Trains, tunes and deploys machine learning models, and owns the pipelines that keep them reliable in production. More depth in modelling and infrastructure than the AI Engineer role.
The roles people usually hold before this one, and the skills each move needs. Every skill is tagged with its IoAI competency framework domain.
A deeper technical step than AI engineering: you take on the modelling itself, and the infrastructure that trains and serves it.
Where this role usually leads next, and what each move takes.
Associate accreditation recognises exactly the competencies a Machine Learning Engineer needs: an evidence-based assessment against the five domains, reviewed by the IoAI, renewed annually.
An evidence-based credential from the UK's professional body for AI carries further than another line on a CV. Apply when you are ready, or find your level first.
Your route into AI on one interactive map: pick your starting point and follow the lines.
Live UK roles with honest salary bands, including Machine Learning Engineer openings when employers post them.
The five domains behind every skill on this page, and what they look like at each level.
