-time receipt of all items in the cart. When ready to check out, shoppers can skip the checkout line, exiting the store through the designated Amazon Dash Cart lane. Payment is then processed using the credit card associated with the shopper's Amazon account, and an automated receipt arrives at the associated email account after exiting the store.

While the carts have been in Amazon Fresh Stores across the country since 2020, they are now available in select Whole Foods Markets. Several 2022 updates included doubled capacity in the carts, new shelves for delicates and oversized items alike, weather-resistant features, and extended all-day batter life.

"As many of our customers return to their in-store grocery shopping routines, it's exciting to introduce new and unique ways for them to shop our stores," says Leandro Balbinot, chief technology officer for Whole Foods Market, in the 2022 announcement about the carts' new features.

Customers can find more detailed information on the technology here, along with a number of FAQs.

------

This article previously ran on CultureMap.

Shop smarter with these tech-enabled carts. Image via Amazon

Electric vans will now be delivering to Houston. Photo courtesy of Amazon

Amazon rolls out hundreds of new electric vans for Houston's holiday delivery season

Electric avenue

Amazon CEO/occasional space traveler Jeff Bezos is doing his best to supplant a certain jolly fellow from the North Pole as tops for holiday gift delivery.

His latest move: Amazon is rolling out more than 1,000 electric delivery vehicles, designed by electric vehicle manufacturer Rivian, ready to make deliveries in more than 100 cities across the U.S. On the Texas good list: Houston, Austin, and Dallas. Bezos' juggernaut began deliveries in Dallas in July, along with Baltimore, Chicago, Kansas City, Nashville, Phoenix, San Diego, Seattle, and St. Louis.

These zero-emissions vans have delivered more than 5 million packages to customers in the U.S., according to Amazon. The latest boost in vehicles now includes Houston and Austin; Boston; Denver; Indianapolis; Las Vegas; Madison, Wisconsin; Newark, New Jersey; New York, Oakland, California; Pittsburgh, Portland, Oregon; Provo, Utah; and Salt Lake City.

Plans for the Amazon and Rivian partnership call for thousands of vehicles on the road by the end of the year and 100,000 vehicles by 2030.

“We’re always excited for the holiday season, but making deliveries to customers across the country with our new zero-emission vehicles for the first time makes this year unique,” said Udit Madan, vice president of Amazon Transportation, in a statement. “We’ve already delivered over 5 million packages with our vehicles produced by Rivian, and this is still just the beginning—that figure will grow exponentially as we continue to make progress toward our 100,000-vehicle goal.”

This all comes as part of Amazon's commitment to reaching net-zero carbon by 2040, as a part of its The Climate Pledge; Amazon promises to eliminate millions of metric tons of carbon per year with it s commitment to 100,000 electric delivery vehicles by 2030, press materials note.

Additionally, Amazon announced plans to invest more than $1 billion over the next five years to further electrify and decarbonize its transportation network across Europe. This investment is meant to spark innovation and encourage more public charging infrastructure across the continent.

“Fleet electrification is essential to reaching the world’s zero-emissions goal,” said Jiten Behl, chief growth officer at Rivian, in a statement. “So, to see our ramp up in production supporting Amazon’s rollout in cities across the country is amazing. Not just for the environment, but also for our teams working hard to get tens of thousands of electric delivery vehicles on the road. They continue to be motivated by our combined mission and the great feedback about the vehicle’s performance and quality.”

A little about the vans: Drivers’ favorite features include a spacious cabin and cargo area, superior visibility with a large windshield and 360-degree cameras, and ventilated seats for fast heating and cooling — a must for Bayou City summers ... or winters, for that matter.

------

This article originally ran on CultureMap.

Amazon's accelerator focused on founders of color has helped Houston startup ChurchSpace reach new milestones. Image via bookchurchspace.com

Houston-based 'AirBNB for churches' startup completes Amazon accelerator, gathers fresh funding

now accelerating

Houston startup, ChurchSpace, recently participated in the inaugural cohort of the AWS Impact Accelerator for Black Founders, which included a pre-seed fundraising campaign and a $125,000 equity-free grant from Amazon.

The startup, coined as the “AirBNB for churches” is a tech-enabled marketplace that has a mission to minimize low utilization rate of church real estate across the country. Per the website, ChurchSpace is accepting congregations on its waitlist and is expected to launch this fall.

The AWS Impact Accelerator strengthened ChurchSpace’s efforts of turning underutilized church real estate into on-demand event, worship, and kitchen space. The program provides high-potential, pre-seed startups the tools and knowledge to reach key milestones such as raising funding or being accepted to a seed-stage accelerator program.

"Being a part of the inaugural Aws Impact Accelerator has changed the trajectory and tech build of ChurchSpace," says Day Edwards, CEO and co-founder of the company. "From the grant, to have the tech stack and resources needed to build Version 2 of ChurchSpace to ensure Churches can share their space safely has truly been a blessing. Before AWS we weren’t clear on our fundraising strategy. Now after ending AWS we are clear, with a date to open our pre seed round, and even better we have investors waiting! I urge any female founder to definitely take the time to apply this is a life-changing opportunity for all start-ups."

As one of 25 startups selected for the program, ChurchSpace also received credits, extensive training, mentoring and technical guidance, as well as introductions to Amazon leaders and teams, networking opportunities with potential investors, and ongoing advisory support.

“For underrepresented founders, access is power. And as Black founders with an audacious mission to eradicate high church underutilization rates, the access to capital, mentorship and tech innovation support will create tidal waves of positive impact that reach far beyond our internal operations but spread to thousands of local communities across the nation,” says Emmanuel Brown, ChurchSpace co-founder and COO.

AWS recently announced its three-year, $30 million commitment to the program. Amazon is currently looking for female founders for the next cohort that is now open with the deadline date of August 26.

MassChallenge Texas alum, ChurchSpace was founded in 2020 by two Black millennial pastors’ kids who witnessed the crippling effects that large church financial overhead placed on church leaders. The marketplace allows churches to earn extra revenue while remaining compliant with IRS nonprofit regulations. ChurchSpace is expecting to launch in 10 states with over 6,000 waitlisted users.

“I want to congratulate a truly innovative and inspiring group of startups selected from thousands of applicants for this opportunity. On behalf of the entire team, we are honored to support them on their journey,” says Howard Wright, vice president of startups at AWS.

Day Edwards is the co-founder and CEO of Church Space, which was founded in 2020. Photo courtesy of Church Space

Ad Placement 300x100
Ad Placement 300x600

CultureMap Emails are Awesome

Houston startup Collide secures $5M to grow energy-focused AI platform

Fresh Funds

Houston-based Collide, a provider of generative artificial intelligence for the energy sector, has raised $5 million in seed funding led by Houston’s Mercury Fund.

Other investors in the seed round include Bryan Sheffield, founder of Austin-based Parsley Energy, which was acquired by Dallas-based Pioneer Natural Resources in 2021; Billy Quinn, founder and managing partner of Dallas-based private equity firm Pearl Energy Investments; and David Albin, co-founder and former managing partner of Dallas-based private equity firm NGP Capital Partners.

“(Collide) co-founders Collin McLelland and Chuck Yates bring a unique understanding of the oil and gas industry,” Blair Garrou, managing partner at Mercury, said in a news release. “Their backgrounds, combined with Collide’s proprietary knowledge base, create a significant and strategic moat for the platform.”

Collide, founded in 2022, says the funding will enable the company to accelerate the development of its GenAI platform. GenAI creates digital content such as images, videos, text, and music.

Originally launched by Houston media organization Digital Wildcatters as “a professional network and digital community for technical discussions and knowledge sharing,” the company says it will now shift its focus to rolling out its enterprise-level, AI-enabled solution.

Collide explains that its platform gathers and synthesizes data from trusted sources to deliver industry insights for oil and gas professionals. Unlike platforms such as OpenAI, Perplexity, and Microsoft Copilot, Collide’s platform “uniquely accesses a comprehensive, industry-specific knowledge base, including technical papers, internal processes, and a curated Q&A database tailored to energy professionals,” the company said.

Collide says its approximately 6,000 platform users span 122 countries.

---

This story originally appeared on our sister site, EnergyCapitalHTX.com.

Houston femtech co. debuts first holistic wellness suite following rebrand

work perks

Houston-based femtech company Work&, previously Work&Mother, debuted new lactation suites and its first employee wellness space at MetroNational’s Memorial City Plazas this month.

The 1,457-square-foot Work& space features three lactation rooms and five wellness suites, the latter of which are intended to offer employees a private space and time for telehealth appointments, meditation, prayer, and other needs. The hybrid space, designed by Houston-based Inventure, represents Work&'s shift to offer an array of holistic health and wellness solutions to landlords for tenants.

Work& rebranded from Work&Mother earlier this year. The company was previously focused on outfitting commercial buildings with lactation accommodations for working parents, equipped with a hospital-grade pump, milk storage bags, sanitizing wipes, and other supplies. While Work& will still offer these services through its Work&Mother branch, the addition of its Work&Wellbeing arm allows the company to also "address the broader wellness needs of all employees," according to an announcement made on LinkedIn.

"We are thrilled to bring Work&Mother and Work&Wellbeing to The Plazas," Jules Lairson, co-founder and COO of Work&, said in a news release. “This partnership brings every stakeholder together – employees, employers and landlords all benefit from this kind of forward-thinking tenant experience. We are excited to launch our Work&Wellbeing concept with MetroNational to ensure that all employees have their wellness needs met with private, clean, quiet spaces for use during the workday.”

The new space is available to all tenants across Memorial City Plazas, comprised of three office towers totaling 1 million square feet of Class A office space. In addition to the lactation and wellness suites, the space also features custom banquettes, private lounge seating and phone booths.

“As a family-owned and operated company, MetroNational is deeply committed to fostering a workplace that supports both productivity and the well-being of all our tenants,” Anne Marie Ratliff, vice president of asset management for MetroNational, added in the release. “Partnering with Work& reinforces this commitment, enhancing our workplace experience and setting a new standard for tenant amenities.”

Work& has five Houston locations and several others in major metros, including New York, Austin, D.C., Boston, Chicago, San Francisco, and Miami. According to its website, the company will also introduce a Work&Wellbeing suite in New York.

Abbey Donnell spoke with InnovationMap on the Houston Innovators Podcast about why she founded the company and its plans for growth in 2021. Click here to learn more.

9 Houston universities make U.S. News' list of best grad schools 2025

Top of the class

Nine Houston universities have climbed through the ranks in U.S. News & World Report’s recently released report of the best graduate schools nationwide for 2025. Several graduate programs also appeared among the top 10 in a Texas-wide comparison.

U.S. News published its annual national "Best Graduate Schools" rankings on April 8. They look at several programs including business, education, engineering, fine arts, health, and many others.

For the 2025 report, the publication added new Ph.D. social sciences and humanities program rankings in English, history, political science and sociology for the first time since 2021. U.S. News also ranked graduate economics and psychology programs in the social sciences and the humanities for the first time since 2022.

Among the newcomers are Houston Christian University and Texas Southern University.

Here's how the nine local schools ranked, statewide and nationally, and how they compared with last year's national ranking:

University of Houston

  • No. 4 best graduate engineering school in Texas; No. 72 nationally
  • No. 5 best graduate education school in Texas; No. 81 nationally (down from No. 63 last year)
  • No. 5 best law school in Texas; No. 63 nationally (up from No. 68)

The University of Houston Law Center has the No. 9 best health law program in the nation, and ranked No. 15 for its legal writing program. The university's part-time MBA program ranked No. 38 nationally

University of Houston, Clear Lake

  • No. 12 best graduate education school in Texas; No. 166 nationally

The Clear Lake branch of the University of Houston tied for No. 166 for its part-time MBA program.

Houston Christian University

  • No. 21 best graduate education school in Texas; tied for No. 234-258 nationally

University of Texas Health Science Center

  • No. 1 best Doctor of Nursing Practice program in Texas; No. 33 nationally (up from No. 45)
  • No. 2 best graduate nursing program in Texas; No. 41 nationally (down from No. 31)

Prairie View A&M University, Northwest Houston Center

  • No. 5 best graduate nursing program in Texas; No. 104 nationally (up from No. 117)
  • No. 7 best Doctor of Nursing Practice program in Texas; tied for No. 143-158 nationally

Rice University

  • No. 2 best graduate business school in Texas; No. 29 nationally (unchanged)
  • No. 3 best graduate engineering school in Texas; No. 26 nationally

Rice's entrepreneurship program is the 9th best in the country, and its part-time MBA program ranked 13th nationally. The George R. Brown School of Engineering earned nods for its No. 10-ranking biomedical engineering and environmental engineering programs.

University of Texas Medical Branch, Galveston

  • No. 5 best Doctor of Nursing Practice program in Texas; No. 76 nationally

South Texas College of Law Houston

  • No. 7 best law school in Texas; No. 138 nationally

Out of the 11 law programs ranked by U.S. News, the South Texas College of Law performed the best for its trial advocacy (No. 12), dispute resolution law (No. 23), and legal writing (No. 51) programs.

Texas Southern University

  • No. 10 best law school in Texas; tied for No. 178-195 nationally

More specifically, TSU has the 64th best trial advocacy law program in the nation, U.S. News said.

---

This article originally appeared on our sister site, CultureMap.com.