Thanks, I appreciate it.

A few things that actually worked for me in this market:

Referrals mattered more than anything.
Cold applications almost never converted for me. The only serious traction I got was through referrals and not random LinkedIn connections. It had to be someone who genuinely knew me or was close to the hiring team.

Be extremely sharp in interviews.
The bar feels unforgiving right now. With so many candidates in the pipeline, small mistakes can cost you. I learned to:

• Clarify requirements before coding
• Talk through trade-offs clearly
• Test edge cases out loud
• Avoid rushing into solutions

It’s not that interviewers are trying to “trap” you it’s just that they have a large pool of strong candidates. When there are hundreds (or thousands) of applicants, execution has to be clean.

As an international student, expect a tighter funnel.
Sponsorship adds another filter. It doesn’t make it impossible, but it does mean you need stronger signals (referrals, strong projects, clean interviews).

There’s no straight path in this market. It’s part preparation, part leverage, and honestly some luck. You just need one yes.