Opens in a new tab
needsahuman
Search ⌘KGet the data

Guides: AI and your work, in plain English.

What AI exposure means, which jobs hold up, how to stay needed and how we score. Every number is sourced.

Guides

AI and entry-level jobs: what the data shows

Young workers in AI-exposed jobs are being hired less. What the research shows, what it doesn't, and how to get a first job anyway.

Guides

AI and trades careers: why skilled trades hold up

Why electricians, plumbers and HVAC technicians are among the jobs AI touches least, what the official outlook says, and how to get started.

Guides

Which AI skills employers want

What employers mean by AI skills, what the job-posting data shows about pay and demand, and how to build the skills that matter in your field.

Guides

How to future-proof your career against AI

A practical plan to keep your work valuable as AI spreads: map your tasks, move toward the human parts, learn the tools and keep options open.

Guides

How we score jobs, in plain English

A plain-English walk through how NeedsAHuman decides whether AI could replace a job: tasks, three questions, evidence grades and ranges.

Guides

Will humanoid robots take physical jobs?

Where industrial and humanoid robots really stand, why hands-on work is so hard to automate, and which physical jobs to watch.

Guides

Is it worth retraining because of AI?

What the evidence says about retraining programs, which kinds work best, and how to decide whether a career change makes sense for you.

Guides

Jobs AI is least likely to replace

Which jobs are hardest for AI to replace, what they have in common, and how to read the research without falling for a listicle.

Guides

How to talk to your manager about AI

How to raise AI with your manager: what to ask, what to offer, how to handle worries about your role, and a simple script to start.

Guides

What “AI exposure” really means

AI exposure is not the same as job loss. What researchers mean by exposure, how the main studies measure it, and how to read the numbers.

How long will your job last?

Answer a few questions about how you actually do your job and get your own Still needs a human score, with the range, the risks and three things to do next.