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Jobs of the future · 7 min read

What new jobs will AI create?

Employers expect big data, fintech and AI specialists to grow fastest to 2030. Most new AI-related work sits inside ordinary jobs rather than new titles.

The short answer

The World Economic Forum's Future of Jobs Report 2025 projects 170 million jobs created and 92 million displaced worldwide by 2030, a net gain of 78 million. The fastest-growing roles in its employer survey are big data specialists, fintech engineers, and AI and machine learning specialists. Beyond those titles, much of the new work sits inside existing jobs: checking AI output, designing how teams use it, and handling the cases it gets wrong. In US projections, data scientists are among the fastest-growing occupations to 2035.

On this page 4 sections
  1. The headline numbers
  2. Three kinds of new work
  3. Directions worth a look
  4. Questions people ask

The headline numbers

The World Economic Forum surveyed over 1,000 large employers covering more than 14 million workers. Their combined answers, scaled with International Labour Organization employment data, project job creation equal to 14% of today's jobs and displacement equal to 8% by 2030. AI and information processing are among the trends employers expect to change their business most.

Three kinds of new work

KindExamplesWhat it needs
BuildingMachine learning engineers, data scientistsMaths, code and data
ShapingAI workflow designers, product managers, evaluatorsDomain knowledge, clear writing, testing
CheckingAI governance, quality review, safety review in health or lawJudgement and knowledge of the rules
Where AI-related work is appearing

Most people who end up doing AI-related work won't have AI in their job title. A paralegal who checks AI-drafted contracts or a marketer who designs the team's AI workflow is doing new work under an old name.

Directions worth a look

Our directions index describes several of these in the same format each time: what the days contain, what it grows out of and a small way to test it. Start with AI workflow designer, model evaluation writer or agentic systems operator.

Questions people ask

Will AI create more jobs than it destroys?
The World Economic Forum's employers expect a net gain of 78 million jobs globally by 2030 from all the trends they track, AI included. That's a survey of expectations, and the jobs created won't be in the same places or need the same skills as the ones lost.
Do I need to code to work in AI?
Not for many of the new roles. Evaluating output, writing guidelines, designing workflows, training colleagues and managing AI projects need domain knowledge and clear writing more than code.
What are some new AI job titles?
AI trainers and evaluators, AI product managers, prompt and workflow designers, AI governance and risk specialists, and machine learning operations engineers. Titles change fast; the work underneath them is a better guide.
Is prompt engineering a real job?
As a standalone title it's narrowing, because prompting is becoming part of many jobs. The underlying skill, getting reliable results from AI tools and checking them, is spreading.
Where do I start?
Pick one task in your current field where AI is already used, do it with an AI tool, and check the result carefully. That's the shape of most new AI-adjacent work.

Exercises are practice, not evidence of career fit or a qualification. How to read our guides and report a correction.

Sources

How this page is written

Sources support the factual background, not a guarantee that an exercise predicts career fit. Fictional practice material is labelled. Dates record content updates; no independent expert review is implied. More about OffLadder.

Don't pick your future. Test it.

OffLadder is a career exploration tool for people ready for a different kind of work who can't afford to guess wrong. It finds directions your experience carries into and small real-world experiments to test them, and keeps what you make as evidence you can show an employer, instead of a personality label. AI is changing jobs faster than career advice can keep up with, and employers now hire on what you can show. OffLadder helps you test a direction and leave proof behind, instead of betting on a prediction.

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