Here's how big your nest egg needs to be in Texas if you want an early retirement. Photo via Pexels

Many working adults have asked themselves whether or not they'll be able to achieve an early retirement, but the reality is: It's not attainable anywhere in the U.S. without a substantial nest egg (and the income to go with it).

In Texas, that nest egg would have to be at least $1 million in the bank, according to a new annual report by personal finance website GoBankingRates.

The report, "Early Retirement: Here’s How Much Savings Is Needed To Retire by 40 in Every State," examined each state's cost of living and Social Security benefits to determine exactly how much money you'd need to have stocked away to achieve an early retirement.

According to the study's findings, the total cost of living expenses for the average Texan adds up to $3,362.63 per month, or $40,351.50 a year.

Based on those numbers, GoBakingRates calculated that a Texas resident retiring by age 40 would need a jaw-dropping $1,278,894.70 saved up if they were to live until they were 80 years old.

If a 40-year-old Texan lived to be 90, that nest egg would have to be $1,458,966.13, and if they lived to be 100, they'd need $1,639,037.55 in their savings for those remaining 60 years.

Texas came in at No. 20 on the list. Texans can breathe a (small) sigh of relief they aren't retiring in Hawaii, which came in at No. 1 on the list, with the highest amount of savings needed to retire early. The annual cost of living in Hawaii is nearly $107,000, which means a 40-year-old Hawaiian would need more than $3.94 million to retire early and enjoy 40 years of retirement.

California came in second, followed by Washington DC, Massachusetts, and Washington state.

The states with the least amount of savings required to retire by 40 are:

  • No. 1 – West Virginia
  • No. 2 – Mississippi
  • No. 3 – Oklahoma
  • No. 4 – Arkansas
  • No. 5 – Kentucky
  • No. 6 – Louisiana
  • No. 7 – Alabama
  • No. 8 – Kansas
  • No. 9 – Iowa
  • No. 10 – Michigan

GOBankingRates sourced cost of living data and national average expenditure data for retired residents from the Missouri Economic and Research Information Center, the Bureau of Labor Statistics Consumer Expenditure for Retired Residents, and Zillow’s Home Value Index. These three data points were combined to determine the average annual cost of living for retired residents, and used the typical retirement age of 65 to factor in the full Social Security benefits, thus calculating the average income to be expected in retirement.

The report echoes national ongoing financial strife in regards to inflation and cost of living increases, where not even Houston is immune.

The full report can be found on gobankingrates.com.

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This article originally ran on CultureMap.

How many quarters do you need? Photo via Getty Images

Here's how much money Houstonians need in case of emergency

get to saving

With nearly 40 percent of Americans living paycheck to paycheck, many Texans are scrambling to afford their basic needs. A new study on how much money you need in your emergency fund should be a wake-up call.

The report, from personal finance website GOBakingRates.com, suggests that residents living in Houston should be stockpiling a minimum of $17,461 to cover six months' worth of expenses in the event of an emergency.

The report analyzed the annual average expenditures and cost of living in the 50 most populous U.S. cities, and ranked them based on the estimated minimum emergency savings needed for three to six months to cover basic living expenses.

According to the study's findings, the average Houstonian's total expenditures add up to $34,828 per year. That includes the average cost of groceries, housing, utilities, transportation, healthcare, and other miscellaneous costs.

The minimum emergency fund estimates in Houston are:

  • For a 3-month emergency fund: $8,707
  • For a 4-month emergency fund: $11,609
  • For a 5-month emergency fund: $14,512
  • For a 6-month emergency fund: $17,414

Houston ranked No. 37 out of all 50 U.S. cities with the highest projected emergency funds, so it could be a lot worse. In San Francisco, for example, which is No. 1 on the list, you'd need to put aside $52,000-plus for a six-month emergency fund.

Since these estimates are "minimum," the actual figures for Houston could tick slightly higher. But even so-called affordable cities present a challenge.

"While the emergency savings you need will vary depending on the cost of living where you live, even in the most affordable major cities in America, $500 won’t be enough to keep you afloat for one month, let alone six," the report said.

In the event of a real emergency, Texans should search 211texas.org, the online database for Texas Health and Human Services, featuring information on food banks, electric bill assistance, domestic violence resources, and more.

Around Texas

The Texas city with the highest six-month emergency fund is, predictably, Austin (No. 13) where annual expenses average $52,052, or $17,224 more than Houston. In Austin, the minimum six-month emergency found would need to be $26,000.

Texans living in Arlington (No. 30), Dallas (No. 31), and Fort Worth (No. 32) would need nearly $19,000 saved up to cover six months of expenses.


In San Antonio (No. 38), the estimated six-month emergency fund adds up to a little more than $17,000. El Paso (No. 48) is the Texas city with the lowest amount of money needed for six months, at $15,005.

California cities dominated the top 10 with the highest annual expenses and highest emergency funds. San Francisco took the No. 1 spot, with average annual expenses at $104,729, and an emergency six-month fund of $52,365.

The top 10 U.S. cities with the highest estimated minimum six-month emergency funds are:

  • No. 1 – San Francisco, California ($52,365)
  • No. 2 – San Jose, California ($46,258)
  • No. 3 – Oakland, California ($38,106)
  • No. 4 – Los Angeles, California ($35,160)
  • No. 5 – Seattle, Washington ($34,455)
  • No. 6 – San Diego, California ($34,396)
  • No. 7 – New York, New York ($32,363)
  • No. 8 – Washington, D.C. ($32,132)
  • No. 9 – Long Beach, California ($31,528)
  • No. 10 – Boston, Massachusetts ($31,297)

GOBankingRates.com collected its data from the U.S. Census American Community Survey, cost of living indexes from Sperlings BestPlaces, and the Bureau of Labor Statistics Consumer Expenditure Survey.

The report and its methodology can be found on gobakingrates.com.

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This article originally ran on CultureMap.

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Texas cybersecurity co. expands unique train-to-hire model to Houston

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It’s increasingly more difficult to ensure the confidentiality, integrity, and availability of proprietary data and information in the ever-changing, ever-evolving digital world.

Cyberattacks, including malware, phishing, and ransomware, are becoming increasingly common and sophisticated, posing a consistent threat to a company’s sustainability and bottom line.

To combat that trend, Nukudo, a San Antonio-based cybersecurity workforce development company, is expanding its initiative to bridge the global cybersecurity talent gap through immersive training and job placement to Houston.

“We saw that there was a need in the market because there's a shortage of skilled manpower within the cybersecurity industry and other digital domains,” says Dean Gefen, CEO of NukuDo. “So, our initial goal was to take a large pool of people and then make them to be fully operational in cybersecurity in the shortest amount of time.”

The company refers to the plan as the “training-to-employment model,” which focuses on providing structured training to select individuals who then acquire the skills and knowledge necessary to secure and maintain fruitful careers.

The company identifies potential associates through its proprietary aptitude test, which recognizes individuals who possess the innate technical acumen and potential for success in various cybersecurity roles, regardless of their level of education.

“We take in people from all walks of life, meaning the program is purely based on the associate’s potential,” Gefen says. “We have people who were previously aircraft engineers, teachers, graphic designers, lawyers, insurance agents and so forth.”

Once selected, associates are trained by cybersecurity experts while gaining hands-on experience through scenario-based learning, enabling them to be deployed immediately as fully operational cybersecurity professionals.

The program training lasts just six months—all paid—followed by three years of guaranteed employment with NukuDo.

While in training, associates are paid $ 4,000 per month; then, they’re compensated by nearly double that amount over the next three years, ultimately pushing their salaries to well into the six figures after completing the entire commitment.

In addition to fostering a diverse talent pipeline in the cybersecurity field, NukuDo is creating a comprehensive solution to address the growing shortage of technical talent in the global workforce.

And arming people with new marketable skills has a litany of benefits, both professional and personal, Gefen says.

“Sometimes, we have associates who go on to make five times their previous salary,” says Gefen. “Add to that fact that we had someone that had a very difficult life beforehand and we were able to put him on a different path. That really hits home for us that we are making a difference.

Nulkudo currently has partnerships with companies such as Accenture Singapore and Singapore Airlines. Gefen says he and his team plans to have a new class of associates begin training every month by next year and take the model to the Texas Triangle (Houston, Austin and Dallas)—then possibly nationwide.

“The great thing about our program is that we train people above the level of possible threat of replacement by artificial intelligence,” Gefen says. “But what we are also doing, and this is due to requirements that we have received from clients that are already hiring our cyber professionals, is that we are now starting to deliver AI engineers and data scientists in other domains.”

“That means that we have added more programs to our cybersecurity program. So, we're also training people in data science and machine learning,” he continues.

All interested candidates for the program should be aware that a college degree is not required. NukuDo is genuinely interested in talented individuals, regardless of their background.

“The minimum that we are asking for is high school graduates,” Gefen says. “They don't need to have a college degree; they just need to have aptitude. And, of course, they need to be hungry to make this change.”

2 Houston universities declared among world’s best in 2026 rankings

Declaring the Best

Two Houston universities are in a class of their own, earning top spots on a new global ranking of the world's best universities.

Rice University and University of Houston are among the top 1,200 schools included in the QS World University Rankings 2026. Ten more schools across Texas make the list.

QS (Quacquarelli Symonds), a London-based provider of higher education data and analytics, compiles the prestigious list each year; the 2026 edition includes more than 1,500 universities from around the world. Factors used to rank the schools include academic reputation; employer reputation; faculty-student ratio; faculty research; and international research, students, and faculty.

In Texas, University of Texas at Austin lands at No. 1 in the state, No. 20 in the U.S., and No. 68 globally.

Houston's Rice University is close behind as Texas' No. 2 school. It ranks 29th in the U.S. and No. 119 in the world. Unlike UT, which fell two spots globally this year (from No. 66 to 68), Rice climbed up the charts, moving from 141st last year to No. 119.

University of Houston impresses as Texas' 4th highest-ranked school. It lands at No. 80 in the U.S. and No. 556 globally, also climbing about 100 spots up the chart.

Rice and UH are on a roll in regional, national, and international rankings this year.

Rice earned top-15 national rankings by both Niche.com and Forbes last fall. Rice claimed No. 1 and UH ranked No. 8 in Texas in U.S. News & World Report's 2025 rankings. Rice also topped WalletHub's 2025 list of the best colleges and universities in Texas for 2025.

More recently, in April, both UH and Rice made U.S. News' 2025 list of top grad schools.

In all, 192 U.S. universities made the 2026 QS World University Rankings — the most of any country. Topping the global list is the Massachusetts Institute of Technology (MIT).

“The results show that while U.S. higher education remains the global leader, its dominance is increasingly challenged by fast-rising emerging systems,” says the QS World University Rankings report. “A decade ago, 32 American universities [were] featured in the world’s top 100; today, that number has dropped to 26, and only 11 of these institutions have improved their position this year."

The 12 Texas universities that appear in the QS World University Rankings 2026 list are:

  • University of Texas at Austin, No. 20 in the U.S. and No. 68 in the world (down from No. 66 last year).
  • Rice University, No. 29 in the U.S. and No. 119 in the world (up from No. 141 last year).
  • Texas A&M University, No. 32 in the U.S. and No. 144 in the world (up from No. 154 last year).
  • University of Houston, No. 80 in the U.S. and No. 556 in the world (up from 651-660 last year).
  • University of Texas at Dallas, No. 85 in the U.S. and No. 597 in the world (down from 596 last year).
  • Texas Tech University, No. 104 in the U.S. and No. 731-740 in the world (unchanged from last year).
  • University of North Texas, No. 123 in the U.S. and No. 901-950 in the world (up from 1,001-1,200 last year)
  • Baylor University, tied for No. 136 in the U.S. and at No. 1,001-1,200 in the world (unchanged from last year).
  • Southern Methodist University, tied for No. 136 in the U.S. and at 1,001-1,200 in the world (unchanged from last year).
  • University of Texas Arlington, tied for No. 136 in the U.S. and at 1,001-1,200 in the world (unchanged from last year).
  • University of Texas at San Antonio, tied for No. 136 in the U.S. and at 1,001-1,200 in the world (unchanged from last year).
  • University of Texas at El Paso, No. 172 in the U.S. and at 1,201-1,400 in the world (down from 1,001-1,200 last year).
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This article originally appeared on CultureMap.com.

Houston students develop new device to prepare astronauts for outer space

space race

Rice University students from the George R. Brown School of Engineering and Computing designed a space exercise harness that is comfortable, responsive, and adaptable and has the potential to assist with complex and demanding spacewalks.

A group of students—Emily Yao, Nikhil Ashri, Jose Noriega, Ben Bridges and graduate student Jack Kalicak—mentored by assistant professor of mechanical engineering Vanessa Sanchez, modernized harnesses that astronauts use to perform rigorous exercises. The harnesses are particularly important in preparing astronauts for a reduced-gravity space environment, where human muscles and bones atrophy faster than they do on Earth. However, traditional versions of the harnesses had many limitations that included chafing and bruising.

The new harnesses include sensors for astronauts to customize their workouts by using real-time data and feedback. An additional two sensors measure astronauts’ comfort and exercise performance based on temperature and humidity changes during exercise and load distribution at common pressure points.

“Our student-led team addressed this issue by adding pneumatic padding that offers a customized fit, distributes pressure over a large surface area to reduce discomfort or injuries and also seamlessly adapts to load shifts — all of which together improved astronauts’ performance,” Sanchez said in a news release. “It was very fulfilling to watch these young engineers work together to find innovative and tangible solutions to real-world problems … This innovative adjustable exercise harness transforms how astronauts exercise in space and will significantly improve their health and safety during spaceflights.”

The project was developed in response to a challenge posted by the HumanWorks Lab and Life Science Labs at NASA and NASA Johnson Space Center for the 2025 Technology Collaboration Center’s (TCC) Wearables Workshop and University Challenge, where teams worked to solve problems for industry leaders.

Rice’s adaptive harness won the Best Challenge Response Award. It was funded by the National Science Foundation and Rice’s Office of Undergraduate Research and Inquiry.

“This challenge gave us the freedom to innovate and explore possibilities beyond the current harness technology,” Yao added in the release. “I’m especially proud of how our team worked together to build a working prototype that not only has real-world impact but also provides a foundation that NASA and space companies can build and iterate upon.”