Haken ML engineer, no team, stuck in the experience
2 years in Japan, AI/ML engineer but haken, placed at a client site. No promotion track, no path to direct hire. N3.
There's no team. I'm the only ML person on site, no senior, no code review. My growth has flattened.
Job hunting for months, same wall every time: I want deep ML work, the roles I can get don't build that experience, and every deep ML posting wants the experience I can't get.
I have an ML Master's admission in the EU as a fallback, so there's a clock on this.
Asking:
Fastest route into a direct-hire ML role here, agents, direct applications, or referrals? Which actually worked for you?
Which recruiters are worth my time for ML/data roles?
Anyone who got out of haken-with-no-team: what worked?
If your team is hiring, I'd love a pointer.
Any advice appreciated.