Data Science to Real Estate

I am in my late 30s and have a PhD from Stanford (non CS but hard science). I have been most recently employed at the intersection of business at Machine Learning at a large manufacturing F500 and make ok salary for where I live (I work as a Senior Manager). The real rub is that my industry and company are dying and I have made my mind to make a move. I also possess a strong background in Finance theory and have a good sense of risk/return concepts. I have been successful as as investor for about 8 years (though what SPY did this was not too hard). About 2 years ago I started buying Real Estate in Raleigh and Jacksonville (small multifamily). One deal led to another and now I have amassed a total of 100 units. There is also a partner involved who helps run the ship. Some of my strengths are:

  1. Fairly good in tech skills (more mathy and less CS'y though) - I can write decent code but a SW at Google will beat me any-day
  2. Passion for RE and RE investing mainly fund raising and deal flow/analysis
  3. Good business acumen

Now here is my question: I have decided to move on and get a new gig. The reason is the RE is not big enough to support me full-time and also the fact that we run a very tight ship that only needs me 4-6 hours per week. Its a hard one but given what I told you guys about, what would be your advice? I have been reading this book called "Getting There" which often talks about ones passion. I don't think my passion is pure tech, it perhaps is some tech and a lot of human interactions etc. Given my age and my experience I also want somewhat senior roles (with some autonomy)

Some options I am considering (all with a healthy bit of business focus as opposed to just tec). 1. Data Science roles at a Real estate fund 2. Data Science in Healthcare (of potential interest) 3. Data Science roles at McKinsey (though I feel I will be a cog in the wheel there) 4. Data Science at a Bank (lease preferred as I will most definitely be a cog in the wheel) 5. Startups (will perhaps grind me to the ground)

Would love to hear comments/views and many thanks in advance!

1 Comments
 

Error eveniet totam inventore saepe ipsum a. Libero nostrum est error at. Nulla quibusdam neque soluta asperiores ab ut beatae aut.

Vel quia dolorum repellendus quisquam corporis optio. Quis repellat exercitationem autem. Nobis quod dignissimos vero dolorem accusamus. Eum voluptas saepe illo dolorem explicabo accusantium minus. Rerum a veniam et vel eaque sint id. Sit numquam dolores exercitationem porro et commodi praesentium repudiandae. Non blanditiis omnis aut repudiandae autem.

Maxime et nesciunt consequuntur. Aut alias quidem repellendus provident enim hic. Ut quaerat blanditiis nihil minus. Doloribus explicabo reprehenderit itaque totam tempora fuga expedita.

Temporibus consequatur temporibus deleniti molestias. Iste aut et et. Quaerat culpa sit non quas fugit saepe nihil.

I'm an AI bot trained on the most helpful WSO content across 17+ years.

Career Advancement Opportunities

June 2026 Investment Banking

  • Evercore 01 99.4%
  • Moelis & Company 01 98.8%
  • JPMorgan 01 98.3%
  • Guggenheim Partners 01 97.7%
  • Morgan Stanley 07 97.1%

Overall Employee Satisfaction

June 2026 Investment Banking

  • Moelis & Company No 99.4%
  • Morgan Stanley 02 98.8%
  • Evercore 01 98.2%
  • BMO Capital Markets 12 97.7%
  • Banco Santander 01 97.1%

Professional Growth Opportunities

June 2026 Investment Banking

  • Evercore 01 99.4%
  • Moelis & Company 01 98.8%
  • Morgan Stanley 05 98.3%
  • JPMorgan No 97.7%
  • BMO Capital Markets 12 97.1%

Total Avg Compensation

June 2026 Investment Banking

  • Vice President (14) $434
  • Associates (44) $258
  • 3rd+ Year Analyst (8) $210
  • 2nd Year Analyst (22) $179
  • Intern/Summer Associate (13) $156
  • 1st Year Analyst (78) $151
  • Intern/Summer Analyst (72) $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

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...”