How to AI -proof your job

The layoffs are accelerating. Meta, Nike, Intuit, UPS — nearly every week brings a new round of corporate job cuts, and AI is increasingly cited as the driving force. A recent Goldman Sachs report estimates that AI is already reducing U.S. monthly payroll growth by roughly 16,000 jobs per year, and knowledge workers face the sharpest exposure because their output is exactly what AI replicates best: fast, consistent, and available around the clock.

"The most valuable jobs, the ones that we tell people to go to school for — software engineer, finance professional, accountant, lawyer — a lot of these cognitive professions, those are the ones that are the most vulnerable to AI automation," David Shrier, professor of AI and Innovation at Imperial College London, told CNN.

But vulnerability is not inevitability. There are concrete steps workers can take to reduce their exposure and increase their value in an AI-saturated economy.

The first step is an honest self-audit. Think of your job not as a single role but as "a collection of tasks we switch between, often many times a day," as NYU professor Oded Nov puts it. Which of those tasks are the most repeatable, rule-based, and predictable? Processing expense reports, formatting data, writing boilerplate copy — these are the functions AI absorbs most easily. The Cloudflare CEO recently laid off 20% of his workforce, targeting what he called "measurers": middle management and those working on audits, operations, and compliance. "AI isn't coming for builders or sellers, but it is coming for measurers," he wrote in the Wall Street Journal.

The second step is investing in skills that are structurally hard to automate. Physical duties remain safe for now — robotics is at least a decade away from replacing skilled trades, healthcare workers, and hospitality roles. But even for knowledge workers, there are moats. AI struggles with emotional and social intelligence, organizational culture, and group dynamics. It is recursive rather than inventive. "AI is bad at creativity, but it's surprisingly good at elaborating on creative prompts," Shrier noted. "But you still need the human to come up with the idea and guide the AI to do something interesting." If part of your job involves sales, relationship management, or negotiation, lean into the interpersonal skills that build trust. Customers may use AI to research, but they still want a human for major decisions.

The third step is the one most people resist: embrace AI rather than run from it. Learn the major AI systems. Ask chatbots how they could make your work more efficient and actually try their suggestions. Experiment with no-code tools that let you build applications and websites without writing code. But chatbots are just the beginning — the real leverage comes from AI agents, programs that run automatically, make decisions, and take actions autonomously. Learning to create even simple agents puts you ahead of the vast majority of workers. Try this prompt: "I want to learn how to make an AI agent. Walk me through the steps to create an agent that can do [specific task]."

"In some ways it's never been a better time to be an entrepreneur, because if you can think of it, you can make it," Shrier said. "There are people making robust enterprise-grade software that is built off of a prompt in plain English."

Even Anthropic, the company behind the Claude AI model, still has humans editing and reviewing code — they just are not writing it from scratch anymore. "In best-case scenarios, the more mundane tasks that are part of people's jobs today will be handed over to AI, while the more interesting and rewarding tasks will be done by humans, probably with some support of AI," Nov said. The goal is not to outcompete AI, which is a losing battle, but to become the person who directs it.

**What This Means For You:** The AI jobs reckoning is not a future event — it is happening now. If your role consists primarily of processing, measuring, or reporting, start building your moat today. Audit your tasks, invest in creative and interpersonal skills, and learn to build with AI rather than alongside it. The workers who thrive in the next five years will not be those who are best at resisting AI, but those who are best at wielding it. If you are in a skilled trade, healthcare, or another physical profession, your job is safer for longer — but the knowledge worker playbook is changing in real time, and the window to adapt is narrower than most people think.