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AI Job Growth includes ChatGPT-Fueled Surge Amid Overall Employment Slowdowns

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DeepSeek to Accelerate Trend Across Industries, According to UMD-LinkUp AI Maps

COLLEGE PARK, Md., Feb. 3, 2025 /PRNewswire/ — Since ChatGPT’s late-2022 launch, AI job postings in the United States “have ramped up dramatically, from 29,509 in Q4 2022 to 49,577 in Q4 2024, an uptick of 68 percent,” according to new analysis at UMD-LinkUp AI Maps, the world’s first tool for mapping the creation of jobs requiring artificial intelligence skills and co-produced by researchers at the University of Maryland’s Robert H. School of Business.

The findings are the subject of the white paper “Diffusion of AI Jobs Across Economic Sectors.”

In the same period, all U.S. job postings overall declined by 17 percent. “While this decline does not suggest that companies are employing fewer people, it does suggest that companies are hiring new staff at a slower pace,” write the researchers, co-led by Smith’s Anil K. Gupta, Michael Dingman Chair and professor of Strategy, Globalization and Entrepreneurship.

“Our data are consistent with a broader softening in the labor market,” they add, citing a recent Minneapolis Fed report that “the unemployment rate is unequivocally on the rise, from a historic low of 3.4 percent in 2023 to 4.3 percent in July 2024.” It is also notable that “the decline in IT job postings is much starker”—from 354,070 in Q4 2022 to 258,706 in Q4 2024, a decrease of 27%.

The researchers identify AI jobs as those requiring AI skills, while IT jobs comprise a broad group of computer- and math-related occupations.

Given the divergent upward trend for AI job postings, “there is clear evidence of a strong ChatGPT effect,” the researchers write.

And moving forward, “the DeepSeek phenomenon will accelerate these trends,” adds Gupta. “Irrespective of what happens with DeepSeek, its emergence has vindicated with full force Mark Zuckerberg’s bet on open-source LLMs.”

He explains: “As open-source models keep gaining share, the market for foundation models will become commoditized and their costs and prices will decline. This will lead to an even faster deployment of AI technology in every industry, be it software development, technical services, banking, insurance, manufacturing or agriculture.”

While it’s a bit early for this effect to show up in job postings data, Gupta adds, “we anticipate seeing these numbers over the next few months.”

Sector-Level Analysis

On the key measure of AI Jobs Intensity (i.e., share of postings for AI jobs versus for all jobs), three sectors stand out: “information” (at 3.24 percent), “professional, scientific, and technical services” (at 2.40 percent), and “finance and insurance” (at 1.54 percent). As a benchmark, the AI Jobs Intensity for the U.S. economy as a whole is 0.72 percent. According to Gupta, “the reason is very clear, in these three sectors, all work is knowledge work, and thus amenable to augmentation or substitution by AI.”

The contrast with two sectors at the other extreme is stark. Together, “health care and social assistance” and “accommodation and food services” account for 28 percent of all job postings, but only 1.5 percent of AI job postings. The AI Jobs Intensity of these two sectors is 0.05 percent or lower. Why? Because these two sectors require highly complex physical work, not yet amenable to AI or robotics.

Professional, Scientific, and Technical Services. The latest findings show “dramatic growth” in the AI job-postings share of the “professional, scientific, and technical services” sector in the overall U.S. economy – from 13.5 percent in 2018-Q1 to 24.0 percent in 2024-Q4. Gupta explains: “While practically all sectors of the economy have embraced AI, it appears that many companies in the historically less digitized sectors have chosen to outsource their AI expertise to consulting firms. These include the likes of Accenture, Deloitte, EY, PwC, Booz Allen, and others which belong to this sector.”

Information. “Software publishers” dominate this sector, accounting for over 43 percent of all job postings in the sector. This subsector’s share of AI job postings is even larger – 62 percent.

Manufacturing. Within the vast and diverse “manufacturing” sector, the “computer and electronic products” subsector vastly outshines the other manufacturing subsectors. This subsector accounts for 46 percent of AI job postings in the sector, even though its share of all job postings is only 15 percent.

Finance and Insurance. Since the launch of ChatGPT in 2022-Q4, AI postings increased sharply by 62 percent versus a very sharp 33 percent decline in IT postings. As in the other sectors, here as well, there is strong evidence that companies are investing in AI jobs at the expense of more general IT jobs. In terms of AI Jobs Intensity, the three main subsectors – “insurance carriers,” “commercial banking,” and “investment banking” – quite similar.

Retail. Unlike the “information” sector, “retail” employs vast numbers for mostly physical work in brick-and-mortar outlets and in fulfillment centers for purely online retailers, like Amazon’s retail business. Thus, the AI Jobs Intensity of this sector trails that for the US economy. However, this sector’s AI-to-IT jobs intensity is significantly higher than for the U.S. economy. On this measure, Walmart’s numbers are close to those for Amazon retail (18.45% versus 22.66%) and way ahead of all other retailers (at 8.98%). “These data reflect Walmart’s very aggressive investments in AI, including at its technology hubs in Silicon Valley and India,” Gupta says.

UMD-LinkUp AI Maps is published in partnership with job-data firm LinkUp (a subsidiary of GlobalData PLC) and consulting firm Outrigger Group. Smith School researchers joining Gupta in the project are Dean’s Professor of Information Systems Siva Viswanathan, Associate Professor of Information Systems Kunpeng Zhang and doctoral student Hanwen Shi.

Contact: Greg Muraski at gmuraski@umd.edu

View original content:https://www.prnewswire.com/news-releases/ai-job-growth-includes-chatgpt-fueled-surge-amid-overall-employment-slowdowns-302366586.html

SOURCE University of Maryland’s Robert H. Smith School of Business

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Vertafore advances AI innovation at Accelerate 2026, embedding AI across workflows to transform the insurance lifecycle

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From platform to agents to real workflows, Vertafore and NetVU bring the industry together to move from friction to flow

DENVER, April 20, 2026 /PRNewswire/ — Accelerate 2026 brought together a highly engaged community of insurance professionals to power what’s possible in the AI era, sparking conversations, forging high-impact connections and experiencing firsthand the innovations redefining what’s next for the industry. More than 2,000 attendees participated in the event by Vertafore®, the leader in insurance technology, and the Network of Vertafore Users (NetVU).

Vertafore CEO Amy Zupon and Chief Product Officer James Thom took the stage to outline a bold vision for the future, centered on delivering Distribution Velocity across the insurance value chain. They showed how agencies, MGAs and carriers can harness core digital technology, unmatched data and insurance-specific AI to reduce friction across workflows and achieve speed with intentional outcomes.

During the keynote, Vertafore introduced the Velocity™ AI Platform, brought ReferenceConnect AI™ to market to deliver trusted insights, launched six AI agents to reduce manual work and improve efficiency, and announced AgencyOne® Certificates to streamline certificate management and improve client service.

“This Accelerate was our most impactful event yet, and our customers brought incredible energy. They’re ready to put AI to work,” said Rick Warter, chief customer officer at Vertafore. “From the Velocity AI Platform to the momentum behind AgencyOne, everything we delivered this week focused on helping agencies, MGAs and carriers adapt faster and grow smarter.”

Hands-on AI sessions drive real business impact for attendees

NetVU and Vertafore brought AI to life at Accelerate with hands-on learning designed to turn ideas into action. Attendees worked through real-world use cases and practical training to apply AI across submissions, quoting, servicing and client engagement—reducing manual work and unlocking faster insights.

Education tracks combined technical guidance from Vertafore product experts and real-world experience and tangible next steps from NetVU volunteer session leaders, empowering peer insurance professionals to move from concepts to real, everyday impact.

“You could feel the momentum around AI in every session and every conversation this week,” said Shyla Lankford, chair of the NetVU Board of Directors and principal at Symphony Risk Solutions. “At a time of rapid change, community plays a critical role in helping us collaborate on best practices, stay connected and put what we’ve learned into action so we can continue to learn, grow and thrive together.”

NetVU celebrates industry leaders and delivers meaningful community impact

NetVU honored standout leaders in the Vertafore user community with its annual awards, recognizing meaningful contributions across the industry. Carl Schlotman III of CAI Insurance Agency received the Leadership Award for his long-standing leadership and industry advocacy. Joyce Sigler of SeibertKeck Insurance Partners earned the Insurance Technology Advocate Award for advancing automation and supporting agencies through change, while Sarah Dinwiddie of Charles M. Moore Insurance Agency received the Volunteer Service Award for her growing leadership and commitment to strengthening the NetVU network.

That spirit of leadership extended beyond the event into the local community. Day of Caring, a long-standing Accelerate tradition, brought attendees together for hands-on service, with nearly 200 volunteers packing shelf-stable groceries for The Just One Project’s drive-through distribution program. This year’s Day of Caring will provide up to 23,000 meals to 1,400 Southern Nevada families in need. Alongside these efforts, the community raised $30,000 to support hunger relief and critical local programs.

Insurance professionals can look ahead to this live infusion of innovation and community momentum at Accelerate 2027, scheduled for May 17–20 in San Antonio, Texas. Registration is now open.

About Vertafore

Vertafore powers Distribution Velocity, accelerating every part of the insurance value chain within and across agencies, MGAs, and carriers so they can adapt faster and grow smarter. As the trusted backbone of the industry, Vertafore provides the core digital systems, specialized AI, and data-driven foundation to eliminate distribution drag across sales, servicing, accounting, underwriting, and back-office operations, taking insurance workflows from friction to flow.

Supporting over 95% of the top agencies and insurers and 50% of industry compliance transactions, Vertafore leads at the intersection of innovation and trust, giving customers the speed, performance power, and confidence to transform and grow at scale in the new era. Vertafore is headquartered in Denver, Colorado. Learn more at www.vertafore.com.

©2026 Vertafore and the Vertafore logo are registered trademarks of Vertafore. All rights reserved. All other trademarks are the property of their respective owners.

MEDIA CONTACT:
INK Communications
vertafore@ink-co.com

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SOURCE Vertafore, Inc.

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Can Pets Help You Live Longer? New Research to Investigate the Link Between Pet Ownership, Psychosocial and Health Behaviors, and Mortality Among Older Adults

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Human Animal Bond Research Institute Awards Grant to the University of Guelph

WASHINGTON, April 20, 2026 /PRNewswire/ — The Human Animal Bond Research Institute (HABRI) today announced a new grant to identify and quantify possible psychosocial mechanisms by which pet ownership influences mortality among older adults in Canada. The grant for this project was awarded to the University of Guelph under the supervision of Principal Investigator Dr. Lauren Grant, Assistant Professor of Environmental and Public Health, Department of Population Medicine, Ontario Veterinary College, University of Guelph.

Researchers will analyze data collected from the Canadian Community Health Survey – Healthy Aging (CCHS), as well as the Canadian Vital Statistics Death Database, to quantify these mechanisms. Using longitudinal data and mediation analysis, the research aims to differentiate the direct and indirect effects of pet ownership on all-cause and cause-specific mortality, providing a robust understanding of how pets may enhance longevity through improved psychosocial and health behaviors, including companionship, isolation, loneliness, physical activity and body mass index.

“This is the first path or mediation analysis of pet ownership, psychosocial variables, health behaviors and multiple mortality outcomes among older adults using linked health survey and mortality records,” said Dr. Lauren Grant. “This information can be used by clinicians in practice to convey how pet ownership can improve healthy aging.”

“Solid science links pet ownership to healthy aging, increased longevity and reduced loneliness,” said Steven Feldman, President, HABRI. “HABRI is proud to support this important study to explore these connections more deeply, enhancing our understanding of the profound benefits of the human-animal bond.”

About HABRI
HABRI is a not-for-profit organization that funds innovative scientific research to document the health benefits of companion animals; educates the public about human-animal bond research; and advocates for the beneficial role of companion animals in society. For more information, please visit http://www.habri.org.

CONTACT: Hayley Maynard
614-701-8205
hayleym@aboutinspire.com

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SOURCE Human Animal Bond Research Institute (HABRI)

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Scenic Places Near Penn State Explained in HelloNation Article Featuring Vineyard Expert Barb Christ

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The article highlights how vineyard visits and local landscapes enhance weekend experiences beyond campus.

STATE COLLEGE, Pa., April 20, 2026 /PRNewswire/ — What is the best way to show weekend visitors the full experience of State College beyond the Penn State campus? HelloNation has published the piece and included the answer in an article.

The HelloNation article explores how visitors can experience more than campus landmarks by discovering scenic places near Penn State and the surrounding countryside. Featuring insights from Vineyard Expert Barb Christ, the article explains how adding vineyard visits, rural drives, and outdoor stops can create a more complete and memorable weekend.

The article describes State College, Pennsylvania, as a destination that extends well beyond its academic center. While campus visits and downtown dining are common starting points, the article notes that nearby rural areas offer expansive views, quiet settings, and a closer look at local agriculture. These scenic places near Penn State provide a contrast that helps visitors better understand the region’s identity.

According to the article, local wineries play a key role in shaping this broader experience. Locations such as Happy Valley Vineyard & Winery offer visitors a place to slow down, spend time outdoors, and engage with the region’s agricultural side. The article explains that these environments allow guests to connect with the land while learning how local products are made.

The HelloNation article explains that Vineyard Expert Barb Christ emphasizes the importance of creating meaningful experiences rather than rushed itineraries. By introducing guests to vineyard settings, visitors gain insight into how landscapes are cultivated and maintained. The article notes that this approach encourages a deeper appreciation for the region’s character and craftsmanship.

Sustainability is another important theme discussed in the article. At Happy Valley Vineyard & Winery, practices such as solar energy use and responsible land management are part of daily operations. The article highlights how these efforts reflect long-term environmental awareness and demonstrate how agriculture and sustainability can work together in central Pennsylvania.

The article also points out that many visitors are surprised by the balance between tradition and innovation in the area. By visiting wineries and nearby scenic places near Penn State, guests can see how longstanding farming practices are supported by modern sustainability efforts. This combination adds educational value to a weekend visit while keeping the experience accessible and enjoyable.

Beyond vineyards, the article recommends pairing these visits with nearby parks, overlooks, and natural spaces. These locations are described as easy to reach while still offering a sense of quiet and openness. The article explains that combining outdoor exploration with local agriculture creates a well-rounded itinerary that appeals to a wide range of visitors.

Pacing is another key takeaway. The HelloNation article suggests that a relaxed schedule allows visitors to fully engage with each stop. Rather than filling every hour, selecting a few meaningful destinations such as a vineyard, a trail, or a local restaurant can lead to more memorable experiences. This slower approach helps visitors connect with both the landscape and the people who shape it.

The article concludes that sharing scenic places near Penn State with weekend visitors offers an opportunity to highlight the region’s balance of culture, agriculture, and natural beauty. Through thoughtful planning and local insight, visitors can leave with a stronger understanding of what makes central Pennsylvania distinctive.

Where to Take Visitors in State College: A Weekend Guide to Local Flavor, Scenery, and Experiences features insights from Barb Christ, Vineyard Expert of State College, Pennsylvania, in HelloNation.

About HelloNation
HelloNation is a premier media platform that connects readers with trusted professionals and businesses across various industries. Through its innovative “edvertising” approach that blends educational content with storytelling, HelloNation delivers expert-driven, good-news articles that inform, inspire, and empower. Covering topics from home improvement and health to business strategy and lifestyle, HelloNation highlights leaders making a meaningful impact in their communities.

View original content to download multimedia:https://www.prnewswire.com/news-releases/scenic-places-near-penn-state-explained-in-hellonation-article-featuring-vineyard-expert-barb-christ-302739015.html

SOURCE HelloNation

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