AI Systems Architect
70AI USED FOR70%moving to95%
THE DOOR, NOWC
THE DOOR, 20 YRSE
STARTING PAY£35,000 - £45,000
NO MOATNo physical, legal or personal barrier protects this work from software.
CAREERMASH (EN)FROM COMPUTER SCIENCE →
AI Systems Architect
AI Systems Architects design artificial intelligence systems that solve real problems - like detecting disease in scans, spotting fraud, or helping with customer service. They plan how AI tools fit into a company's existing systems and make sure they work reliably.
This work is being absorbed by AI
AI already does much of this work and nothing structurally requires a human: no licence, no physical task, no relationship at the core. Expect fewer people in higher-judgment roles: enter as the person directing the tools, not competing with them.
How this job changes over time
Our best estimates, shown as ranges and grades, not exact predictions.
| WHAT CHANGES | Now | 5 yrs | 10 yrs | 20 yrs |
|---|---|---|---|---|
| Tasks AI can do | 70% | 88% | 95% | 95% |
| Number of jobs | 90-100% | 70-90% | 50-75% | 25-60% |
| How hard to get in | C - hard | D - very hard | E - extremely hard | E - extremely hard |
| Job security | Weak | Weak | Weak | Gone |
Right now, AI can already do about 70% of the day-to-day work in this job, and by 20 years from now that could be around 95%. There are likely to be fewer of these jobs over time, very roughly 25-60% of the 2024 number, 20 years out. Getting your first job here is moderately hard today, and it looks set to get harder. This job has no special protection, so the trick is to keep building skills AI cannot copy.
What happens, and when
WITHIN 5 yrs
Weak
AI can already do about 88% of this job at this horizon, and the number of these roles is projected at roughly 70-90% of the 2024 total. Getting in is graded D - very hard, and job security here is rated Weak.
WITHIN 10 yrs
Weak
AI can already do about 95% of this job at this horizon, and the number of these roles is projected at roughly 50-75% of the 2024 total. Getting in is graded E - extremely hard, and job security here is rated Weak.
WITHIN 20 yrs
Gone
AI can already do about 95% of this job at this horizon, and the number of these roles is projected at roughly 25-60% of the 2024 total. Getting in is graded E - extremely hard, and job security here is rated Gone.
The honest bottom line: There are likely to be fewer of these jobs over time, and the easy-to-automate version of the role is already shrinking. What lasts is the part AI still cannot do well: real judgement, trust, and skills built up across more than one area. Stay flexible, keep learning, and aim for the human end of the work.
How to aim for this career
1
Build skills AI cannot copy
When you start, AI will do most of the quick, routine work. So build the parts that stay human: good judgement, working well with people, and knowing one subject deeply.
2
Learn to work with AI tools
The people who do well will use these tools to get real results, not fear them. Start now: try AI tools on school projects and learn how to guide them to a good answer.
3
Aim for the deciding work
Aim for the part of a job where a person still decides what to make, checks the work, and owns the result. Keep your options open too, since the same skills suit nearby jobs that AI changes less.
Careers that use similar skills, and hold
Worth a look if you like the sound of this path. Each one has something this job does not: a moat.
Network Engineer28AI EXPOSURE · DOOR B - achievable NOW, C - hard IN 20 YRSSoftware Development Manager35AI EXPOSURE · DOOR B - achievable NOW, C - hard IN 20 YRS
Sources: exposure figures from Anthropic labour market research (2026), observed real-world AI usage by occupation. Job-security forecast from OpenAI, "The AI Jobs Transition Framework" (Richmond, 2026, OpenAI Economic Research), CC BY 4.0. Grades and verdicts are Careermash editorial judgment: we show forecasts as forecasts and own our conclusions.