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Starts with Lightcast.. Starts with Lightcast.. Starts with Lightcast.
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Every website should be built to evolve. From the first line of code to the final interaction, it’s a living product designed to adapt, scale, and drive growth over time. This block represents how structure, content, and design work together to deliver an experience that feels seamless today—and ready for what’s next.
Every website should be built to evolve.
From the first line of code to the final interaction, it’s a living product designed to adapt, scale, and drive growth over time.
This block represents how structure, content, and design work together to deliver an experience that feels seamless today—and ready for what’s next.
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Industry analysis.
Starts with Lightcast.
Every website should be built to evolve. From the first line of code to the final interaction, it’s a living product designed to adapt, scale, and drive growth over time. This block represents how structure, content, and design work together to deliver an experience that feels seamless today—and ready for what’s next.

Industry analysis.
Starts with Lightcast.
Every website should be built to evolve. From the first line of code to the final interaction, it’s a living product designed to adapt, scale, and drive growth over time. This block represents how structure, content, and design work together to deliver an experience that feels seamless today—and ready for what’s next.
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Every website should be built to evolve. From the first line of code to the final interaction, it’s a living product designed to adapt, scale, and drive growth over time. This block represents how structure, content, and design work together to deliver an experience that feels seamless today—and ready for what’s next.
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Every website should be built to evolve. From the first line of code to the final interaction, it’s a living product designed to adapt, scale, and drive growth over time. This block represents how structure, content, and design work together to deliver an experience that feels seamless today—and ready for what’s next.
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Every website should be built to evolve. From the first line of code to the final interaction, it’s a living product designed to adapt, scale, and drive growth over time. This block represents how structure, content, and design work together to deliver an experience that feels seamless today—and ready for what’s next.
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A design system creates order out of complexity. It ensures every component—from buttons to banners—works together seamlessly and reflects a unified brand language. This block demonstrates how content and structure adapt within a shared framework, helping teams move fast without compromising visual or functional consistency.
Heading block example (stacked)
Every website should be built to evolve. From the first line of code to the final interaction, it’s a living product designed to adapt, scale, and drive growth over time. This block represents how structure, content, and design work together to deliver an experience that feels seamless today—and ready for what’s next.
list
items
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items
Heading block example (stacked)
Every website should be built to evolve. From the first line of code to the final interaction, it’s a living product designed to adapt, scale, and drive growth over time. This block represents how structure, content, and design work together to deliver an experience that feels seamless today—and ready for what’s next.
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23
years of experience
67
of the fortune 100
1K
Educational institutions
Data + Insights However You Want Them
Every website should be built to evolve. From the first line of code to the final interaction, it’s a living product designed to adapt, scale, and drive growth over time. This block represents how structure, content, and design work together to deliver an experience that feels seamless today—and ready for what’s next.
Optimize the health of you program-career alignment looking holistically across the portfolio to spot overlap or gaps in addressing career needs. test
Optimize the health of you program-career alignment looking holistically across the portfolio to spot overlap or gaps in addressing career needs.
Optimize the health of you program-career alignment looking holistically across the portfolio to spot overlap or gaps in addressing career needs.
Optimize the health of you program-career alignment looking holistically across the portfolio to spot overlap or gaps in addressing career needs.
Optimize the health of you program-career alignment looking holistically across the portfolio to spot overlap or gaps in addressing career needs.
The Sunbelt and Mountain West continue to lead other regions when it comes to talent attraction. The top 3 large metros are Sunbelt stars: Dallas, TX , Austin, TX, and Miami, FL. Nineteen of the top 20 highest ranking large metros are in the Sunbelt. Across metros of any size, only three of the top 50 highest-ranking regions are outside of the Sunbelt and Mountain West.
Talent attraction has not merely added people to the Sunbelt and Mountain West—it has redefined their economies. In coverage of our first-ever Talent Attraction Scorecard in 2015, Richard Florida, a prominent urban theorist, noted with interest that “lower-wage service economies in the Sunbelt” were towards the top of the ranking. Those lower-wage service economies have since matured into diversified economies anchored by tech, logistics, and advanced manufacturing.
The Sunbelt is now home to new semiconductor production facilities in metros including Austin, Dallas, and Phoenix (ranked #15 for large metro areas).These new industries required attracting experts from around the world, not just around the nation. Nashville (#19 for large metros) once primarily known for tourism and entertainment, has emerged as a hub for healthcare management and headquarters operations. Amazon selected Nashville for its Operations Center of Excellence in 2018, committing to locate 5,000 jobs in corporate logistics, tech, and operations management, while in 2024, Oracle announced in Nashville would be home to its new global headquarters. In Florida, metros like Orlando and Tampa (#4 and #8 large metros) are seeing a surge in fintech and aerospace engineering. These trends signal more than population growth: they point to rising economic value through the talent and industry now there.
A similar transformation has occurred in the Mountain West. Lifestyle metros like St. George, UT, and Bozeman, MT (#2 and #8 mid-sized metros), have attracted remote workers, entrepreneurs, and tech talent, fueling a surge in knowledge-sector startups and creative industries. Larger metros like Denver and Salt Lake City (#35 and #53 large metros) have become magnets for software development, aerospace, and finance. Semiconductor investment is making an impact here, too, with Boise (#48 large metro) home to two new fabrication plants.
Across our various metrics of talent attraction, these regions are strongest in overall job growth. And critically, job growth in these areas is not simply a function of high-growth industries concentrated there. We measure a region’s “competitive effect” as the job growth in a region that cannot be attributed to industry mix effects or national growth effects, and these regions also perform highly in this metric.
This table shows the top 10 highest-ranking metro areas by overall score, by job growth, and by competitive effect. Every single one of these metros is in either the Sunbelt (☀️) or Mountain West (⛰️).

To be fair, geography has an enviable role to play in talent attraction for these regions: if someone is invested in moving to a city with warm winters or mountain scenery, there’s only so much that the Great Plains can offer in response. But not every Sunbelt and Mountain West metro is benefiting equally, and neither is every Northeastern and Midwestern metro losing talent at the same rate. No matter its geography, every region can take steps to attract talent and grow their local economies.
The top-performing metros in the Sunbelt and Mountain West did not transform by chance. They have been and remain at the top of the Talent Attraction Scorecard because of intentional, data-informed decisions that align economic development, workforce planning, and infrastructure investment around long-term goals.
How Lightcast Can Help
Lightcast tools empower regions like the Sunbelt and Mountain West to solidify their top spot—and equip other communities to follow their lead.
Developer: Provides insights into your region's economic and workforce strengths. With data from Developer, Employ Prince George’s built a compelling case for investment—unlocking $6M in funding and transforming services for local businesses and residents.
Gazelle: Identifies growing companies that need the talent your region offers. See how Florida’s Great Northwest leveraged Gazelle to target fast-growing businesses, helping secure $75 million in investment.
Talent Migration Dashboard: Shows where talent is coming from or moving to, including which industries and occupations they work in. Learn how Action Greensboro used these insights to uncover key migration patterns and build an award-winning talent attraction strategy.
Data + Insights However You Want Them
Optimize the health of you program-career alignment looking holistically across the portfolio to spot overlap or gaps in addressing career needs.
Every website should be built to evolve. From the first line of code to the final interaction, it’s a living product designed to adapt, scale, and drive growth over time. This block represents how structure, content, and design work together to deliver an experience that feels seamless today—and ready for what’s next.
Optimize the health of you program-career alignment looking holistically across the portfolio to spot overlap or gaps in addressing career needs.
Optimize the health of you program-career alignment looking holistically across the portfolio to spot overlap or gaps in addressing career needs.
Optimize the health of you program-career alignment looking holistically across the portfolio to spot overlap or gaps in addressing career needs.
Optimize the health of you program-career alignment looking holistically across the portfolio to spot overlap or gaps in addressing career needs.

Building Consistency Into Every Website Experience

Building Consistency Into Every Website Experience

Building Consistency Into Every Website Experience

Building Consistency Into Every Website Experience

Building Consistency Into Every Website Experience

Building Consistency Into Every Website Experience
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Conversion Panel (centered)
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Where performance meetings possibility
Every website should be built to evolve. From the first line of code to the final interaction, it’s a living product designed to adapt, scale, and drive growth over time. This block represents how structure, content, and design work together to deliver an experience that feels seamless today—and ready for what’s next.
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Starts with Lightcast.
Every website should be built to evolve. From the first line of code to the final interaction, it’s a living product designed to adapt, scale, and drive growth over time. This block represents how structure, content, and design work together to deliver an experience that feels seamless today—and ready for what’s next.
example with hard coded icon
A design system creates order out of complexity. It ensures every component—from buttons to banners—works together seamlessly and reflects a unified brand language.
example with custom icon
A design system creates order out of complexity. It ensures every component—from buttons to banners—works together seamlessly and reflects a unified brand language.
A multinational retailer
A design system creates order out of complexity. It ensures every component—from buttons to banners—works together seamlessly and reflects a unified brand language.
A multinational retailer
A design system creates order out of complexity. It ensures every component—from buttons to banners—works together seamlessly and reflects a unified brand language.
A multinational retailer
A design system creates order out of complexity. It ensures every component—from buttons to banners—works together seamlessly and reflects a unified brand language.
A multinational retailer
A design system creates order out of complexity. It ensures every component—from buttons to banners—works together seamlessly and reflects a unified brand language.
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See how Vontive 10x their recruitment data
Praesent aliquet ornare dolor ac dignissim. Pellentesque ornare augue in urna aliquet, vulputate convallis magna viverra.
Comprehensive. Contextualized.Actionable.
Lightcast has compiled more than 18 billion labor market data points, including job postings, career profiles, and compensation data, into a compounded knowledge asset—a collection of labor market intelligence that draws on over 25 years of expertise in data classification, sophisticated machine learning models, and taxonomies of jobs and skills. While labor market data has traditionally been fragmented and complex, Lightcast data creates clarity so that enterprises, educators, and the public sector can build their workforce strategies with confidence.
Explore Data3 billion
Job postings
242 million
Job posting w optional logo background
34,000
Job posting
6.3 million
Job posting
Comprehensive. Contextualized.Actionable.
Lightcast has compiled more than 18 billion labor market data points, including job postings, career profiles, and compensation data, into a compounded knowledge asset—a collection of labor market intelligence that draws on over 25 years of expertise in data classification, sophisticated machine learning models, and taxonomies of jobs and skills. While labor market data has traditionally been fragmented and complex, Lightcast data creates clarity so that enterprises, educators, and the public sector can build their workforce strategies with confidence.
Explore Data3 billion
Job postings
242 million
Job posting
34,000
Job posting
6.3 million
Job posting
Comprehensive. Contextualized.Actionable.
Lightcast has compiled more than 18 billion labor market data points, including job postings, career profiles, and compensation data, into a compounded knowledge asset—a collection of labor market intelligence that draws on over 25 years of expertise in data classification, sophisticated machine learning models, and taxonomies of jobs and skills. While labor market data has traditionally been fragmented and complex, Lightcast data creates clarity so that enterprises, educators, and the public sector can build their workforce strategies with confidence.
Explore Data3 billion
Job postings
242 million
Job posting
500 million
Job posting
34,000
Job posting
6.3 million
Job posting
Comprehensive. Contextualized.Actionable.
Lightcast has compiled more than 18 billion labor market data points, including job postings, career profiles, and compensation data, into a compounded knowledge asset—a collection of labor market intelligence that draws on over 25 years of expertise in data classification, sophisticated machine learning models, and taxonomies of jobs and skills. While labor market data has traditionally been fragmented and complex, Lightcast data creates clarity so that enterprises, educators, and the public sector can build their workforce strategies with confidence.
Explore Data3 billion
Job postings
1,800+
unique occupations
242 million
Job posting
500 million
Job posting
34,000
Job posting
6.3 million
Job posting
Comprehensive. Contextualized.Actionable.
Lightcast has compiled more than 18 billion labor market data points, including job postings, career profiles, and compensation data, into a compounded knowledge asset—a collection of labor market intelligence that draws on over 25 years of expertise in data classification, sophisticated machine learning models, and taxonomies of jobs and skills. While labor market data has traditionally been fragmented and complex, Lightcast data creates clarity so that enterprises, educators, and the public sector can build their workforce strategies with confidence.
Explore Data3 billion
Job postings
1,800+
unique occupations
165
Countries
242 million
Job posting
500 million
Job posting
34,000
Job posting
6.3 million
Job posting

Ryan Jockers
Deputy Director of Data and AI Initiatives
“Lightcast has come in clutch where there’s disagreement or uncertainty about which programs we need based on job demand—because the data is not lying to us.”

Lloyd Trader
VP of Driver Hiring
“We’re always trying to make smarter decisions about how we handle every aspect of the business—in a competitive industry, we have to. The data-driven approach that Lightcast brought to the table was crucial in helping us achieve that goal.”
“Our students deserve to make decisions based on the best data available. The dashboard we've created using Lightcast data brings a reality to careers conversations that will really help them become more employable.”

“After the pandemic-fueled IT hiring spree, cybersecurity job demand has stabilized close to pre-pandemic levels. However, the industry faces a perfect storm of AI-driven technological change, rising geopolitical tensions around the world, and an ever-evolving regulatory landscape. Taken together, skill requirements are shifting faster than many practitioners can keep up, which is causing the cybersecurity talent gap to widen once again.”
“After the pandemic-fueled IT hiring spree, cybersecurity job demand has stabilized close to pre-pandemic levels. However, the industry faces a perfect storm of AI-driven technological change, rising geopolitical tensions around the world, and an ever-evolving regulatory landscape. Taken together, skill requirements are shifting faster than many practitioners can keep up, which is causing the cybersecurity talent gap to widen once again.”
“Lightcast enables us to access a data source that supports the work that we do—and furthers it.”
“"Lightcast’s Impact Scenario is the best tool for demonstrating and projecting workforce impact I’ve ever seen. Nobody else has anything close. I’ve used it for 21 years, and I can’t do without it. I have literally saved companies and won grants and investments in community infrastructure with just this tool. It’s Lightcast’s most valuable workforce secret." ”
“We’re always trying to make smarter decisions about how we handle every aspect of the business—in a competitive industry, we have to. The data-driven approach that Lightcast brought to the table was crucial in helping us achieve that goal.”

“Lightcast has come in clutch where there’s disagreement or uncertainty about which programs we need based on job demand—because the data is not lying to us.”

“[Lightcast] data regarding job types, wages, and growth is essential when making programmatic decisions in all of our occupational programs.”
“We’re always trying to make smarter decisions about how we handle every aspect of the business—in a competitive industry, we have to. The data-driven approach that Lightcast brought to the table was crucial in helping us achieve that goal.”

“Our students deserve to make decisions based on the best data available. The dashboard we've created using Lightcast data brings a reality to careers conversations that will really help them become more employable.”
“Skills provide a shared language that can expand opportunity for all workers. Using this common language, employers can identify exactly what they need and workers can articulate exactly what they offer. In practice, this means that strategies like skill-based hiring, which focus on skills rather than degrees, can help expand the supply of available talent and help maximize efficiency so everyone can succeed.”
“After the pandemic-fueled IT hiring spree, cybersecurity job demand has stabilized close to pre-pandemic levels. However, the industry faces a perfect storm of AI-driven technological change, rising geopolitical tensions around the world, and an ever-evolving regulatory landscape. Taken together, skill requirements are shifting faster than many practitioners can keep up, which is causing the cybersecurity talent gap to widen once again.”
“Lightcast enables us to access a data source that supports the work that we do—and furthers it.”
“"Lightcast’s Impact Scenario is the best tool for demonstrating and projecting workforce impact I’ve ever seen. Nobody else has anything close. I’ve used it for 21 years, and I can’t do without it. I have literally saved companies and won grants and investments in community infrastructure with just this tool. It’s Lightcast’s most valuable workforce secret." ”
“We’re always trying to make smarter decisions about how we handle every aspect of the business—in a competitive industry, we have to. The data-driven approach that Lightcast brought to the table was crucial in helping us achieve that goal.”

“Lightcast has come in clutch where there’s disagreement or uncertainty about which programs we need based on job demand—because the data is not lying to us.”

“[Lightcast] data regarding job types, wages, and growth is essential when making programmatic decisions in all of our occupational programs.”
“We’re always trying to make smarter decisions about how we handle every aspect of the business—in a competitive industry, we have to. The data-driven approach that Lightcast brought to the table was crucial in helping us achieve that goal.”

“Our students deserve to make decisions based on the best data available. The dashboard we've created using Lightcast data brings a reality to careers conversations that will really help them become more employable.”
“Skills provide a shared language that can expand opportunity for all workers. Using this common language, employers can identify exactly what they need and workers can articulate exactly what they offer. In practice, this means that strategies like skill-based hiring, which focus on skills rather than degrees, can help expand the supply of available talent and help maximize efficiency so everyone can succeed.”
“After the pandemic-fueled IT hiring spree, cybersecurity job demand has stabilized close to pre-pandemic levels. However, the industry faces a perfect storm of AI-driven technological change, rising geopolitical tensions around the world, and an ever-evolving regulatory landscape. Taken together, skill requirements are shifting faster than many practitioners can keep up, which is causing the cybersecurity talent gap to widen once again.”
“Lightcast enables us to access a data source that supports the work that we do—and furthers it.”
“"Lightcast’s Impact Scenario is the best tool for demonstrating and projecting workforce impact I’ve ever seen. Nobody else has anything close. I’ve used it for 21 years, and I can’t do without it. I have literally saved companies and won grants and investments in community infrastructure with just this tool. It’s Lightcast’s most valuable workforce secret." ”
“We’re always trying to make smarter decisions about how we handle every aspect of the business—in a competitive industry, we have to. The data-driven approach that Lightcast brought to the table was crucial in helping us achieve that goal.”

“Lightcast has come in clutch where there’s disagreement or uncertainty about which programs we need based on job demand—because the data is not lying to us.”

“[Lightcast] data regarding job types, wages, and growth is essential when making programmatic decisions in all of our occupational programs.”
“We’re always trying to make smarter decisions about how we handle every aspect of the business—in a competitive industry, we have to. The data-driven approach that Lightcast brought to the table was crucial in helping us achieve that goal.”

“Our students deserve to make decisions based on the best data available. The dashboard we've created using Lightcast data brings a reality to careers conversations that will really help them become more employable.”
“Skills provide a shared language that can expand opportunity for all workers. Using this common language, employers can identify exactly what they need and workers can articulate exactly what they offer. In practice, this means that strategies like skill-based hiring, which focus on skills rather than degrees, can help expand the supply of available talent and help maximize efficiency so everyone can succeed.”
“After the pandemic-fueled IT hiring spree, cybersecurity job demand has stabilized close to pre-pandemic levels. However, the industry faces a perfect storm of AI-driven technological change, rising geopolitical tensions around the world, and an ever-evolving regulatory landscape. Taken together, skill requirements are shifting faster than many practitioners can keep up, which is causing the cybersecurity talent gap to widen once again.”
“Lightcast enables us to access a data source that supports the work that we do—and furthers it.”
“"Lightcast’s Impact Scenario is the best tool for demonstrating and projecting workforce impact I’ve ever seen. Nobody else has anything close. I’ve used it for 21 years, and I can’t do without it. I have literally saved companies and won grants and investments in community infrastructure with just this tool. It’s Lightcast’s most valuable workforce secret." ”
“We’re always trying to make smarter decisions about how we handle every aspect of the business—in a competitive industry, we have to. The data-driven approach that Lightcast brought to the table was crucial in helping us achieve that goal.”

“Lightcast has come in clutch where there’s disagreement or uncertainty about which programs we need based on job demand—because the data is not lying to us.”

“[Lightcast] data regarding job types, wages, and growth is essential when making programmatic decisions in all of our occupational programs.”
“We’re always trying to make smarter decisions about how we handle every aspect of the business—in a competitive industry, we have to. The data-driven approach that Lightcast brought to the table was crucial in helping us achieve that goal.”

“Our students deserve to make decisions based on the best data available. The dashboard we've created using Lightcast data brings a reality to careers conversations that will really help them become more employable.”
“Skills provide a shared language that can expand opportunity for all workers. Using this common language, employers can identify exactly what they need and workers can articulate exactly what they offer. In practice, this means that strategies like skill-based hiring, which focus on skills rather than degrees, can help expand the supply of available talent and help maximize efficiency so everyone can succeed.”















