Big Data / Analytics in Real Estate?

What do you think are some creative use cases for big data analytics in CRE or PERE?

Obviously, the rise of auto-buyers is a pretty interesting case study, but aside from that, it seems like the majority of the RE investment industry is still and may always be highly relationship-driven, and with a high degree of information asymmetry at many levels (here I'm thinking about the fees paid to investment bankers, commercial brokers, mortgage brokers, leasing agents, DD consultants, notaries, legal advisers, etc,).

Do you know of any interesting stuff being done in your space? For instance, do big hotel chains employ sophisticated analytics when looking at their portfolio or for new investments? Ditto for multifamily owners, student accommodation owners, industrial/logistics owners, etc., etc.? What about fund managers?

Just for context, I've been in the RE space for a while and have a background in finance, but I'm toying with the idea of investing some of my evenings over the next few years learning some data science and analytics on the side, partly for fun, partly for ego just to say I have another degree, and partly to gain the confidence and wherewithal to someday branch out on my own and solve the RE world's problems with nerdy solutions. Keen to get your thoughts on whether I'm wasting my time, or for any inspirational stuff you could offer in response to my questions above.

Cheers

p.s. if this turns into a general conversation about the applicability and usefulness of technology and coding skills to the real estate space, that could be interesting, too.

1 Comments
 
Most Helpful

Amet sint ut sit. Ut tempora enim non sint corporis deserunt odio ratione. Et illo earum ad eligendi error repellendus. Tempore et non nihil soluta qui assumenda. Aut provident harum deserunt ad.

Career Advancement Opportunities

October 2026 Investment Banking

  • Evercore 01 99.5%
  • Moelis & Company 01 99.0%
  • JPMorgan 01 98.4%
  • Guggenheim Partners 02 97.9%
  • Morgan Stanley 06 97.4%

Overall Employee Satisfaction

October 2026 Investment Banking

  • Moelis & Company No 99.5%
  • Morgan Stanley 02 99.0%
  • Evercore 01 98.4%
  • Banco Santander 02 97.9%
  • BMO Capital Markets 13 97.4%

Professional Growth Opportunities

October 2026 Investment Banking

  • Evercore 01 99.5%
  • Moelis & Company 01 99.0%
  • Morgan Stanley 05 98.4%
  • Goldman Sachs 01 97.9%
  • JPMorgan No 97.4%

Total Avg Compensation

October 2026 Investment Banking

  • Vice President (16) $429
  • Associates (57) $264
  • 3rd+ Year Analyst (8) $210
  • 2nd Year Analyst (28) $184
  • Intern/Summer Associate (16) $161
  • 1st Year Analyst (84) $151
  • Intern/Summer Analyst (76) $101
notes
16 IB Interviews Notes

“... there’s no excuse to not take advantage of the resources out there available to you. Best value for your $ are the...”

Leaderboard

1
redever's picture
redever
99.2
2
BankonBanking's picture
BankonBanking
99.0
3
kanon's picture
kanon
99.0
4
Secyh62's picture
Secyh62
99.0
5
DrApeman's picture
DrApeman
98.9
6
GameTheory's picture
GameTheory
98.9
7
dosk17's picture
dosk17
98.9
8
CompBanker's picture
CompBanker
98.9
9
Betsy Massar's picture
Betsy Massar
98.9
10
Mimbs's picture
Mimbs
98.8
success
From 10 rejections to 1 dream investment banking internship

“... I believe it was the single biggest reason why I ended up with an offer...”