#ai-resume

#ai-resume

You just have to immerse yourself in it. You should just constantly be building. That's what's going to give you the best chance of having the relevant skill set that is needed to make a difference in technology.

"LinkedIn?" She laughed. "You mean Facebook for thought leaders? No, I won't be using any of those sites."

Hiring in 2026 won't look much like hiring even two years ago. If you don't pay attention, you will get left behind. I was a retained search consultant for 25-plus years. I've written executive and board résumés for the last 10 years. I've never seen so much change in candidate sourcing happen so quickly. CEO priorities and expectations have shifted. AI is reshaping how candidates get surfaced. Résumé sameness has skyrocketed. Candidate shortlist cycles have accelerated.

Chimka also notes that these tools were designed to cater to small business leaders-whose survey feedback to LinkedIn reinforced a common theme, echoed by many owners, that finding skilled talent remains challenging. This source of frustration is more of a problem of perception, rather than a lack of skills, he says. Applicants seeking to pivot into a new industry, for example, may not have the obvious qualifications companies are looking for, but that doesn't mean they can't do the job. LinkedIn Hiring's AI aims to give these candidates a fair shot by making the process more "skills based," he said.

She learned that experts across fields-from physics and finance to healthcare and law-were now being paid to help train AI models to think, reason, and problem-solve like domain specialists. She applied, was accepted, and now logs about 50 hours a week providing data for Mercor, a platform that connects AI labs with domain experts. Ruane is part of a fast-growing cohort of professionals who are shaping how AI models learn.