Editors

Most exposed tasks

Highest structured exposure values in this role’s task mix — the work AI systems can already do most of.

• Read copy or proof to detect and correct errors in spelling, punctuation, and syntax.80

Augmentable tasks

Work where AI assists rather than replaces — the productivity frontier of this role.

• Verify facts, dates, and statistics, using standard reference sources.65
• Prepare, rewrite and edit copy to improve readability, or supervise others who do this work.55
• Arrange for copyright permissions.55

Most durable tasks

Lowest exposure — typically judgment, relationships, physical presence, or accountability. This is the human moat.

• Direct the policies and departments of newspapers, magazines and other publishing establishments.20
• Interview and hire writers and reporters or negotiate contracts, royalties, and payments for authors or freelancers.20
• Meet frequently with artists, typesetters, layout personnel, marketing directors, and production managers to discuss projects and resolve problems.25

Task exposure values and classifications are published, versioned estimates audited against the anchored rubric. This page reads them from the data release rather than generating them at request time. Bars show exposure contribution relative to this role’s task mix.

What this means

A score of 41 puts Editors in the third quartile of analyzed occupations. In practice, exposure this high is about the mix: 1 of 20 analyzed tasks lean automatable, 11 augmentable, and 8 durable. The useful question isn’t “will AI take this job” — it’s which tasks go first, which get faster, and where to reposition time. That’s what the personalized report maps against your actual week.

Lower-exposure adjacent roles

No adjacent role in the current data release is at least 10 points lower with ≥50% skill overlap — we don’t label anything “safer” unless the data supports it.

Labor-market context

• $77,920median wage
• 91,690employed
• 9,800annual openings
• +0.6%projected growth

Context only — labor statistics are not inputs to the exposure score. See methodology.

Related roles

Adjacent by skills or family — no exposure claim implied.

• Film and Video Editors 41
• Proofreaders and Copy Markers 59
• News Analysts, Reporters, and Journalists 40
• Poets, Lyricists and Creative Writers 42
• Writers and Authors 45
• Technical Writer 53

How this score was calculated

FAQ — Editors

Will AI replace Editors?

This score cannot predict whether this occupation or any individual job will be replaced. It shows which tasks current and near-term AI can perform or accelerate, which tasks remain more durable, and where a worker can adapt. Employer decisions, demand, regulation, and how the role changes are outside the score.

What does a score of 41 mean for a Editors?

It means that, weighted across the 20 tasks we analyzed for this role, the task mix sits at 41 on a 0–100 exposure scale — in the third quartile of analyzed occupations. It measures task exposure to current and near-term AI capabilities, not the probability of losing a job.

Which tasks in this role are most exposed to AI?

The highest-exposure tasks are: Read copy or proof to detect and correct errors in spelling, punctuation, and syntax. Exposure comes from the published, rubric-scored data release rather than being generated when you open this page.

Which parts of this job are most durable?

The most durable responsibilities are: Direct the policies and departments of newspapers, magazines and other publishing establishments; Interview and hire writers and reporters or negotiate contracts, royalties, and payments for authors or freelancers; Meet frequently with artists, typesetters, layout personnel, marketing directors, and production managers to discuss projects and resolve problems. Durable tasks typically depend on judgment, relationships, physical presence, or accountability.

Is this score personalized to me?

No — this page shows the occupation-level baseline. Two people with the same title often do different work. The $9 personalized report recalculates the score from the tasks you actually do and builds a concrete 7/30/90-day plan around them.