How to Break Into AI in New Zealand Without a Perfect CV

Drafted with AI assistance.
Key takeaways
- A short, specific CV beats a long page of vague claims.
- Learn one assistant, one way to build, and one automation.
- The strongest line is a finished project a real person used.
- Meetups and a short, specific message fill the gap a CV cannot.
A thin CV is a normal starting point, not a verdict. Most students, recent grads and career changers in New Zealand do not have a line that says "AI engineer, three years". The work still needs doing. This is how to get from a sparse page to a conversation, without pretending the page is something it is not.
The wider guide is How to get into AI in New Zealand. This post is the narrow bit: what to do when the CV itself is the weak part.
What a CV can and cannot do
A CV gets you past a screen. It does not get you the job. In a pile, a person or a model looks for a reason to keep you or drop you. A tidy layout will not invent experience you do not have. A short, specific page will.
Stop polishing adjectives. "Passionate, detail-oriented team player" says nothing. "Built a small tool that drafts a weekly report, and a real person used it" says what you can do on Monday.
If the page is short, leave it short. One page is enough. Empty space beats a made-up internship.
The skills worth putting on it
Most of the AI work here is applying tools that already exist, not training models. Three skills are enough to start.
One chat assistant you can drive. Pick Claude or ChatGPT and use it for a few weeks on real tasks: an assignment, a work email, a messy brief. Learn how much context it needs, and where it is confidently wrong. Check the output. The judgement is the skill.
One way to build a small thing. A coding assistant such as Cursor is enough to ship a tiny app if you read what it writes. You do not have to be a strong programmer first. You do have to explain the result out loud.
One automation. n8n is free to learn, and you can run it on your own machine. A trigger, a few steps, an output. That is the job a lot of smaller firms want done, and almost no graduate lists it.
Go deep on those three. An interviewer can tell whether you have used a tool or only watched a video about it. The five I would start with, and how to open them without paying, are in 5 AI tools young Kiwis should actually learn in 2027.
One finished project beats a list of courses
The strongest line on a thin CV is a finished project a real person used. Not a tutorial you renamed. Something small: a club, a family business, the place you work part-time.
Pick a repetitive task. Build the smallest version. Ship it, even if it is ugly. Under it, write three lines: the problem, what you built, and what you would change.
Put a link on the page. If you cannot publish the code, record a short demo.
A course only earns a line if you built something with it. AI courses in New Zealand: an honest guide covers what is worth paying for.
Where the work actually is
Most AI roles here are not titled AI. They are advertised as graduate software engineer, data analyst, digital, automation, or "supporting the business with new tools". Read the responsibilities. Internal tooling, process improvement, or helping a team adopt a system: that is the job, whatever the header says.
Larger graduate programmes often want a degree and a formal process. Smaller firms and consultancies are more likely to hire on proof. The boards, and the channels that work better than boards, are in AI jobs and internships in NZ: where to actually look. Fifteen minutes a week on listings is enough.
Fill the gap the page cannot
A CV cannot show that you can talk about the work. Turning up can.
Our meetups are free. Say what you are working on, even if it is small, and follow up the next day with one specific line. "Good to meet you" is not a follow-up.
Join the community. It is free. The Discord is where members swap projects and roles between events, and dates are on the events page.
If you message a stranger, keep the ask small. Twenty minutes on what their team is building. One link. No life story, and no request for a job in the first note.
What to write while it is still short
Name, city, email, LinkedIn, and the project link. Two lines under that: what you are aiming at, and the thing you have shipped. "Student in Christchurch, building small automations for a sports club" beats "seeking opportunities in the AI space".
Then the project, then study or work, and only the part that matters. Delete any line you could not talk about for two minutes.
What not to do
Do not invent titles or numbers. A fake result collapses at the first question. Do not stuff the page with keywords. And do not wait until it feels finished. Do the work, then update the page. A short CV and one real project beats a long page of vague claims.
This week, use the assistant on a real task and note one repetitive job. Build the smallest version, add three lines to the CV, and talk to a few people who do the work. A second finished project is a portfolio.
If you would rather spend a day on this than another evening editing the same page, the YKIA National Conference 2027 is on Friday 12 February 2027 at Novotel Auckland Airport. Early-bird runs until 15 December: Student $79, Young Professional $149, Industry $249. See the programme and get your ticket.
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