Work that ends in production
You will see your work run in a real system with a named owner, not just in a report. We measure ourselves on what changed.
Careers
We are a firm of people who would rather write down a baseline than make a bold claim. If that sounds like a constraint, we are not the right fit. If it sounds like relief, read on.

Why McAi
You will see your work run in a real system with a named owner, not just in a report. We measure ourselves on what changed.
Two to four people per engagement, with the partner who sold the work still in the room. You will be client-facing in week one.
Every engagement includes capability transfer. If the client cannot run it without us, we have not finished.
Ten per cent of every week is protected for research, publication, or tooling. It is how our insights stay real.
Open roles
Filter by practice or location. Everything listed is live; if a role closes, it disappears from this page the same week.
12 open roles
Lead 2-4 person teams on AI value mapping and operating-model design for European clients.
AI strategy & transformationAmsterdamManagerFull-time
Build decision-led data products and the pipelines and quality observability around them.
Data & platform engineeringBerlinSeniorFull-time
Design agent architectures with bounded action spaces, evaluation harnesses, and human escalation.
Agentic automation & operationsLondonSeniorFull-time
Translate EU AI Act and sector obligations into workflow controls clients can operate.
Responsible AI & governanceBrusselsConsultantFull-time
Work on yield, reliability, and operator-in-the-loop systems with plant teams.
Advanced industriesChicagoConsultantFull-time
Model patient flow, theatre scheduling, and coding backlog for provider clients.
Healthcare & life sciencesStockholmAnalystFull-time
Design interfaces for uncertainty, correction, and control in AI-assisted journeys.
AI-native product & experienceRemote (EU)SeniorFull-time
Harden model endpoints, training pipelines, and agent tool permissions for clients.
Cybersecurity & resilienceDubaiSeniorFull-time
Run workforce transitions and in-workflow learning programmes alongside process redesign.
Talent, change & capabilityJohannesburgManagerFull-time
Horizon scanning with kill criteria: build options for clients rather than trend reports.
Quantum & emerging technologyTokyoAnalystFull-time
Ten-week internship supporting value mapping and client research across sectors.
AI strategy & transformationMilanInternInternship
Six-month engagement building network data products for a European grid operator.
Energy & materialsMadridSeniorContract
Apply
We do not use an applicant tracking system that hides you behind a keyword filter. Tell us what you have built and what you want to get better at.
McAi is an equal-opportunity employer. We welcome applications from people of all backgrounds, and we accommodate adjustments at every stage of the process.
01
We read every application ourselves. Expect a reply within one business day.
02
A 30-minute call about your work, not a competency grid.
03
A paid, two-hour working session on a real (anonymised) client problem.
04
A discussion about judgement, trade-offs, and where you want to specialise.

Not seeing your role?
We hire ahead of demand in data engineering, agent architecture, and responsible AI. Tell us what you would build.