Head of ML often carries technical ML / MLOps depth - models, pipelines, experiment speed. Head of AI carries the decision seat: priority, budget, vendor, kill rights under conflict. Depth does not replace the seat. Opening a second retained-search entry under “Head of ML” doubles titles and thins judgment.
Christian Pobbig and Beyond Chiefs work from Hamburg on AI Executive Search in DACH. The live Head-of-AI headhunter question keeps the umbrella. Here only ML depth vs seat - no parallel ML-headhunter entry.
ML leadership often sits under or beside Head of AI / CAIO-class. Board and CEO need one name for the contested yes - not two parallel vacancy posts without a boundary.
False assumption: “We need our own Head-of-ML headhunter because ML is special.” Special sits in brief depth - not in a second search product. Second false assumption: “Head of ML and Head of AI are interchangeable.” Interchangeability remains unknown and is not invented; architecture decides, not a salary band.
How often DACH substitutes Head of ML and Head of AI remains unknown - no invented rates. Exact-phrase suggest stays empty; jobs/salary clusters around “Head of Machine Learning” stay job clusters and are not served here.
Depth: model quality, MLOps, experiment speed, technical debt. Seat: priority under conflict with sales and risk, vendor choice, kill rights, escalation to the board. Buying depth while meaning seat yields delivery without judgment.
This page holds the capability cut - like product or GenAI leadership cuts - not the fork “own headhunter or AI Executive Search?” as a paste clone.
Not a jobs/salary/LinkedIn product around “Head of Machine Learning.” Not a second retained-search entry under ML headhunter. No invented ranks or volumes. Not a clone of the live Head-of-AI question with an ML rename.
Search appears when the house has ML depth but nobody carries the contested AI yes - or two seats compete without architecture. Then retained mandate applies - seat, mandate, judgment. The hire moment is clarity on the bearer, not a second vacancy post.
Buyers: CEO, management board, CHRO, PE operating - not candidates hunting salary.
When the decision seat is missing: the AI Executive Search mandate for the lasting bearer of the AI decision.
