For schools, universities, employers and careers advisers
Research on how AI is changing careers, for people who guide others.
Start with the free research. If you need more depth, data for your own region or profession, or a briefing built around your question, we offer that too.
Are you a parent? Go to the page for parents.
Explore the research · free
Start here
The Career Explorer
831 careers across 22 kinds of work, each scored for how well it holds up as AI changes work, with growth and salary data.
Open the explorer → Available now · FreeHow we score careers
Where the evidence comes from, what we look at, one worked example, and what a score cannot tell you.
Read the method → Available now · FreeThe free Career Playbook
What parents and students use: career matches for one young person, with a guide to take to the counsellor.
See what families get →Research services · paid
When you need more depth
Institution Briefing
Research built around your question: your cohort, your profession, your region. We send a one-page scope and price within one business day, then deliver in 5 business days (10 for a deep briefing with a call). Includes a Practitioner Licence.
Good for: a school, trust, professional body or employer that needs a decision-ready answer.
Request a briefingTalk Kit
Asked to speak to students or your industry about what AI means for your field? We build the data for your trade, the story of what is happening to entry-level jobs in it, and slides with the source behind every number.
Good for: practitioners giving a talk at a school, college or conference.
Ask about a Talk KitCareer Deep-Dive
Everything behind one career's score for one country: the detail behind each part of the score, how safe it is at each career stage, regional data, every source and every change explained.
See an interactive samplePractitioner Licence
Every Career Deep-Dive for every country, every research update for twelve months, a monthly digest of what changed, and permission to cite the research in your own materials with attribution.
Good for: careers advisers, counsellors, and people working in careers services and HR. One licence per person; ask us about team licences.
Pre-orders are delivered with the Autumn 2026 research update. If we miss the date, you can cancel for a full refund.
How we work
Checked at the source
No figure ships until a person has confirmed it in the original report or dataset. No machine-made statistics.
Dated
Every report carries its date and edition, so you always know how current it is.
Independent
No sponsors, no paid placements, no commission from any course, college or employer.
Questions
Is the research itself free?
Yes. The Career Research Guide and the method are free for everyone. Paid services add depth, regional data, licences to cite, and research built around your question.
Which countries do you cover?
The UK, US, Canada, Australia, New Zealand and India. Prices are in US dollars.
What happens after I request a briefing?
Within one business day we send a one-page scope confirming the question, the method, the timing and the price, with a secure payment link. Nothing is charged until you approve it.
When do pre-ordered Deep-Dives arrive?
With the Autumn 2026 research update, by 30 November 2026. Your checkout email is your delivery address. If we miss the date you can cancel for a full refund.