Houston ranks No. 3 among rising coding markets in U.S.

city code

Houston is gaining momentum as a destination for coders, a new study finds. Photo via Pexels

When you think of coders—the wizards who design, write and test programming languages for software and mobile apps—tech hotbeds like Silicon Valley and Austin might pop into your head.

But Houston has earned a spot on the coding map.

A new study puts the Houston area in third place among the fastest-growing metros for coding in the U.S.

The study, published by coding platform Coddy Tech, ranks Albuquerque, New Mexico, as the top on-the-rise market for coding. San Antonio sits in second place.

Houston earned a “momentum score” of 77 out of 100. The momentum category measured job growth for developers, rising interest in coding as measured by online searches, and growth in hackathon activity.

Here are the 10 fastest-rising U.S. metros for coding:

No. 1 Albuquerque, New Mexico
No. 2 San Antonio
No. 3 Houston
No. 4 Jacksonville, Florida
No. 5 Cape Coral, Florida
No. 6 Columbia, South Carolina
No. 7 New York City
No. 8 Salt Lake City
No. 9 North Port, Florida
No. 10 Tampa, Florida

The study analyzed the country’s 75 largest metros “to map where coding has taken hold and where it’s catching fire.” It took into account learning searches, GitHub developer density, job growth, interest in bootcamps and hackathon activity. Only 64 metros were eligible for the ranking of fastest-growing markets.

Austin tops ranking of coding capitals

Coddy crowned Austin the coding capital of the country, with Houston landing at No. 24 in the ranking of the most established coding hubs. San Antonio appeared at No. 16 and Dallas at No. 22.

Here are the top 10 coding hubs:

No. 1 Austin
No. 2 San Jose, California
No. 3 Seattle
No. 4 San Francisco
No. 5 New York City
No. 6 Salt Lake City
No. 7 Denver
No. 8 San Diego
No. 9 Los Angeles
No. 10 Raleigh, North Carolina

Why do coders matter?

Without coders, cellphones, laptops, smart TVs and other devices might not work well — or at all. Coding allows people to communicate with these devices, according to ComputerScience.org.

“Since computers do not communicate like humans, coding acts as a translator,” ComputerScience.org explains. “Code converts human input into numerical sequences that computers understand.”

From Your Site Articles

Joy Jones is opening her Oak Forest location of Code Wiz later this month. Screenshot via Code Wiz

Houston business woman brings STEM-focused programming to town

stemming education

A Houstonian has switched up her career to focus on inspiring and equipping children STEM-focused skills.

Joy Jones, who has worked for a decade in the corporate world, is starting the new year with a new career — this one focused on her passion of providing more STEM programming access to students. In 2021, she came across Code Wiz, a coding school franchise based in Massachusetts with 19 locations across the country, and met with Ruth Agbaji, CEO and "nerd-in-chief" of the company.

“Talking with Ruth and hearing the story of her mission to touch 1 million kids through Code Wiz, I found exactly what I’ve been looking for, a mission that aligned with mine,” says Jones, in a news release.

Code Wiz features a Montessori-style approach, according to the release, and classes are project-based so that students are able to explore at their own pace while building confidence and interest. Here are some of the things Code Wiz students engage with:

Build multi-level video games
Create animation
Introduction to Python
Website development in HTML, CSS, and Javascript
Enroll in classes for Roblox, Minecraft and Unity
Enter robotics competitions
Celebrate birthday parties and programs for local Girl Scout troops

The Houston area is already home to two Code Wiz locations — one in Cypress and the other in Katy — and Jones is bringing the third oneto Houston proper in Oak Forest on the northside of Houston later this month.

"We have a chance to teach young learners in Oak Forest and the surrounding central Houston area, the language of the future – coding – in a language they already understand in games and robotics,” she continues.

Classes at Code Wiz Oak Forest begin next week, and the location is celebrating its grand opening on Saturday, January 14, from 10 am to 1 pm. with classes starting the week before. Per the release, Founding Family memberships are currently available to the first 50 families who sign up to receive 31.4 percent off a lifetime membership.

A Houston startup is making it easier to connect and manage the relationship between tech freelancers and businesses with software projects. Image via Pexels

This Houston startup is changing the way companies access tech talent

freelancers unite

With the gig economy continuing to grow — especially in light of the COVID-19-caused crisis and growing unemployment — a Houston startup has created a portal for companies to access technology-focused freelancers.

FreelancingTeams, co-founded by Raj Kal, allows companies to easily search and find tech professionals for projects — as well as manage that team throughout the work. On the other side of the table, the startup is allowing the country's growing population of freelancers a platform to get picked up for jobs.

"We are changing the way we look at team building," Kal says, noting that a huge percentage of freelancers struggle to find jobs with existing resources.

Not only does FreelancingTeams act as a marketplace for tech talent, but Kal says the platform allows for project management and payment processes. While there are other talent portals — like Fiverr and Upwork — this added capability sets the startups apart from its competition.

"People come in with an idea, and they can do it from start to finish," Kal says, explaining that users don't have to find separate tools to find their team, manage the project, and price and pay for the work.

FreelancingTeams is free for clients to list and staff their projects, and a 10 to 15 percent cut comes out of the freelancer side. However, there is an option for clients to upgrade to a paid subscription option for larger, more complex projects that require additional hands-on management resources from FreelancingTeams.

With its free option, FreelancingTeams has seen a lot of interest from startups looking to build there minimum viable product, or MVP.

"We are working with a lot of startups as a Station Houston partner," Kal says. "We are helping them get their MVP done, so that when they come to our platform, we can work with them to understand the requirements and connect them to their teams."

Betsy Furler, founder of For All Abilities, a Houston-based software company aims to help businesses support employees with ADHD, Dyslexia, learning differences, and Autism, recently used FreelancingTeams to staff her MVP development project. She says using the platform made it easy to manage and test the work the freelancers were doing.

"FreelancingTeams helped me build my MVP quickly and inexpensively," Furler says. "Their quote was much less expensive than the others [I received] and the work was fantastic. Because of the platform, I also spent more time thinking through what features were needed and how to prioritize them, rather than just giving a developer or project manager a list to complete."

Outside of affordably building tech for startups, the coronavirus has greatly affected the workforce with unemployment at a historic high. This has led to an increased interest in freelancing.

"A lot of people are unemployed and are looking for alternative options," Kal says. "Freelancing is a place where we are seeing large growth."

He says he's also observing an increased interest in freelancers from large companies and even retailers who need to upgrade their online presence.

"The COVID situation has brought more challenges to bigger businesses, and they are looking for cost-effective solutions as well," Kal says.

Kal is looking to grow FreelancingTeams, which might include fundraising in the future, he says. For now, the company has a low overhead and uses freelancers on its own site to develop its technology.

"The next step for us is to grow bigger in Houston and then around Texas," Kal says.

Daytum exists to train coding experts in oil and gas. Getty Images

Houston startup aims to arm the energy industry's workforce with coding skills

Coding camps

Nearly 2,000 miles separate the energy industry of Houston and Silicon Valley where startups have cropped up to help manage the thousands of data points collected on oil rigs each day. The different geographies have developed their own dialects: data scientists on the West Coast talk about how operations should be, according to their models, while the lingo of Third Coast engineers and technicians centers on oil-specific operations.

Last year, while working in natural resource investing from Houston, Kunal Rayakar realized he had heard from a number of students who could, uniquely, speak both. The reason: They knew coding languages, which meant they could analyze their own data and bridge that gap between the coasts. When Rayakar followed the trail of students to the University of Texas at Austin, he found two engineering professors, John Foster and Michael Pyrcz, who were teaching their students data skills as part of the curriculum. They started talking, and eventually Foster and Rayakar founded daytum — and soon after, Pyrcz joined, too.

"The intention is to give people more awareness of the data that comes through, so they can make faster decisions," Rayakar says.

An education program for workers in the energy industry, daytum hosts workshops and an online learning network for technicians and engineers to better understand the data they're working with. This, Rayakar says, helps them exercise more control over the work — especially for those whose preliminary training in the field was before data became indispensable to the job. The professors and Kunal host two– or five-day workshops, and just a few weeks ago, they held both introductory and intermediate courses at the University of Houston.

The professors teach Python, a common programming language. Although there's a learning curve to studying Python, it's not as confusing as some of the tools, like MATLAB, that engineers studied in their undergraduate educations. But students don't actually have to become Python experts at all — instead, they use Jupyter, an online digital notebook that can import Python packages, which are large and ready-made coding sequences.

Often, these are free and available to download on sites like Github. Daytum professors teach packages that are useful for analyzing and visualizing the data they work with in the field, and students leave having a usable workstation on their computers, ready to be installed and implemented in their work.

"People really enjoyed the courses," Rayakar says. "We were really happy."

But right now, daytum's main goal is to continue to grow its workshops — including introducing Austin bootcamps, to engage people in learning, and to empower oil industry technicians to navigate the industry's digital transition more smoothly.

"By building longer-term solutions and cultures, we can build better educations," Rayakar says.

How tech boot camps can help solve the Houston innovation equation

Class project

It's been a little over a year since Houston lost out on the Amazon HQ2 bid and left the city pondering its approach to innovation. Houston is known for taking risks and bouncing back from adversity. We're known for growth and entrepreneurship. But are we still known for innovation? Are we positioned for growth as a creative class and digital skills city?

It's my belief that we need to invest in the professional skills of our local workforce and ensure we can attract companies that will help our city and Houstonians thrive. Amazon pointed us in the right direction. It highlighted our need of more professional upskilling programs and increased investment in the city's innovation infrastructure.

At Rice University, we listened, and launched fast-track, intensive tech training programs designed specifically for working adults to help solve these problems. We launched a pilot program in late 2018, a data analytics boot camp in partnership with a national workforce accelerator called Trilogy Education. It was met with such an enthusiastic response from students that we are expanding the initiative by adding programs in cybersecurity and other high demand fields later this year.

These tech boot camps are designed to augment Rice's other efforts to foster innovation in our community like a recent $100 million investment in a new innovation hub for all of Houston and an already ambitious innovation and technology ecosystem, highlighted by the Liu Idea Lab for Innovation and Entrepreneurship, or LILIE, and the Rice Alliance for Technology and Entrepreneurship. Combined, we hope these efforts will help Houston to secure its position as a magnet for technology employers and workers alike.

By many standards, Houston's tech industry is booming. Digital middle-skill jobs — the kinds that provide a stepping stone between lower-paid non-tech roles and high-earning careers in tech — represent 42 percent of overall job postings in Houston. And these jobs are on the rise. Between 2017 and 2018, the number of Houston job postings requiring web development skills rose by 57 percent, earning the city 6th-place ranking among the top 10 U.S. cities for coding job growth.

With numbers like these, it's easy to grow complacent. But Houston is by no means immune to the widening digital skills gap that is holding back business growth nationwide. And unless we create programs to support upskilling and career mobility, even the people currently driving Houston's tech renaissance may struggle to keep their skills sets up to date.

These programs help us address Amazon's core area of critique: innovation. This is something Houston has historically been known for; in 1969 alone, we helped put the first astronaut on the moon and the first artificial heart in a patient. But like all important skills, innovation must be regularly nurtured, enhanced, and relearned.

New, alternative education pathways like technology boot camps bring more diversity to our tech talent pools, a critical component of fostering innovation that is still missing at most technology-focused companies. These employers are starting to look beyond traditional degrees for people who can simply prove they have the skills for the job. The relatively lower barrier to entry for a technology boot camp opens the door for candidates of all races, genders, and walks of life to bring their unique perspectives and insights to an industry sorely in need of more diversity.

As one of the country's most racially diverse metros, Houston reflects the nation's demographic future, and can make a unique contribution to the diversity of our workforce. We already rank among the top five best U.S. cities for women in tech (number four, to be exact). And if the demographics of Rice's earliest boot camp enrollees are any indication, a widespread rollout of these kinds of programs may be a part of Houston's ability to garner the number one spot in coming years. Among our boot camp students to date, 35 percent are white, 20 percent are Hispanic, 17 percent are African American, and 23 percent are Asian. Women made up 25 percent of our first class, a good start that we plan to improve.

Houston has the potential to become a nationwide leader in tech innovation. The problems we face in getting there are complicated, but like all equations, they can be solved with resilience and hard work.

------

Robert Bruce is the dean of Rice University's Susanne M. Glasscock School of Continuing Studies.

Houston's job market has seen a growing demand for coders, as companies seek to bring coding in house. DigitalCrafts is stepping in to provide an educated workforce. Courtesy of DigitalCrafts

Houston coding class grows tenfold in 2 years to meet the job market needs

Back to school

When DigitalCrafts hosted its first coding boot camp in Houston, it opened with eight people. Two years later, the organization's next class will graduate 125 people as coders, ready to take on the challenges of the Bayou City's 21st century work environment.

"We work with local companies as part of our advising board," says Jason Ephraim, the Houston campus director. "And our students go to work for those companies when they complete our program. That kind of localization helps us understand what the Houston ecosystem needs in terms of workforce skills, and allows us to adapt our curriculum to meet their needs, which helps us ensure our graduates get placed."

DigitalCrafts began in Atlanta, co-founded by Max McChesney and Jake Hadden. The Houston outpost is only the second expansion for the company, a move Ephraim says is a deliberate; DigitalCrafts looks to make small, impactful changes as a company, better ensuring it meets the needs of both its students and the workforce they'll enter.

The company offers a project-based curriculum, where outside companies come into the classroom and describe the challenges they're facing. Students are then offered the opportunity to work in teams on digital solutions, providing an experiential learning environment that mirrors what they might find in their careers.

"In Atlanta, we work with companies like the Home Depot and Chick-Fil-A, but here in Houston, where energy is still dominant, we have companies come in and explain the tools they need to maximize their business," Ephraim says. "That means students are working on actual projects with an end result for a business, and it gives them exposure to area businesses."

That combination of providing a deep dive into coding and partnering with Houston companies helps DigitalCrafts graduates get an edge on the competition. The program itself is super hands on, and most of the students who come into it have taken at least one computer programming course, most likely Python or JavaScript, whether in the course of their college education or via a MOOC (massive open online course).

"For most of our students, that exposure wasn't enough and they want a deeper dive," says Ephraim.

DigitalCrafts offers both full- and part-time class options. The full-time program is 16 weeks and fully immersive. Students take courses every day, building on skills and training as full-stack developers. The part-time sessions unfold across 26 weeks, and students learn front- and back-end web development.

"Our goal has always been to help our students be ready for careers in all aspects of software and web development," says Ephraim. "The average student is 30, and looking to either make a career change to coding and development, or wants to enhance what he or she has already learned."

The vetting process for students is exacting, explains Ephraim. Each applicant is evaluated based not only on what he or she knows and is looking to learn, but also in terms of what his or her individual career goals are. DigitalCrafts looks to ensure that its programs will meet the needs of its students.

Ephraim says that given Houston's current job landscape, the need for coders is strong — and growing.

"Over the last two years, we're seeing companies who used to outsource this kind of development bringing it back in-house," he says. "That's created a really high demand for people who understand coding and programming and know how to solve problems. And it's not just happening at energy companies. It's happening in finance, in health care."

In short, the industries that play a huge role in keeping the Houston economy ticking.

In addition to offering its in-depth boot camps, DigitalCrafts also contracts with companies to train employees. The company will either offer basic classes or work with an organization to custom-create a curriculum based on individual needs. Ephraim says that his organization has had success in the Bayou City because it's made it a point to understand the local landscape, as well as look at the larger picture of what digital careers here look like.

"Houston isn't like Austin, where you have that almost stereotypical idea of people walking around with their laptops and working in coffee shops," Ephraim says. "The digital landscape here is different, and there are jobs here for those who know how to fill this need. Companies here want to hire Houstonians. We're here to help make sure they can."

Ad Placement 300x100

Ad Placement 300x600

CultureMap Emails are Awesome

Property Showcase

Energy AI company opens first U.S. office at Houston’s the Ion

Building on its partnership with Houston-based oilfield services provider Halliburton, energy-sector AI company Shape Digital recently opened an office at The Ion. It’s the company’s first U.S. location.

Shape Digital’s workforce in Houston includes employees specializing in tech support, business development and client services. The company’s local hiring projections and headcount weren’t available. The new office will be located within Industrious at the Ion, according to Rice Alliance.

A key driver of the new Houston office: The company forecasts North America will account for more than 20 percent of its business in 2027.

“North America is a critical market for industrial innovation, and Houston sits at the center of companies driving that progress,” Caio Sene, vice president of client services at Shape Digital, said in a release. “Growing our presence here allows us to work alongside operators as they look for practical ways to turn existing operational data into clear recommendations for what to do next.”

Shape Digital, which also has offices in Singapore and Brazil, develops decision-making platforms for the oil and gas sector.

The Ion District office gives Shape Digital a presence close to Halliburton’s headquarters. In May, the two companies forged a partnership to combine Halliburton’s Digital Field Solverdecision-making system with Shape Digital’s AI portfolio.

Shape Digital layers AI software atop existing operations data rather than replacing legacy systems or adding new software.

The company’s suite of AI agents draws on more than 200 operations-monitoring algorithms, continually learning from company and industry data. The suite comprises four products: Shape Aura, Shape Lighthouse, Shape Lumen and Shape Reef.

Shape Digital says that by working with a customer’s existing operations data, it can deliver ROI in less than two months without any additional investment in equipment or infrastructure.

The company is a 2021 spinoff of Japan-based Modec. Modec builds, owns, and operates floating offshore oil and gas production facilities. Its Modec America subsidiary is based in Houston.

Meet the esteemed judges for the 2026 Houston Innovation Awards

Meet The Judges

Editor's note: Judging is now underway for the 2026 Houston Innovation Awards, and it's time to meet the decision makers.

Our 2026 judging panel comprises past award winners who represent a variety of industries and areas of expertise. They are joined by InnovationMap's interim editor. All are deeply engaged in the Houston innovation ecosystem.

Our judging panel will review all nominee applications submitted across 10 prestigious categories. They will determine the 2026 finalists in all categories, and they will select the winners in all but one category — our people's choice award for Startup of the Year.

The sixth annual Houston Innovation Awards program will be presented in an all-digital format in 2026. We will announce this year's finalists and feature their stories throughout our special editorial series this fall. Then, stay tuned as we reveal the 2026 Houston Innovation Awards winners on InnovationMap.com in mid-November.

Sagar Dalal, Fervo Energy, 2025 Scaleup of the Year

Sagar Dalal serves as chief of staff at Fervo Energy, a company pioneering the commercialization of next-generation geothermal power. In this role, he helps translate the CEO’s vision and priorities into execution, leading cross-functional strategic initiatives that support the company’s growth and operations.

Dalal brings nearly eight years of experience in structural engineering and project management from his time at Thornton Tomasetti and Tesla, where he engineered and built a wide range of infrastructure projects ranging from stadiums to manufacturing facilities. He holds an MBA from Stanford University and an MS in Civil Engineering from Texas A&M University. He is also a licensed professional engineer.

Aaron Fitzgerald, Mars Materials, 2025 Minority-founded Business of the Year

Aaron Fitzgerald is a three-time founder and carbon removal entrepreneur focused on reimagining how we make things. As the CEO of Mars Materials, he leads a team working to commercialize technologies that sequester captured carbon into industrial supply chains.

His vision for a defossilized future is shaped by a unique path through both policy, including a tenure in the United States Senate, and deep carbontech, with fellowships at The Lewis Latimer program, Breakthrough Energy, Prime Coalition, and Carbon 180.

Tatiana Fofanova, Koda Health, 2025 Health Tech Business of the Year

Tatiana Fofanova, PhD, is the co-founder and CEO of Koda Health, an AI-enhanced patient decision support platform designed to make advance care planning (ACP) scalable, accessible, and patient-centered for patients with serious illness.

After earning her PhD in Translational Medicine at Baylor College of Medicine, she joined Texas Medical Center (TMC) as a Founder-in-Residence. It was there that she and her co-founders identified one of the most overlooked yet critical gaps in healthcare: the lack of meaningful, accessible advance care planning. Under her leadership, Koda Health now supports over 1 million patients through partnerships with organizations like Cigna, Privia, and Houston Methodist.

Lawson Gow, Greentown Labs, 2025 Incubator/Accelerator of the Year

Lawson Gow currently serves as chief strategy officer for Greentown Labs, which was named Incubator/Accelerator of the Year in the 2025 Houston Innovation Awards. Prior to joining Greentown Labs as Head of Houston in 2025, Gow was as a managing partner at Helium Capital, an investment and advisory firm that aims to support founders across the entire lifecycle of entrepreneurship.

He is also the founder of The Cannon, an innovation-infrastructure provider that operates a growing network of innovation hubs for its community of startups, entrepreneurs, investors, and corporate innovators.

Sarah Hein, March Biosciences, 2025 Female-founded Business of the Year

Sarah Hein is the founding CEO of March Biosciences, a clinical-stage cell-therapy company targeting challenging malignancies. Prior to cofounding March Biosciences, she was the founding Entrepreneur in Residence for the Texas Medical Center Innovation Accelerator for Cancer Therapeutics (TMCi ACT).

Formerly, she was a cofounder and the vice president of operations at Courier Therapeutics, a cancer immunotherapy startup acquired by Valo Health. She was also director of research at Resonant Therapeutics, an antibody therapeutics platform technology company. She began at Mercury Fund as a Venture Fellow directly after graduating with her PhD in Molecular Biology from Baylor College of Medicine.

Tanu Jain, FlowCare, 2025 Startup of the Year

Tanu Jain is a product executive, entrepreneur, founder and CEO of FlowCare, and registered nurse with a track record of building products from zero to global scale. She previously led product at BioIQ before founding FlowCare, a Houston-based period care infrastructure platform making period care a standard in every restroom. In under 16 months, FlowCare has signed deployed across four enterprise customers and impacted more than 1.5 million women.

FlowCare was named Startup of the Year at the 2025 Houston Innovation Awards, and Jain has been recognized with additional honors including the SDG Super Changemaker – Pewter — at the Global Sustainability Awards 2026.

Prabhdeep "Prab" Sekhon, Eclipse Energy, 2025 Energy Transition Business of the Year

Prabhdeep Singh Sekhon is CEO of Eclipse Energy, an energy technology company transforming depleted oil fields into low-cost, sustainable hydrogen resources through subsurface biotechnology. He brings nearly two decades of global energy experience spanning climate technology, venture capital, private equity, and multi-billion-dollar energy projects across five continents.

Previously, he held leadership roles at NextEra Energy Resources and Hess Corporation. He is also a founder and managing director of GreenLite Resources and a founding member of Cotogna Sports Group. He holds an MBA from Wharton, a Masters in Engineering from Texas A&M, and a BS from the University of Calgary.

Wade Pinder, Product Houston, 2025 Trailblazer Award Winner

Wade Pinder thinks of himself as an "ecosystem wayseeker," helping founders and builders in and around Houston find their footing, understand the landscape, and move through uncertainty with more clarity. Through Product Houston, he works at the intersection of product strategy, founder support, ecosystem mapping, and community-building, with a particular focus on helping people show up in the right rooms before they feel fully ready.

His background includes years in product management at Blinds.com and Home Depot, along with founding and leading the Houston Product Community for six years. He was recognized by as Mentor of the Year in the 2023 Houston Innovation Awards and received the Trailblazer Award in 2025.

Laura Furr Mericas, Interim Editor, InnovationMap

Laura Furr Mericas is interim editor for InnovatonMap.com and EnergyCapitalHTX.com. She is a longtime contributor to both sites and has reported on Houston's innovation ecosystem for InnovationMap since 2020. Previously, she served as web editor and data reporter for Houston Business Journal.

Report: Income for top 1 percent earners in Texas has surged in 2026

money matters

In a state where local billionaires are wealthier than they've ever been, high-earning Texans need to make $73,000 more than they did a year ago if they want to be among the top 1 percent of earners, a new report has revealed.

SmartAsset's study analyzed income thresholds for the top 1, 5, and 10 percent of earners in all 50 states and the District of Columbia, using 2022 IRS data for individual tax return filers (the most recent year available), adjusted to 2026 dollars.

Texas has the 11th highest income threshold, with residents needing to make a minimum of $817,158 to be considered among the top 1 percent of earners statewide. In 2025, Texans needed to make about $744,000 to be among the top 1 percent.

For comparison, residents living in the nation's capital must make at least $1.16 million to qualify as top 1 percent earners. The District of Columbia led the nation with the highest income threshold to be a top earner.

To be considered among the top 5 percent of earners in Texas, a resident would need to make $312,671. The income threshold to be considered among the top 10 percent is $210,609.

SmartAsset additionally found that 128,130 Texas residents qualified as top 1 percent earners in 2022. Nationally, the report estimated that fewer than 2 million households earn enough to be considered among the top 1 percent of earners nationwide, but 23 million households rank among the top 10 percent.

"In some places, households can enter the top 1 percent at income levels that fall well below the threshold elsewhere, reflecting an uneven landscape of wages and wealth," the report said.

A separate SmartAsset study that tracked the upper and lower thresholds for middle class households found Houston residents need to make anywhere from $42,907 to $128,722 to maintain their middle class status.

The top 10 states with the highest thresholds to be considered in the top 1 percent of earners in the U.S. are:

No. 1 – District of Columbia ($1,156,664)
No. 2 – Connecticut ($1,147,898)
No. 3 – Massachusetts ($1,006,921)
No. 4 – California ($987,325)
No. 5– New Jersey ($969,976)
No. 6 – New York ($959,562)
No. 7 – Florida ($956,449)
No. 8 – Washington ($903,303)
No. 9 – Colorado ($828,772)
No. 10 – Wyoming ($819,014)

---

This article originally appeared on CultureMap.com.

View All Listings

INNOVATIONMAP EMAILS ARE AWESOME