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From Compliance to Code: How AI Governance Is Reshaping IT Careers
Organizations continue to move AI systems and autonomous agents into production, with governance becoming a more technical discipline rather than solely a legal or compliance function. AI governance professionals must identify which systems exist, determine what data and tools they can access, measure whether they behave as intended and produce evidence that risks are being controlled. They must also develop procedures for responding when a model produces biased results, exposes data or takes an unauthorized action, resulting in a combination of skill sets opening a new career path for IT professionals who can connect organizational policy with the technical realities of operating AI. Which IT Roles Are Moving into AI Governance? AI governance teams are drawing professionals from cybersecurity, risk management, compliance, platform engineering, data science and machine learning evaluation. “We are seeing people come into AI governance from security, compliance, platform engineering and
Forward-Deployed Engineer Shortage Is Holding Back Enterprise AI ROI
Although enterprises have access to increasingly capable AI models, many still lack the people needed to turn them into reliable production systems The resulting gap has created demand for “forward-deployed engineers” (FDEs), a hybrid technical and business role designed to move AI from a promising demonstration into workflows that produce measurable results. A recent Christian & Timbers study estimates roughly 17,000 forward-deployed engineers work in the United States, but only about 2,000 have repeatedly delivered “significant” enterprise value. The executive search firm defines that “elite” tier as engineers who have completed multiple enterprise AI deployments and generated at least $10 million in revenue or savings. Christian & Timbers clarifies the estimate is not a federal labor count, adding the title “forward deployed engineer” remains fluid, but it hints at a broader problem for organizations —buying AI is easier than integrating it into productive workflows. More Than an AI
2026's Cautious Comeback: What Tech Execs Are Really Looking For
So far, the 2026 tech job market has been dominated by a cautious, uncertain pattern resulting in few hires and deep frustration for job seekers. Finally, market conditions appear to be improving or becoming more hopeful. New monthly job postings reached almost 300,000 in June, up from correction-era lows near 200,000. Plus, tech occupation employment across all industry sectors increased by 47,000 workers, dropping the unemployment rate to 2.9%, according to an analysis by CompTIA. What’s more, after holding back on hiring due to AI, major companies ranging from railroad giant CSX to Google parent Alphabet have recently told investors that they plan to hire to meet growth goals or seize on emerging technologies. Have we turned the corner? Not exactly. “We are in the process of turning the first corner, but there are more corners to turn,” noted Miloš Topić, vice president for Information Technology and chief digital officer at Grand Valley State University. Topić further explained tha
Sovato CEO Brian Miller Charts a Path to Surgical Robotics Leadership
For Brian Miller, his appointment to CEO of robotic surgery company Sovato in April 2026 was a culmination of a journey up the ranks in health tech. From work on the first transatlantic remote surgery between the U.S. and France, called the Lindbergh Operation, to the first FDA-cleared robotic systems at Computer Motion in 1996, Miller has had an impressive career of more than 25 years in surgical robotics and digital innovation. Before Sovato, Miller was head of digital and AI strategy and chief digital officer at Intuitive, maker of the da Vinci robotic surgery system. Miller joined Sovato because its cofounder and executive chairman, Yulun Wang, is also the founder of Computer Motion, where Miller used to work. Close to one-third of people in the U.S. lack access to interventional radiologists in their county, according to a 2023 study in the Journal of Vascular and Interventional Radiology. That shows a need for surgical robotics, according to Miller. “We've now come to a point in
The New Junior Developer: Harder to Land, Harder to Replace
In 1981, a new wave band called The Buggles hit MTV’s airwaves with the first video ever broadcast on the network: “Video Killed the Radio Star.” The song raised concerns about tech such as VCRs disrupting older forms of media. Today, artificial intelligence is transforming the business world in a similar way, and it generates questions like “Did AI kill the junior software developer”? Is AI threatening career opportunities for entry-level software developers? After all, entry-level tech hiring dropped by 73.3% from 2024 into early 2025, according to Ravio’s 2025 Tech Job Market Report. The report noted that companies are hiring engineers that can use AI from the start rather than training junior developers. In addition, Stanford University researchers released a paper last year highlighting how workers ages 22 to 25 in accounting and software development have experienced a 13% drop in employment since 2022 due to AI. However, experts still say not to worry about AI taking junior jobs