Eight honest paths into AI work.
From no-code to deeply technical. Not sure which fits? Find your path →
AI-Augmented Admin / Operations
Do the admin and operations work you already know — scheduling, email, docs, reporting — dramatically faster and better with AI tools. The most accessible way into AI work, with no coding required.
€35k–€55k (IE) · £30k–£48k (UK)
AI Customer Support / Success
Run AI-assisted support — chatbots, agent-assist, deflection and knowledge bases — using the customer empathy you already have. Support is automating fast, and experienced agents are exactly who's needed to lead it.
€34k–€52k (IE) · £28k–£46k (UK)
Prompt & Content Specialist
Turn good writing and judgement into a craft: designing prompts and building repeatable AI content systems that stay on-brand and high quality. No coding — your eye for words and quality is the skill.
€38k–€60k (IE) · £32k–£55k (UK)
AI Project / Program Coordinator
Be the glue that makes AI initiatives actually happen — scoping use cases, evaluating tools, managing stakeholders and keeping projects on track. No coding; your coordination and judgement are the job.
€42k–€65k (IE) · £38k–£60k (UK)
AI Trainer / Enablement
Teach teams to actually adopt AI — the human side of the rollout. If you can explain things clearly and help people change how they work, this is one of the most in-demand and rewarding non-technical AI roles.
€40k–€62k (IE) · £35k–£55k (UK)
AI Application Developer
Build real software on top of LLM APIs — chatbots, RAG assistants, tool-using agents. The most in-demand technical entry into AI right now, and one where a strong portfolio often beats a formal ML background.
€55k–€85k (IE) · £45k–£75k (UK)
AI Ops / MLOps
Deploy, monitor and keep AI systems reliable in production. If you've got an infrastructure or DevOps background, this is one of the fastest-growing and most natural ways to move into AI.
€55k–€90k (IE) · £48k–£80k (UK)
ML / Data Practitioner
The deeper data-science and machine-learning route — the longest path here, with the highest ceiling. For people who like maths, data and patience, and want to build models, not just use them.
€50k–€90k+ (IE) · £42k–£80k+ (UK)