How much math is needed in investment banking?

There are two separate tracks within finance: one is corporate finance and the other is more quantitative. I have heard that only people going into the quantitative side, i.e. dealing with hedge funds and Asset Management, will need computer programming skills and higher end math skills (like multivariable calculus, linear algebra, etc.)

How much of a math background should a first year analyst in investment banking have? Would it be helpful to have a minor in mathematics or is that not helpful in this job title? One NYU professor said that corporate finance is more about dealing with people than numbers, especially in M&A.

Do any professionals in the banking industry have any input on this topic?

33 Comments
 

You use math all the time....however it's adding, subtracting, multiplying and dividing, with calculating compound growth rates thrown in. Understanding accounting concepts is much more important than multi-variable calculus or linear algebra, which you will not use at all. That being said, those classes won't hurt you on your resume--they'll give interviewers confidence you can pickup finance math, but they won't give you an edge either. I was an econ major at a school where econ was basically equivalent to being a math major, so took all those classes you listed above. Haven't used them once.

 
"Predilection"

"We are not talking about brain surgery here. This is finance - add, subtract, multiply, and divide" - Stephen A. Schwarzman, CEO and Co-Founder of The Blackstone Group

^This is pretty much true for any job in investment banking and many trading jobs as well. So unless you are interested in being a quant, the one that will make you most marketable is the one in which you will get the highest grades.

 

Thanks for your responses, guys. Do you think having a strong math background will help me score more interviews than I may if I only have a finance/business degree?

 
"Auspicious Oyster"

Thanks for your responses, guys. Do you think having a strong math background will help me score more interviews than I may if I only have a finance/business degree?

I do not think it will give you that much of a leg up, if any. My understanding is people love to see liberal art degrees in addition to a finance degree.

A math degree will be applicable for a quant position, but not simple finance as much.

-XSX

 

The double degree offered by Laurier & Waterloo is a strong choice for trading and math heavy business roles. You can get to IB from there, but why would you want to if you had the option to be a trader? Investment banking is a miserable job...

Of the options you listed, I would personally choose applied math. You could always pick up a masters in stats, operations research, etc. later, and it's easier to go from applied math to something more specialized than vice versa.

 
"CuriousCharacter"

The double degree offered by Laurier & Waterloo is a strong choice for trading and math heavy business roles. You can get to IB from there, but why would you want to if you had the option to be a trader? Investment banking is a miserable job...

Of the options you listed, I would personally choose applied math. You could always pick up a masters in stats, operations research, etc. later, and it's easier to go from applied math to something more specialized than vice versa.

You do realize that this isn't 2006 and trading isn't what it used to be? Have fun trying to get the handful of jobs that are left -- because all the senior guys are sticking around as long as they can now -- getting a shit bonus, taking no prop positions, and potentially exiting to being a button-pusher at a hedge fund.

 

Applied math for sure, stats and data science you can pick up fairly easily doing short courses and self study if you have the aptitude (which you obviously do).

Actuarial science is a decent choice as well but limits your career options somewhat ( it's a comfortable, well paid pigeon hole though).

Your looking in the wrong place for a witty comment.
 

little 2 none - they tested us two, just to make sure you understand basics

"so i herd u liek mudkipz" - sum kid "I'd watergun the **** outta that." - Kassad
 

I personally believe the Corporate Wallstreet Bankers are unable to do so because, uh, some, uh...people out there in our nation don't have calculators, and, uh, I believe that our education like such as University of Pheonix and, uh, the Harvard Extension everywhere like, such as and...I believe that they should, our math education over here in the Wall Street should help the Wall Street hedge fund bankers , err, uh, should help CEO finanical bankers and should help the London corporate executives and the Asian employees, so we will be able to build up our future for our future

 
couchy

I personally believe the Corporate Wallstreet Bankers are unable to do so because, uh, some, uh...people out there in our nation don't have calculators, and, uh, I believe that our education like such as University of Pheonix and, uh, the Harvard Extension everywhere like, such as and...I believe that they should, our math education over here in the Wall Street should help the Wall Street hedge fund bankers , err, uh, should help CEO finanical bankers and should help the London corporate executives and the Asian employees, so we will be able to build up our future for our future

Could you translate this to english?

 
BankingOrBust couchy:

I personally believe the Corporate Wallstreet Bankers are unable to do so because, uh, some, uh...people out there in our nation don't have calculators, and, uh, I believe that our education like such as University of Pheonix and, uh, the Harvard Extension everywhere like, such as and...I believe that they should, our math education over here in the Wall Street should help the Wall Street hedge fund bankers , err, uh, should help CEO finanical bankers and should help the London corporate executives and the Asian employees, so we will be able to build up our future for our future

Could you translate this to english?

Haha this made my day.

 
BankingOrBust couchy:

I personally believe the Corporate Wallstreet Bankers are unable to do so because, uh, some, uh...people out there in our nation don't have calculators, and, uh, I believe that our education like such as University of Pheonix and, uh, the Harvard Extension everywhere like, such as and...I believe that they should, our math education over here in the Wall Street should help the Wall Street hedge fund bankers , err, uh, should help CEO finanical bankers and should help the London corporate executives and the Asian employees, so we will be able to build up our future for our future

Could you translate this to english?

cocaine is a helluva drug - Rick "most impersonated celebrity of the early 2000's cuz of Chapelle" James

"so i herd u liek mudkipz" - sum kid "I'd watergun the **** outta that." - Kassad
 
couchy

I personally believe the Corporate Wallstreet Bankers are unable to do so because, uh, some, uh...people out there in our nation don't have calculators, and, uh, I believe that our education like such as University of Pheonix and, uh, the Harvard Extension everywhere like, such as and...I believe that they should, our math education over here in the Wall Street should help the Wall Street hedge fund bankers , err, uh, should help CEO finanical bankers and should help the London corporate executives and the Asian employees, so we will be able to build up our future for our future

haha, well played

 
couchy

I personally believe the Corporate Wallstreet Bankers are unable to do so because, uh, some, uh...people out there in our nation don't have calculators, and, uh, I believe that our education like such as University of Pheonix and, uh, the Harvard Extension everywhere like, such as and...I believe that they should, our math education over here in the Wall Street should help the Wall Street hedge fund bankers , err, uh, should help CEO finanical bankers and should help the London corporate executives and the Asian employees, so we will be able to build up our future for our future

Kindly throw this scholar some bananas. I'm all out.

 

Linear algebra like multiplying matrices? Or solving for rank and nullspace? Eigenvectors?

This to all my hatin' folks seeing me getting guac right now..
 
peinvestor2012

Any math is quite easy, even if there is algebra, calc, whatever. And I'm no math genius.

I 3 peinvestor2012 clever, humble, and outspoken, all at the same time

"so i herd u liek mudkipz" - sum kid "I'd watergun the **** outta that." - Kassad
 
BankingOrBust couchy:

I personally believe the Corporate Wallstreet Bankers are unable to do so because, uh, some, uh...people out there in our nation don't have calculators, and, uh, I believe that our education like such as University of Pheonix and, uh, the Harvard Extension everywhere like, such as and...I believe that they should, our math education over here in the Wall Street should help the Wall Street hedge fund bankers , err, uh, should help CEO finanical bankers and should help the London corporate executives and the Asian employees, so we will be able to build up our future for our future

Could you translate this to english?

google miss teen south carolina

 

Laborum est exercitationem repellendus ducimus. Dolores suscipit corporis repellat quam repellendus. Ducimus adipisci vero sapiente quibusdam sit iste id. Eos officiis dolor optio vero unde vel. Quis ut consequuntur cumque nesciunt quod et.

Ea asperiores ut mollitia. Officiis voluptatibus quia sequi voluptas maiores. Qui ut enim dolore nesciunt voluptatem ut.

Fuga quia ea nihil ut magni vero. Voluptas velit beatae quibusdam neque.

Follow the shit your fellow monkeys say @shitWSOsays Life is hard, it's even harder when you're stupid - John Wayne
 

Eaque non beatae sapiente quia. Esse dolor nesciunt dolores vel corporis.

Porro animi itaque omnis iste et earum aut. Voluptas necessitatibus dolore et possimus.

Totam consequatur velit facilis ratione praesentium et voluptas labore. Eveniet consequatur ex earum ut qui magni. Dolorum nemo optio qui nemo consequatur nisi. Ex culpa voluptas eos quos nisi aut. Dolorem et ut et ab sit dolorem dolores. Sint error expedita esse iste.

Inventore quibusdam rerum dolor aut inventore. Ratione magnam possimus repudiandae eum pariatur. Et doloremque reprehenderit atque est quasi.

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 98.3%
  • 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

1
redever's picture
redever
99.2
2
kanon's picture
kanon
99.0
3
Secyh62's picture
Secyh62
99.0
4
BankonBanking's picture
BankonBanking
99.0
5
Betsy Massar's picture
Betsy Massar
98.9
6
DrApeman's picture
DrApeman
98.9
7
dosk17's picture
dosk17
98.9
8
CompBanker's picture
CompBanker
98.9
9
GameTheory's picture
GameTheory
98.9
10
numi's picture
numi
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...”