Always happy to answer any questions people may have. To be honest though, I'm not seeing any areas which have notably more demand than others as the classmates I have who got jobs seem to be in all different places. I typed up the below as background on me/what I'm targeting plus some stats so that maybe you can compare your experiences to mine for the path you want to take:
Background:
Undergraduate: Tufts - Quantitative Econ and Applied Math majors, Astrophysics minor; GPA: 3.72/4
Graduate: Columbia - Financial Engineering; GPA: 3.56/4
Experience:
After undergrad: ~1 yr in Real Estate debt, ~2.5 yrs in Real Estate asset management
During graduate: Summer NLP research project, fall internship at a startup
Networking:
Number of messages: 924
Message Type: LinkedIn connection request then message, LinkedIn Inmail, cold email, warm email
Note: I know people have had success with networking so I would recommend it but I personally haven't gotten any interviews from it. I have also done in-person networking at conferences and with people I know.
Applications:
Number of apps: 325 (applied through: job boards, company websites, referrals, recruiters)
Types of firms: hedge funds, prop trading, bulge bracket, PE, insurance, research firms, rating agencies
Pre-interview tests failed: 2 (one prop trading and one quant hedge fund)
Firms interviewed with: 4
Positions of the interviews: quantitative equity research @ research firm (6 rounds then never heard back), portfolio construction @ large PE fund (ongoing, just had 4th round), derivatives analyst @ insurance company's asset management arm (ongoing, just had 5th round), debt markets analyst @ bulge bracket (ongoing, just had 1st round)
How I got the interviews: 1 - Applied on LinkedIn (quant equity research), 1 - Applied on company site (debt markets analyst), 2 - Recruiter (portfolio construction analyst and derivatives analyst)
Rejections w/o interview or test: 47
Hopefully that's helpful overall but please let me know if I can provide any more information. Always happy to answer questions or help in any way I can!