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Graduates Fear Lack of AI Skills Hurts Earning Potential
The pace of technological change is dismantling the idea that a degree or job title guarantees long-term relevance. Formal education alone can’t keep up with the velocity of innovation, and static credentials or rigid roles are no longer enough, and as AI accelerates across the IT landscape, new graduates are entering the workforce with a growing sense that their formal education is already behind the curve. A survey from Nexford University, which gathered responses from 597 recent college graduates, highlights the widening skills gap—and the professional anxiety—that comes with trying to build a career in an AI-driven economy. According to the findings, 21% of recent graduates believe their degree is already outdated, given how quickly AI, automation, and data-driven technologies have reshaped employer expectations. An additional 22% say they would have chosen a different major had they understood the scale of AI’s impact on workforce needs. This disconnect is now influencing how grad
Dark Web, Underground Hiring Blurs Lines Between Legit and Illicit Work
Underground and illegal organizations operate on the dark web much like their legitimate, above-ground enterprise counterparts do. This also means these illegitimate businesses need to recruit for open positions and advertise for skilled cybersecurity and technology workers to fill specific, if nefarious, needs. While these dark web job boards should be avoided, some cybersecurity professionals are increasingly turning to these underground websites to look for work or advertise their skills, especially if they feel legitimate job searches have stalled, according to recent research published by security firm Kaspersky. The analysis, based on 2,225 job-related posts – vacancies and resumes – published on dark web forums between January 2023 and June 2025, found a “two-fold increase” in the number of resumes and underground jobs posted on various dark web forums between the first quarter of 2023 and the first quarter of 2024. These numbers also remained steady in the first quarter of 2025
Demand for AI Expertise Grows as IT Job Postings Fall
Demand for AI skills is reshaping the tech hiring market, even as overall recruiting remains muted. New labor data shows employers are pulling back on broad tech hiring while concentrating heavily on candidates with AI expertise—a shift that’s redefining which roles get approved and which stay frozen. Tech postings remain down compared to last year, but listings requiring AI capabilities have climbed sharply and now appear in more than half of all U.S. tech openings, according to Dice’s November Jobs Report. CompTIA’s September Tech Jobs Report, based on information from the U.S. Bureau of Labor Statistics, also found a sharp upward trend in its AI Hiring Intent Index, with hiring for dedicated AI job titles on the rise in major IT job markets including San Jose, New York and San Francisco. Where’s the Promise in AI Hiring? Marcus Fontoura, CTO for Azure Core, Microsoft, explains at the top end, companies are hiring aggressively for talent that can move the AI needle. “Everywhere else,
How to Build AI Fluency and Prepare Employees for the Future of Work
By Pragya Malhotra Gupta, Chief Technology and Product Officer, isolved AI is advancing fast and for many workers, so is the fear of being replaced. In fact, 37% of employees worry AI will take their jobs, a concern that’s especially acute in technical roles tied to repetitive tasks like entry-level coding, data analysis and IT support. These functions align closely with AI’s current strengths, making them feel particularly vulnerable as automation gains traction. But replacement is only part of the story. As automation takes over routine tasks, many roles are evolving, not disappearing. Developers, for example, may spend less time writing code and more time refining AI-generated outputs. Analysts, on the other hand, may shift from producing reports to interpreting results and driving strategic decisions. In many cases, AI is less a job killer and more a job shaper, pushing roles toward higher-value, human-led work. The challenge is how organizations respond to this shift. Many are cal
The Modern Multispecialist Engineer
You've been deep in your engineering specialty for years, but something's changing. Job postings keep asking for backend developers who know infrastructure. Today, data engineers need to build application programming interfaces. The clean lines between infrastructure, backend and data work now overlap, as engineers can jump between these domains without breaking a sweat. It's about becoming a multispecialist engineer who can earn more and handle whatever the job market throws your way. Why Are Engineering Roles Converging? Forget the old days when you could stick to your lane as a pure backend developer or infrastructure guru. Engineering roles are converging — developers need operations knowledge, operations engineers write code and quality assurance people have turned into full-blown developers building test frameworks. This isn't a passing trend. Cloud-native development brings along DevOps practices, which have completely reshaped software delivery by enabling faster and more resil