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Columbia MSBA Review 2025: Is the Master’s in Business Analytics Worth It? Fees, ROI, Jobs & More

Jun 11

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Columbia MSBA Review


Columbia Engineering and Columbia Business School are pleased to offer a full-time Master of Science in Business Analytics degree, with a three-semester curriculum designed for those who want to focus on learning the modeling techniques and data science tools that help businesses use data to make better decisions. A key element of the degree program is a capstone project that provides an intense consulting engagement with clients and their real-world business problems using real data sets. 

The Master of Science in Business Analytics program is STEM-certified and eligible for F-1 STEM OPT extension.

Let's dep dive into Columbia MSBA Review.

Informational Flyer


Overview


  • Columbia's Business Analytics focuses on leveraging big data and business intelligence to drive strategic decision-making.


  • It integrates key areas such as:

    • Optimization techniques

    • Programming skills

    • Statistical analysis


  • The field aims to solve real-world business problems using data-driven approaches.


  • Common job roles include:

    • Business Analyst

    • Data Scientist

    • Analytics Consultant

    • Strategy Analyst

    • BI (Business Intelligence) Developer


  • Industries hiring Business Analytics professionals include:

    • Consulting firms

    • Financial & professional services

    • Technology & IT

    • Advertising & media

    • Healthcare & retail


  • Professionals in this field are expected to have a deep understanding of data and the ability to apply analytical tools in practical business settings.


MSBA



Note: You can click on the links provided above to visit the official pages for more information, application guidelines, and program details. Each link will take you directly to the relevant section on the official website.


Tuition and Fees


They recognize that the pursuit of graduate studies represents a significant investment in time and financial resources. The budgets are designed to help you in financial planning, based on a a moderate student lifestyle.


2024-2025 Tuition & Fees


Visit Student Financial Services for the complete University guide, as well as any updates, to billing, payments and financial aid. Note that tuition is set by the University Board of Trustees and is subject to change. You visit the Graduate Engineering Aid for more information.

Tuition

Amount

Tuition per Credit

$2,584

Tuition for 30-credit programs: MSIE and MSOR ¹

$77,520

Tuition for 36-credit programs: MSFE, MSBA, and MS&E ²

$93,024

Fees


Please refer to the full listing of fees on the Student Financial Services website


  1. This budget assumes that the student is enrolled full time and will complete the degree program within two semesters.

  2. This budget assumes that the student is enrolled full time and will complete the degree program within three semesters. Students who elect to extend their studies will incur addition fees and personal expenses.


Graduate Programs Timelines


Fall Applications


We urge applicants to submit all application materials by the respective deadlines to ensure a proper review before our cohorts are full. Please note, the IEOR Department programs do not have rolling admissions.

Apply here

Program

Fall Semester Start

Decision Timeline

MS in Operations Research

January 15 (priority deadline);


February 15 (regular)

Late March-April

MS in Industrial Engineering

January 15 (priority deadline);


February 15 (regular)

Late March-April

MS in Financial Engineering

January 15 

Late February - April

MS in Business Analytics

January 15 (priority deadline);


February 15 (regular) 

Late March-April

MS in Management Science & Engineering

January 15 (priority deadline);


February 15 (regular) 

Late March-April

Doctoral: M.S./Ph.D., Ph.D., Eng. Sc.D.

December 15 

Late February

M.S. Express

November 15 (early consideration); May 1 (final)


For school wide updates on application deadlines and requirements, please visit Columbia Engineering Graduate Admissions.


Spring 


Application for the spring semester will open mid-September. We encourage all of our candidates to apply in a timely manner, for the semester that they expect to begin their program.

MS Program

Deadline

Decision Timeline


Operations Research

October 15

Mid-Late December



Industrial Engineering

October 15

Mid-Late December


Curriculum: Courses, Electives & Concentrations


The MSBA program is a three-semester STEM program which can be completed within 12 months.


The program is in partnership with two Columbia Business School divisions:

Decision, Risk, and Operations (DRO) and Marketing.


Students enter in the Fall term and can finish as soon as the following August, or engage in a summer internship to complete the program by the end of the following Fall. Students are required to take the equivalent of 12 three-credit courses (36 credits), in the following areas:


  • a minimum of 18 credits (typically 6 courses) within Columbia Engineering, IEOR Department


  • a minimum of 12 credits (typically 4-6 courses) within the Columbia Business School, see the listing of historically approved Business School courses


  • and the remaining courses (if any) can be taken from Columbia’s other graduate schools including: the School of International and Public Affairs, the Law School, or Graduate School of Arts and Sciences.


  • Students are also required to attend a year-long, zero-credit IEOR E4598 Business Analytics Practitioners Seminar Series course (sample syllabus)


  • A program plan is available for students to use to plan their studies. This program plan will be used to facilitate a dialogue with the advisement team and your designated faculty advisor.


  • For more course information, students can check out the IEOR course listing.


Program Requirements


To stay in good academic standing, students must get at least a B- grade in each core course and maintain a minimum GPA of 2.67 each semester.


 If a student doesn't meet these requirements, they'll be reviewed by the academic team and asked to adjust their course plan to improve.


Students who are not in good academic standing may be asked to withdraw from the program.



Core

Fall (1st Term) - 12 credits

Core - 12 credits




IEOR

E4502

Python for Analytics Bootcamp (0-credit) 

IEOR

E4599

MSBA Quantitative Bootcamp (0-credit)

IEOR

E4101

Probability, Statistics and Simulation

IEOR

E4523

Data Analytics

IEOR

E4650

Business Analytics

MRKT

B9651

Marketing Analytics

IEOR

E4598

Business Analytics Practitioners Seminar Series (0-credit, year-long)

ENG

IE4000

Professional Development Leadership (0-credit)

*Students are expected to be proficient in Python when starting the MSBA program.

Note: IEOR E4650 Business Analytics is counted as IEOR credits.

Spring (2nd Term) - 12 credits

Core - 6 credits




IEOR

E4004

Optimization Models and Methods (required)

IEOR

E4524

Analytics in Practice (required)



 +2 electives (6 credits) from either the CBS pre-approved list or from IEOR Loading...

IEOR

E4598

Business Analytics Practitioners Seminar Series (0-credit, year-long)

  • The MSBA program requires that students take a minimum of 12 CBS and 18 IEOR credits to graduate and students should plan their electives accordingly.


  • Students may satisfy the 12 credits of CBS from our pre-approved list of courses that from other CBS Divisions. 


  • Note that only select CBS courses may be available for ranking and add/drop each term from Course Match

Summer or Fall (3rd Term) - 12 credits

+ 1 Business School Elective (with course code: DROM or MRKT)

+ Remaining Electives


Breadth Electives


Electives are selected under the advisement of the student's advising team. Courses taken from the School of Professional Studies will not be counted towards the M.S. degree (i.e. courses with the following prefixes: ACTU, BUSI, COPR, IKNS, SUMA, FUND, and more).


Concentrations


Students may complete 1 or 2 concentrations to fulfill the remaining credits for the degree.

Financial Analytics & Financial Technology (FinTech)

Select at least (9 credits) from the following




DROM

B8106

Operations Strategy

DROM

B8116

Risk Management

DROM/MGMT

B8510

Managerial Negotiations

DROM

B8816

Quantitative Pricing & Revenue Analytics

DROM

B9122

Computing for Business Research

IEOR

E4106

Stochastic Models

IEOR

E4500

Applications Programming for Financial Engineering

IEOR

E4525

Machine Learning for Financial Engineering & Operations Research

IEOR

E4574

Technology Innovation in Financial Services (1.5 credits)

IEOR

E4725

Big Data in Finance

IEOR

E4742

Deep Learning for Operations Research & Financial Engineering

MRKT

B8649

Pricing Strategies

MRKT

B8667

Foundations Of Innovation

Marketing Analytics

Select at least (9 credits) from the following




DROM

B8122

Game-Theoretic Business Strategy

DROM

B8123

Demand & Supply Analytics

DROM

B8131

Sports Analytics

DROM/MGMT

B8510

Managerial Negotiations

DROM

B9122

Computing for Business Research

DROM

B9127

Online Marketplaces

IEOR

E4312

Application of OR & AI Techniques in Marketing (1.5 credits)

IEOR

E4407

Game Theoretic Models of Operations

IEOR

E4506

Designing Digital Operating Models

IEOR

E4562

Innovate Using Design Thinking (Blockweek Course Co-listed with CBS; counts towards the CBS credit requirement)

IEOR

E4601

Dynamic Pricing & Revenue Management

MRKT

B7666

Media Platforms and Content: A Foundations Course

MRKT

B8602

Customer Management: Concepts and Models (1.5 credits)*

*Students may take MRKT B8602 or MRKT B9656, but not both.


Healthcare Analytics

Select at least (9 credits) from the following




DROM

B8105

Healthcare Analytics (1.5 credits)

DROM

B8107

Service Operations

DROM

B8108

Supply Chain Analytics

DROM

B8128

Healthcare Investment and Entrepreneurship HCIT & Services

DROM

B8132

Digital Healthcare Startups

DROM/MGMT

B8510

Managerial Negotiations

DROM

B8832

US Healthcare System

IEOR

E4405

Production Scheduling

IEOR

E4505

Operations Research in Public Policy

IEOR

E4507

Healthcare Operations Management

IEOR

E4520

Applied Systems Engineering

IEOR

E4521

Systems Engineering Tools & Methods

IEOR

E4540

Data Mining

MRKT

B8602

Customer Management: Concepts and Tools (1.5 credits)*

MRKT

B8692

Pharmaceutical Drug Commercialization: Strategy & Practice (1.5 credits)

MRKT

B9656

Customer Management: Concepts and Tools (1.5 credits)*

*Students may take MRKT B8602 or MRKT B9656, but not both.

Analytics Algorithms & Methodology

Select at least (9 credits) from the following




COMS

W4111

Introduction to Databases

CSOR

E4231

Analysis of Algorithms

DROM

B8110

Business Analytics Strategy

DROM

B8111

Analytics for Business Research

DROM

B8127

Big Immersion Seminar - Big Data (1.5 pts)

DROM

B8130

Applied Statistics & Data Analytics

DROM/MGMT

B8510

Managerial Negotiations

IEOR

E4008

Computational Discrete Optimization

IEOR

E4407

Game Theory

IEOR

E4418

Transportation Analytics & Logistics

IEOR

E4525

Machine Learning for Financial Engineering & Operations Research

IEOR

E4526

Analytics on the Cloud

IEOR

E4540

Data Mining

MRKT

B8644

Sports Economics And Policy (1.5 credits)

MRKT

B8687

The Business of Sports (1.5 credits)

MRKT

B9160

Applied Multivariate Statistics

MRKT

B9608

Experimental Design & Analysis for Behavioral Research

MRKT

B9616

Bayesian Modeling & Computation

MRKT

B9652

MS Marketing Models

MRKT

B9653

MS Machine Learning (1.5 credits)

MRKT

B9654

MS Artificial Intelligence (1.5 credits)

MRKT

B9657

Winning Strategic Capabilities (1.5 credits)

ORCS

E4529

Reinforcement Learning

Career Resource

Career Placement

Columbia MSBA students benefit from a dedicated Career Management Center (CMC) at Columbia Business School, offering:


  • One‑on‑one coaching on resumes, cover letters, networking, and interview best practices. 

  • Pre‑MS career curriculum and mock interviews to jumpstart job search strategies.

  • Access to Columbia’s online career portal (COIN) — featuring job listings, event calendars, and tailored career tools. 

  • Workshops, panels, and recruiting events with top employers in finance, tech, consulting, and more. 


Career Placement Statistics in Business Analytics



FAQ's

Is Columbia’s MSBA program STEM-designated?

Yes, the Columbia MSBA is a STEM-designated program, which allows international students to apply for a 24-month OPT extension, providing up to 36 months of work authorization in the U.S. after graduation.

What is the duration and format of the Columbia MSBA program?

The Columbia MSBA is a full-time, three-term program (around 1 year) that combines in-person classes with real-world industry projects and a capstone.

 What is the average salary after graduating from Columbia MSBA?

Graduates typically earn an average base salary of $110,000–$125,000, with top roles in data science, strategy, analytics consulting, and tech product management.

Do I need work experience to apply for the Columbia MSBA?

Yes, applicants are expected to have at least 1–2 years of full-time work experience, preferably in analytics, tech, finance, or a data-driven field.


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