Immigration routes for data scientists

Data science and machine-learning roles map to the same visa families as software engineering but benefit disproportionately from AI-talent fast tracks — the UK's Global Talent endorsed route, US O-1 for extraordinary ability, Canada's Global Talent Stream, Germany's Chancenkarte.