Ok - First question. For graduates, obviously this is looking back but still a good point to make. While studying try and mix any work experience opportunities with paid work. It shows you can juggle as well as giving you work experience in a place you want to go. Hopefully, when you do go out for roles you will stand out a bit. Graduates should go to any career fairs done by universities, utilise any contacts you have through your social circle - parents, friend's parents, anyone who can vouch for you - as in a lot of ways, graduates do look very similar. Clean up your social media and give yourself a professional LinkedIn profile. Invest in a professional CV - don't reply on AI tools. It shows. Write a good cover letter.
But truthfully, you need to start doing the preparation for graduation a fair way in advance.
Question 2 - meeting exceptional candidates - I still get a kick out of it. I also love seeing lateral candidates get into roles and kick ass. Frustrating is candidates who don't tell me they are in other job processes, I don't need to know details but I can manage processes much more effectively if I am fully informed. Clients who shift what they want or are too slow in making decisions. I have placed big CEOs and the maximum interviews for one process should be 3.
Question 3 - LinkedIn has been the biggest impact. Its very helpful but don't rely on it is my motto. And no, I don't. The biggest number of actual applications I have had was about 85 so I read every one.
Question 4 - Ex teachers can look at community engagement because of the communication skills. Might take a lower transition role initially but teachers can manage audiences who don't want to listen....
Most jobs do exist as such but AI trainer jobs are something that could well be like the crappy recruitment jobs which are almost entirely sales-based so almost like MLM. Not always, but you would need to be careful