Germany Has AI Talent — But AI Safety Jobs Go to Insiders

Germany has the largest AI workforce in Europe — roughly double the next biggest country — but almost no dedicated AI safety organizations. AI safety, in plain terms, is the work of making sure AI systems don't cause serious harm as they get more powerful. Curious how people actually land these jobs, a researcher interviewed 14 people working full-time in the field who came through the German system, from junior researchers to senior staff.

The biggest pattern: community beats job boards. Twelve of the 14 entered through an Effective Altruism (EA) channel — a movement focused on doing the most good with your career. Seven of 14 did a self-directed project before anyone paid them. One interviewee estimated that 50 to 80 percent of roles are filled through personal networks, meaning work nobody sees won't get you hired. Hiring managers want "agentic work" — projects where an AI actually takes actions rather than just answering questions.

The catch is who this filters out. Rejections and not knowing what to do next nearly derailed people. Almost every training program required repeated or extended travel, which favors people who can afford unpaid time and have no caregiving responsibilities. The researcher also warns these paths happened two or three years ago and may not be repeatable today as the field shifts fast.

So what does this mean for you? If you're curious about AI safety work, a small visible side project and real connections may matter more than a fancy résumé. But this is a young, clubby field, and the on-ramps are uneven. The takeaway isn't that the work is impossible to get — it's that talent alone rarely opens the door.