Answer first
AI engineer
AI engineers build and ship machine learning systems in production. You usually need strong maths and computing at A-level, a relevant degree or degree apprenticeship, then internships or a graduate scheme before a junior ML or software role. Navigait links live graduate and intern boards; we never invent vacancies. Check entry routes on the official job profile.
Stages
- 1
GCSE choices
Grade 4+ in English and maths. Triple science or computer science helps if your school offers it.
- 2
A-level or equivalent
Maths and further maths or computer science. Physics is useful for some employers.
- 3
University or degree apprenticeship
Computer science, AI, data science or software engineering degree. Level 6 degree apprenticeships exist with large tech employers.
- 4
Work experience
Coding projects, hackathons, or a summer placement with a tech team. Keep evidence in a portfolio.
- 5
Internships and insight
Software or data internships and spring weeks at banks and tech firms. Apply when employer boards open.
- 6
Graduate schemes
Technology graduate schemes with ML teams, or direct junior AI engineer roles on employer sites.
- 7
First role
Junior ML engineer, software engineer with an ML squad, or research engineer after structured training.
Entry requirements
Degree or degree apprenticeship plus strong programming and maths. Employers set their own shortlists.
ProspectsCustom Path
Build a personalised checklist for this path with reminders and sync. Pricing is in GBP until confirmed with product. Marked as assumption until confirmed.
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Questions
Do I need a PhD?
Most UK AI engineer roles ask for a bachelor's or master's, not a PhD. Research labs are the exception.
Where are vacancies listed?
On employer graduate pages and the open access Navigait board. We do not add roles by hand.
Where do entry requirements come from?
Prospects publishes the baseline for this role. Always confirm on the live page before you apply.
Does Navigait list every vacancy for this path?
No. We surface live posts from public employer boards. If a scheme is closed, the board stays empty rather than showing invented roles.