The big questions · 4 min read
Will I need AI to get a job?
Whether "AI skills" are becoming a hiring requirement, what employers actually mean by them, and how to get them without a course.
Short answer: for most office and knowledge jobs, increasingly yes. For most hands-on jobs, not yet. And "AI skills" mean something far more modest than people fear.
What employers actually mean
When a job listing asks for "AI skills" or "familiarity with AI tools," it almost never means programming, mathematics or building AI systems. Those are specialist jobs with their own titles.
What it usually means is:
- You can use a chatbot like ChatGPT, Claude or Gemini to get useful work done.
- You know how to ask it clearly, give it context, and iterate.
- You know what it is bad at and you check its output.
- You are not going to paste confidential company data into a public tool.
- You are not afraid of the "AI" button in the software the company already uses.
That is it. It is the 2020s equivalent of "comfortable with email and Microsoft Office." A motivated person can get there in a weekend.
Where it is becoming expected
The expectation is arriving fastest in work that happens at a screen:
- Marketing, communications, sales, recruiting. Drafting, research, personalisation, first-pass analysis.
- Administration and operations. Summarising, scheduling, correspondence, documentation.
- Customer support. AI drafts, humans finish.
- Finance, law, consulting, analysis. Reviewing and summarising documents, first drafts of reports.
- Software. Using AI coding assistants is now standard, and candidates who refuse look out of touch.
- Teaching and training. Lesson planning, differentiated materials, feedback.
In these fields, a candidate who says "I don't use AI" will increasingly sound like a candidate who says "I don't use the internet." Not disqualifying everywhere, but a growing handicap.
Where it is not (yet)
Trades, healthcare delivery, hospitality, logistics, construction, personal care, most retail and most of the arts still hire primarily on the skills they always hired on. AI is creeping into the paperwork around these jobs, but nobody is turning down a good electrician because they have not tried ChatGPT.
Even here, though, using AI can help you get the job: writing the application, preparing for the interview, understanding the company. More on that below.
The uncomfortable trend: fewer entry-level openings
One thing to be honest about. In several knowledge fields, the routine work that used to justify hiring juniors is now partly done by AI, and some employers are hiring fewer entry-level people as a result. That makes the first job harder to land, especially for new graduates.
If that is your situation, the response is not to avoid AI but to be better at it than the people competing with you, and to show that you can do the parts AI cannot: take responsibility, work with people, and check the machine's work. A junior who arrives able to use AI well is more valuable than one who cannot, not less.
How to get "AI skills" without a course
You do not need a certificate. Certificates in "prompt engineering" are mostly a way for other people to make money from your anxiety. Do this instead:
- Use a chatbot daily for two weeks. Real tasks. Emails, planning, explaining things you do not understand, summarising articles. Follow the reading path on this site if you have not.
- Use it for your job search. Ask it to critique your CV against a job description. Have it interview you and give feedback. Ask it to explain the company's industry. This is practice and it gets you the job.
- Learn the tool your target field uses. If they use Microsoft, learn Copilot. If they use Google, learn Gemini. Find out by asking people in the field, or asking the chatbot.
- Develop one concrete example. "I used Claude to turn a 40-page policy document into a one-page brief for my team, then checked every figure against the original." That sentence in an interview is worth more than any certificate.
- Learn the boundaries. Know what you should not paste into a public tool. Know that it makes things up. Employers are as worried about careless use as about no use.
What to say in an interview
If asked how you use AI, avoid both "I don't" and "for everything." A good answer has three parts:
- What you use it for (drafting, summarising, brainstorming, learning).
- How you check it (you read everything, you verify facts, you own the result).
- Where you draw lines (confidential data, decisions that need a human).
That answer signals exactly what employers want: someone who gets the productivity without the risk.
The short version
For screen-based jobs, being comfortable with AI tools is becoming a baseline expectation, the way email and spreadsheets once did. The bar is low and you can clear it in a couple of weeks of ordinary use. For hands-on jobs, it is still optional, but it helps you get hired anyway. Either way, the person who learns now has the advantage over the person who waits.
Next, and last on the path: the question you have been wondering whether it is silly to ask. Will AI take over?