on a similar note, I'd like to have better job listing aggregators. Something that better understands me.

Currently, when I search for fresher jobs, I always end up getting jobs for 5-6 year experience, or those way away from cities I entered, or those from completely irrelevant fields.

NLP and Deep Learning should be able to do this.