Texas ranks as top state for interest in AI-related job postings

eye on AI

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.

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CellChorus created a visualization AI program that helps scientists to better understand the functioning of cells, including their activation, killing and movement. Photo via Getty Images

Houston health tech startup scores $2.5M SBIR grant to advance unique cell therapy AI technology

fresh funding

A Houston biotech company just announced a new award of $2.5 million.

CellChorus, a spinoff of the Single Cell Lab at the University of Houston, announced the fresh funding, which comes from an SBIR (Small Business Innovation Research) grant from the National Institute of Health (NIH) through its National Center for Advancing Translational Sciences (NCATS).

CellChorus is the business behind a technology called TIMING, which stands for Time-lapse Imaging Microscopy In Nanowell Grids. It’s a visualization AI program that helps scientists to better understand the functioning of cells, including their activation, killing and movement. This more in-depth knowledge of immune cells could be instrumental in developing novel therapies in countless disorders, including cancers and infectious diseases.

“While many cell therapies have been approved and are in development, the industry needs an integrated analytical platform that provides a matrix of functional readouts, including cell phenotype and metabolism on the same cells over time,” Rebecca Berdeaux, vice president of science at CellChorus, says in a press release. “We are grateful to NCATS for its support of the development of application-specific kits that apply dynamic, functional single-cell analysis of immune cell phenotype and function. The product we will develop will increase the impact of these therapies to improve the lives of patients.”

A two-year, $2.1 million Phase II grant will begin after the company achieves predetermined milestones under a $350,000 Phase I grant that is currently taking place. As Berdeaux explained, the funds will be used to develop TIMING kits which will manufacture analytics that provide end-users with rapid, specific and predictive results to accelerate translational research and the development and manufacture of more effective cell therapies.

TIMING is more than a great idea whose time has yet to come. It has already been proven in great depth. In fact, last June, CellChorus CEO Daniel Meyer told InnovationMap that he was initially attracted to the technology because it was “very well validated.” At the time, CellChorus had just announced a $2.3 million SBIR Fast-Track grant from the National Institute of General Medical Sciences. The company also went on to win an award in the Life Science category of the 2023 Houston Innovation Awards.

That confirmation of success comes from more than 200 peer-reviewed papers that describe myriad cell types and types of therapy, all of which used data from TIMING assays. TIMING data has benefited industry leaders in everything from research and clinical development to manufacturing. With the new grant, TIMING will become more widely available to scientists making important discoveries relating to the inner workings of the cells that drive our immunity.

There are three topics in particular that business owners should refresh and/or make sure they include in their HR policies and employee handbook. Photo via Getty Images

3 things Houston companies need to freshen up when it comes to their HR practices

guest column

Just as we typically look to freshen up our homes this time of year, the same needs to be done for employee handbooks. Employee handbooks streamline HR operations, mitigate risks and set expectations to protect a business from negative workplace behavior by outlining employee policies and procedures.

There are three topics in particular that business owners should refresh and/or make sure they include in their HR policies and employee handbook: in-office attendance, social media and artificial intelligence (AI).

In-office attendance

When taking a closer look at hybrid workplace policies, the in-office attendance policies should align with your organizational goals. Whether you decide to implement hybrid work permanently or eventually return to being in the office completely, the return-to-office (RTO) policies should reflect those goals.

Clear expectations are especially important when defining office attendance rules. When attendance policies are set, employees respond best when they are fair, accessible and easily understood. Detailed policies outlining the nuances and consequences can help reduce noncompliance while supporting accountability.

Policies need consistent enforcement for them to be effective. Hybrid policies set prior to or during the pandemic may now be loosely enforced. The policies may state for employees to be in the office three days a week, but there may be no accountability for not meeting the mandate. Not enforcing attendance policies can give the impression that it is okay to violate other policies, too. Reviewing your policies allows you to course correct and write a policy reflecting your corporate culture and goals. You’ll then be able to reintroduce the attendance policy and enforce it across the board as intended.

Social media

You are hard pressed to find an employee without a social media account, whether it is TikTok or LinkedIn. If your business does not have a social media policy with guidelines surrounding employees’ online behaviors, now is the time to put one in place. If you do have a policy, social media changes quickly enough to warrant an annual review.

Social media policies should set boundaries between personal and professional use of social media. Employee activity on social media outside of work can influence business, as employees are often seen as reflecting the company. It is also important to note that social media policies should be based on input from senior management, HR, legal and IT, not just marketing.

The social media policy should delineate between an employee’s personal and professional use, establish a code of conduct and outline its use as part of crisis communications. Social media can just as easily elevate your brand, and you can potentially ask employees to share positive work experiences online.

Cybersecurity should also be addressed in social media policies. As it has become more common for hackers to infiltrate personal emails and social media accounts, policies can prohibit employees from storing company documents in their personal social media and email accounts for security purposes.

Artificial Intelligence (AI)

AI seems to be changing the way we do business daily. However, the policies surrounding company use of AI are lacking at many organizations. Research from McKinsey states only one in five employers have established policies governing their employees use of AI.

AI technology has already streamlined many business practices, but it can also present major risks. Inaccuracy can threaten your business if employees use generative AI for assistance in completing writing tasks, for instance, and the system may not generate accurate or original information.

As we learn the evolving and complex nuances of AI, creating a policy needs careful attention. You may consider developing an AI team to write a comprehensive, well-researched AI policy tailored to your organization. This working group should gather insights from leaders within the organization, including frontline managers, to fully understand how employees use, or might use, AI. This team should be charged with considering the ethical aspects of AI’s use and ensuring the policy aligns with company values.

One of the most critical elements of the policy is an accountability process or system. The policy should clearly outline any corrective action or disciplinary steps associated with using AI in a manner that harms the business and/or its clients. Just as important, the policy should outline how to use and how to avoid misusing AI. Since AI continues to evolve month to month, this is a policy that will require more attention and revisioning throughout the year.

Keeping a critical eye on HR policies is an important part of business success. Setting aside time to review, update and even create new policies now – before being faced with an issue – can potentially mitigate costly challenges down the road.

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Karen Leal is performance specialist with Houston-based Insperity, a provider of human resources offering a suite of scalable HR solutions available in the marketplace.

StormGeo, a Houston-based weather intelligence provider, has partnered with Norwegian company 7Analytics to create technology positioned to revolutionize planning for floods. Photo courtesy of Kinder Institute

Weather analytics platform with Houston HQ taps Norwegian biz to optimize tech

weatherproof tech

There’s no way around it: Houston floods. And with the deluge comes hurdles for businesses. The only real power we have in the face of such adversity is preparation.

StormGeo, a weather intelligence provider with its United States headquarters in Houston, has partnered with Norwegian company 7Analytics to create technology positioned to revolutionize planning for floods.

StormGeo debuted in Norway in 1997. In 2012, it acquired Houston company Impact Weather, says Bob Weinzapfel, a meteorologist and senior project manager of weather insights for StormGeo. Houston is one of 24 offices spread over 15 countries with more than 600 employees, Weinzapfel adds.

The team at 7Analytics, according to Weinzapfel, “Are a bunch of smart flood experts and machine learning experts.” Together, they are introducing a technology that Weinzapfel calls “a game changer” for Houston businesses.

7Analytics uses AI to give users an overview of Houston’s potential flooding based on a 72-hour forecast. “Any business like a grocery store or hospitals or even a refinery—any business with employees or customers, it’s important to know Are the roadways being flooded? Can my employees and customers get in?” says Weinzapfel.

StormGeo has long provided weather insights and guidance to businesses in Houston. Now, detailed maps provide real-time flood forecasting.

The maps forecast the probability of flash flooding in each subbasin, but perhaps more importantly, they can home in on clients’ buildings to show what inundation will look like in parking lots and nearby roads.

"Our product takes a real-time StormGeo weather forecast — for example, the risk of rainfall tomorrow—and translates it into actionable risk info, such as their site is at risk of up to a foot of flooding tomorrow with peak flood occurring at 2 p.m.," explains Jonas Toland, co-founder of 7Analytics.

Armed with such information, businesses can adjust operations ahead. For example, one client is a grocery store chain.

“They have business processes they have to get a jump on. The locations that have customers try to be the last to close and first to open,” Weinzapfel says.

That means that storm tracking can help with letting the store’s team know to purchase more emergency supplies to sell, schedule more employees to help sell them, and know when to close to keep those workers safe.

The Houston version of the solution is the first, but Weinzapfel says that the team is currently working to expand across greater Houston and then into Austin.

“We knew if we could do it here and do a really good job, we could do it anywhere using the same technology,” he adds.

There’s no question that flooding will continue to take place in Houston. But with StormGeo and 7Analytics’ Houston-area flood model, the people that serve us will be prepared.

These energy startup leaders are the reason Houston will keep its "energy capital of the world" title. Courtesy images

3 Houston energy innovators to know this week

Who's Who

Houston's known as the energy capital of the world, but it won't stay that way if the city as a whole doesn't work toward innovation. These three professionals started their own companies to improve efficiency and promote ingenuity in their fields. From drones and AI to quicker pipeline data access, this week's three innovators to know are the future of the energy industry.

Lori-Lee Emshey, co-founder of Future Sight AR

Courtesy of Future Sight AR

Growing up the daughter of an oil and gas professional and traveling the world, Lori-Lee Emshey studied journalism and didn't necessarily intend to go into the family business, so to speak. However, that's where she ended up. She was surrounded by innovation and technology in New York working at The Daily Beast, but when she got her first job on an energy construction site, she returned to the antiquated process of pen and paper. The wheels started turning for her.

Future Sight AR is a company that is working on smart device technology for large oil and gas pants, where workers can see — in real time — how to fix a problem or log an issue. The company has done a proof of concept and is looking to do three pilot program as well as a round of funding in early 2019.

Jay Bhatty, CEO and founder of NatGasHub.com

Courtesy of Jay Bhatty

As vice president of energy trading at JPMorgan Chase & Co.'s investment-banking arm, Jay Bhatty felt frustrated by the sluggish nature of natural-gas-trading activities, and he decided to something about it. He founded Houston-based NatGasHub.com in October 2016 to streamline the traditionally complicated processes of moving natural gas from one point to another, and of unearthing data about natural gas pipelines.

After only a little over two years in business, NatGasHub.com already is profitable — a rare feat in the startup world.

Dyan Gibbens, founder and CEO of Trumbull Unmanned

Courtesy of Alice

Dyan Gibbens maybe have thought her true purpose was serving in the military, but it's lately it's leading her Houston-based drone technology company, Trumbull Unmanned, to great success. While in her doctorate program, the Air Force veteran started the idea using unmanned vehicles to patrol refineries and plants in the energy and utilities sector. The company took flight — her first clients were Chevron and ExxonMobil.

Gibbens juggles motherhood and engineering — among other responsibilities — as her company grows and technology evolves.


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Houston e-commerce platform expands logistics network with acquisition of fulfillment operations arm

M&A move

A Houston e-commerce unicorn has made its latest strategic acquisition.

Cart.com, which operates a multichannel commerce platform, announced that it has acquired Guthy-Renker's wholly-owned fulfillment operations arm OceanX. The terms of the deal were not disclosed. Around 200 OceanX employees will be assumed onto the Cart.com team, and the fast-growing company will add two new facilities totaling over 600,000 square feet to its network, expanding to include a West Coast distribution hub in Southern California and its third facility near Columbus, Ohio.

"Acquiring OceanX is part of Cart.com’s strategy to continue to scale our platform and capabilities across industries, leveraging our proprietary technology to improve efficiency and deliver superior results to our clients and their customers,” Omair Tariq, Cart.com founder and CEO, says in a news release. “By deploying our Constellation OMS and WMS software and seasoned operations team across these two new facilities, we will improve order visibility, labor efficiency, shipping costs and customer satisfaction for the benefit of our new clients.”

Cart.com now has 17 omnichannel fulfillment and distribution centers with around 10 million square feet and more than 1,600 team members, according to the company.

With the transition, Guthy-Renker's Co-Founder and Co-Chairman Bill Guthy will serve as a strategic adviser to Cart.com.

The move broadens Cart.com's presence in the high-volume beauty, wellness, and lifestyle industries, and the company now will work with supply chains from numerous brands, including Meaningful Beauty, The Body Firm, Smileactives, and Westmore Beauty.

“Cart.com has built a comprehensive, enterprise-grade logistics network with modern, digital capabilities that offer unparalleled visibility, control and efficiency for our brands,” Rick Odum, CEO of Guthy-Renker, says in the release. “This partnership will marry our own channel and marketing expertise with their track record of driving growth and savings for high-volume, high-SKU brands, supercharging performance across our portfolio.”

Earlier this year Cart.com secured $105 million in debt refinancing from investment manager BlackRock and a $25 million series C extension round.

In April, the company acquired an Amazon partner, Ohio-based Amify, a company that provides optimization and advertising solutions

10 years in: Houston entrepreneur reflects on lessons learned

guest column

Just as the job market is soaring, so is the state of entrepreneurship in America. And increasingly, people are launching their businesses in Houston.

As InnovationMap reported, our city is a top startup ecosystem, now ranked among the top 50 in the world. One of the fastest-growing sectors is climate tech. According to a recent analysis, the global climate tech market is expected to reach a massive $162 billion by 2033.

All those big numbers boil down to individual, hardworking people with high hopes, big dreams, and a willingness to take risks. Maybe that includes you.

This month, my company reached a milestone. We’ve been around for a decade, which means we’ve beaten the odds. An estimated two-thirds of businesses fail within 10 years. This has been nothing short of a chaotic, exhilarating, and sometimes unforgiving journey. I've been blessed and cursed, from hurricanes to a pandemic, losing my vision to filming documentaries, serving in the US Department of Energy during two administrations to an epic ringing of the closing bell on Wall Street. The successes have been sweet, but the lessons learned are the real treasure.

Here are my five biggest takeaways from a decade in the trenches of entrepreneurship.

Master your market

A deep understanding of the market is crucial to achieve success. By delving into the intricacies of how it operates, identifying gaps you can fill, and engaging with individuals and companies eager to see those gaps addressed, you lay the foundation for a viable and impactful venture. Building credibility and establishing a network over the long term opens doors. I experienced this firsthand in the oil and gas, where my market knowledge and 15 years of experience allowed me to create a business that champions the energy workforce of the future.

However, markets are constantly evolving, and even more so today than ever. It’s hard to bring things to market, so master the market, and listen to the voice of the customer to stay ahead.

Takeaway:

Embrace the power of market mastery and credibility to pave the path to success.

Grit is everything

When I think of resilience, one image stands out—the "man in the arena." (Or I should say the woman!). It's a metaphor often cited, and for good reason. What are you even doing if you're not stepping into the ring, getting your hands dirty, and taking the punches? Grit is what keeps you moving when the odds are against you. Change is inevitable; challenges will come. But grit? That’s what pushes you to stand back up and keep going. If you’re an entrepreneur, there’s no room for half-hearted effort. You're either in the ring or watching from the sidelines.

Takeaway:

The ability to endure setbacks and adapt separates those who thrive from those who fold.

You need more than you think

A hard truth I’ve learned the painful way. When I first started Pink Petro, a mentor of mine and now very successful entrepreneur turned investor told me to “Don’t take capital until you need it.” His advice helped me keep a large percentage of ownership in my company, however I learned that you will always need more time, money, and resources than anticipated. As a solo founder, it is easy to underestimate the financial and emotional cost of building something from scratch, alone. Whether it’s product development, marketing, an acquisition or hiring top talent, it all takes capital.

Takeaway:

Plan. Then, double that plan. Odds are, you’ll need it.

Ask without fear

Whether seeking investment, resources or support, learning to ask for what you need is a game-changer. This one didn’t come naturally to me—I had to lean in and push past the stubbornness of “never needing anyone’s help”. Here’s the truth: most people are afraid to ask. But asking is often what gets you one step closer to your goals. Whether it’s a pitch to an investor or a favor from a mentor, the worst someone can say is “no.” And in business, a "no" is just a chance to refine your pitch for the next opportunity.

Takeaway:

Advocating for your needs isn’t selfish—it’s essential.

The sharks are in the water

Building something meaningful attracts all kinds of attention. Over the years, I’ve dealt with doubters, copycats, and even former allies. At first, it stung. But then I realized something important -- sharks will always show up if you’re making waves. It’s a sign you’re on the right path. The key is to stay focused on your vision and not get distracted

by the noise.

Takeaway:

If you have skeptics and imitators, take it as validation that what you’re doing matters.

Bonus lesson: Put your mask on

This one is personal. Here’s the thing—if you’re running on empty, you’re no good to your business, team, or yourself. That’s when I learned the importance of self-care. It’s not selfish—it’s survival.

Takeaway:

Take care of yourself first. Your business depends on it.

Looking back, ten years feels like a lifetime. The truth is that entrepreneurship is hard. It requires grit, humility, persistence, and the courage to rise above challenges. But it’s also one of the most rewarding ventures you can take on.

If you’re out there building something, keep going. Step into the ring. Learn from every fall. Trust yourself, and never stop moving forward—you might surprise yourself with how far you can go.

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Katie Mehnert is founder and CEO of ALLY Energy, formerly Pink Petro and serves on the National Petroleum Council.

Here are the most-read energy tech stories of the year

year in review

Editor's note: As the year comes to a close, InnovationMap is looking back at the year's top stories in Houston innovation. As the energy capital of the world, Houston has its fair share of energy tech stories that trended among readers. Be sure to click through to read the full story.

Houston accelerator names inaugural cohort to propel digital transformation in energy

The NOV Supernova Accelerator will work to cultivate relationships between startups and NOV. Photo via Getty Images

Houston-based Venture Builder VC has kicked off its NOV Supernova Accelerator and named its inaugural cohort.

The program, originally announced earlier this year, focuses on accelerating digital transformation solutions for NOV Inc.'s operations in the upstream oil and gas industry. It will support high-potential startups in driving digital transformation within the energy sector, specifically upstream oil and gas, and last five months and culminate in a demo day where founders will present solutions to industry leaders, potential investors, NOV executives, and other stakeholders.

The NOV Supernova Accelerator will work to cultivate relationships between startups and NOV. They will offer specific companies access to NOV’s corporate R&D teams and business units to test their solutions in an effort to potentially develop long-term partnerships. Read more.

Promising Houston startup expands energy efficiency product to Middle East, Singapore

NanoTech is targeting new overseas markets for its energy efficiency products. Photo via Getty Images

NanoTech Materials has announced a big expansion for its business.

The Houston company, which created a roof coating using nanotechnology that optimizes energy efficiency, has partnered with Terminal Subsea Solutions Marine Service SP to bring its products to the Gulf Cooperation Council and Singapore. TSSM will become a partner of Houston’s NanoTech Materials products, which will include the Cool Roof Coat, Vehicular Coat, and Insulative Coat for the GCC countries and Singapore.

NanoTech Materials technology that ranges from roof coatings on mid- to low-rise buildings to shipping container insulation to coating trucks and transportation vehicles will be utilized by TSSM in the partnership. NanoTech’s efforts are focused on heat mitigation that can reduce energy costs, enhance worker safety, and minimize business risks in the process. Read more.

Rice University launches $12.5M climate tech accelerator

Rice University announced a new climate tech initiative backed by Woodside Energy. Photo by Natalie Harms/InnovationMap

Rice University has announced its latest initiative to advance clean energy technology into commercialization with a new partnership with a global energy company.

Woodside Energy, headquartered in Australia with its global operations in Houston following its 2022 acquisition of BHP Group, has committed $12.5 million over the next five years to create the Woodside Rice Decarbonization Accelerator.

"The goal of the accelerator is to fast track the commercialization of innovative decarbonization technologies created in Rice labs," Rice University President Reginald DesRoches says to a crowd at the Ion at the initiative's announcement. "These technologies have the potential to make better batteries, transitistors, and other critical materials for energy technologies. In addition, the accelerator will work on manufacturing these high-value products from captured and converted carbon dioxide and methane." Read more.

10 most-promising energy tech startups named at annual Houston event

Over 500 people attended the 21st annual Energy Tech Venture Forum hosted by the Rice Alliance. Photo courtesy of Rice

Investors from around the world again identified the most-promising energy tech startups at the Rice Alliance for Technology and Entrepreneurship's annual event.

"The recognition that Houston is the epicenter of energy transition is growing. It's something we are championing as much as possible so that the world can know exactly what we're doing," Paul Cherukuri, chief innovation officer at Rice University says at the 21st annual Energy Tech Venture Forum.

The event took place during the inaugural Houston Energy and Climate Startup Week, and nearly 100 startups from 23 states and seven countries pitched investors Wednesday, September 11, and Thursday, September 12. At the conclusion of the event, the investors decided on 10 companies deemed "most promising" from the presentations. Read more.

Port Houston lands $3M EPA grant to drive green initiatives, cleantech innovation

The grant, funded by the federal Inflation Reduction Act, will help promote cleaner air, reduced emissions, and green jobs. Photo via Getty Images

Port Houston’s PORT SHIFT program is receiving nearly $3 million from the U.S. Environmental Protection Agency’s Clean Ports Program.

The grant, funded by the federal Inflation Reduction Act, will help promote cleaner air, reduced emissions, and green jobs.

“With its ambitious PORT SHIFT program, Houston is taking a bold step toward a cleaner, more sustainable future, and I’m proud to have helped make this possible by voting for the Inflation Reduction Act,” U.S. Rep. Sylvia Garcia says in a news release. Read more.

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