Can any job be AI-proof?
Examine the tasks inside jobs instead of relying on predictions about AI-proof careers.
AI is changing my work.
Role by role: which tasks move to software, which judgement stays with people, and how to get into AI work.
Every guide in AI & work
28 guidesAI and the work
Without the confident ten-year predictions nobody can stand behind.
2 guidesWhen AI changes your job
Role by role: what changes when software does the first draft, and which judgement still carries over.
9 guidesIf AI can write the first draft, what is a copywriter for?
Explore writing work beyond first drafts and test adjacent roles before retraining.
Translators and AI: where language judgement still matters
Test language work where meaning, context and responsibility still need human judgement.
Customer service and AI: what happens when the easy tickets disappear?
Explore service design, operations and escalation roles built on your support experience.
Graphic designers and AI: when making an image is no longer the whole job
Examine design work beyond image generation, including users, decisions and practical testing.
Junior developer in 2026: how do you get experience when jobs require experience?
Build a small shipped project with real users to demonstrate development experience.
Recruiters and AI: the skills your old job title hides
Identify how your assessment, persuasion and decision-making skills travel beyond recruitment.
Administrative assistants and AI: you did more than manage calendars
Show how coordinating people, priorities and exceptions prepares you for other roles.
Accountants, bookkeepers and AI: the difference between recording and judging
Explore finance work that requires explaining, verifying and improving the numbers.
Paralegals and AI: the new value of checking the answer
Explore legal operations, compliance and review work that depends on checking AI-generated answers.
AI and your next move
Role-by-role task audits, getting into AI without code, the prompts worth using and when a coach is worth paying for.
10 guidesWill AI replace marketers? What changes and what to do about it
Audit a marketing week task by task and move time towards customer insight and measurement.
Will AI replace data analysts? What the work is becoming
Compare an AI answer with your own on a small dataset and explain every difference.
Will AI replace journalists? What reporting still needs people for
Separate reporting from writing, audit your week and test one adjacent research or verification role.
Will AI replace financial analysts? Where the judgement stays
Audit an FP&A week and practise challenging the assumptions AI-built models take for granted.
How do I get into AI without coding?
Six non-coding routes into AI work, each with a small test you can run in your current job.
Is prompt engineering a real career?
Treat prompting as a skill inside other roles and test evaluation work with a five-sample scorecard.
What skills should I learn for the future of work?
Six durable skills, how to practise each on real tasks and a ninety-day learning plan.
The best ChatGPT prompts for figuring out a career change
Twelve prompts for understanding your skills, widening options, designing tests and stress-testing a plan.
Should my teenager learn to code now that AI can write code?
Help a teen run a four-week build of something they care about and read what they enjoyed.
Is a career coach worth it? When to pay and when to start alone
Match coaching to your stage, ask six questions before hiring and try two weeks alone first.
Tests and tools
What quizzes, aptitude tests and AI assistants can and cannot tell you.
5 guidesCan ChatGPT help me choose a career?
Use ChatGPT for research and prompts while checking its limits as a career adviser.
OffLadder vs Google Career Dreamer: two tools, two different jobs
Compare Google’s idea-finding tool with OffLadder’s experiments and learning record.
Best AI career coach in 2026? First decide what you need it to do
Compare AI career tools by the task you need help with, using six practical checks.
How Laddie works: an AI guide that should change its mind with you
Learn how Laddie uses context, supports experiments and updates its guidance as you learn.
Entry-level jobs and AI: how to get experience when nobody will hire you
Build a credible work sample while navigating changing entry-level hiring.
After a layoff
The first month, the stay-or-switch question, and how to explain the gap without a rehearsed speech.
1 guideActually changing
The method, the timelines, and the two questions everyone asks: no experience, and no degree.
1 guide145 guides. Many ways forward.
How we write & check our guides