Columbia University in the city of New York - Master of Science in Financial Engineering

Masters Degree
Published

January 22, 2024

Financial Engineering (MSFE) | Industrial Engineering & Operations Research

Key takeaways

  • 1-year program for Master’s degree, PhD program provided
  • Tuition fee $85,000
  • Campus in New York City
  • concentration courses available

Programs

Master’s degree program

Deadline: January

PhD program

PhD in industrial engineering and operations research

Deadline: December

Fees

Tuition Amount
Tuition per Credit $2,362
Tuition for 30-credit programs: MSIE and MSOR $70,860
Tuition for 36-credit programs: MSFE, MSBA, and MS&E $85,032

Prerequisites/Requirements

  • Transcripts from every post-secondary institution attended
  • Three recommendation letters
  • Official Graduate Record Examination (GRE) General Test Scores*
    • Optional for Spring and Fall 2024 applications
    • School Code: 2111
  • Personal statement
  • Resumé or Curriculum Vitae
  • Publications (optional)
  • An interview may be requested
  • $85 non-refundable application fee
  • Test of English as a Foreign Language iBT (TOEFL) - including International English Language Testing System Academic (IELTS), Duolingo English Test (DET).
    • School code: 2111.

Curriculum

First fall

Core

MSFE Quantitative and Computational Bootcamp (0-credit)
Optimization Models and Methods (FE)
Stochastic Models (FE)
Foundations of Financial Engineering
Professional Development and Leadership (0-credit)
Financial Engineering Seminar Series (0-credit, year-long)

Electives

Financial Engineering Electives Fall Spring
CSORE4231 Analysis of Algorithms I x x
DROMB8116-060/061 Risk Management x
IEORE4402 Corporate Finance, Accounting & Investment Banking (May not take both IEOR E4403 and IEOR E4402) x x
IEORE4525 Machine Learning for Financial Engineering & Operations Research* x x
IEORE4540 Data Mining for Engineers x x
IEORE4579 Machine Learning in Practice x
IEORE4630 Asset Allocation x
IEORE4718 Beyond Black-Scholes: The Implied Volatility Smile x
IEORE4721 AI Applications in Finance x
IEORE4732 Computational Methods in Derivatives Pricing* x
IEORE4733 Algorithmic Trading: Theory & Practice x
DROMB8112 Quantitative Finance: Models and Computation
FINCB8307-060 Advanced Corporate Finance
IEORE4311 Derivatives Marketing & Structuring, 1.5 credits
IEORE4403 Quantitative Corporate Finance (May not take both IEOR E4403 and IEOR E4402) x
IEORE4500 Applications Programming for Financial Engineers x
IEORE4530 AI & Operations in Games & Markets x
IEORE4571 Intro to Queueing Theory
IEORE4577 Value Investing, A Modern Approach, 1.5 credits
IEORE4578 Causal Inference
IEORE4579 Modern Recommendation Systems x
IEORE4601 Dynamic Pricing & Revenue Management
IEORE4602 Quantitative Risk Management x
IEORE4710 Fixed Income & Term Structure Modeling
IEORE4722 Stochastic Control & Financial Applications
IEORE4723 Blockchain & Cryptocurrency Investing, 1.5 credits
IEORE4723 Financial Engineering for Environmental, Social and Corporate Governance Finance, 1.5 credits x
IEORE4723/4728 Alternative Investments, 1.5 credits x
IEORE4724 Term Structures & Credit Models x
IEORE4725 Big Data in Finance
IEORE4725 Networks: Formation, Contagion, and Epidemics
IEORE4725 Prediction Markets in Financial Engineering x
IEORE4728/4575 Big Data in Investment Research Analysis, 4728 - 1.5 credits, 4575 - 3 credits x
IEORE4729 Alternative Cryptocurrency Portfolio Strategies, 1.5 credits
IEORE4729 Model Based Trading: Computational Models of Analysis & Execution
IEORE4731 Credit Risk Modeling and Derivatives
IEORE4734 Foreign Exchange & Related Derivatives, 1.5 credits*
IEORE4735 Structured & Hybrid Products x
IEORE4741 Programming for Financial Engineering x
IEORE4742 Deep Learning for Operations Research & Financial Engineering x
IEORE4745 Applied Financial Risk Management x
IEORE6617 Machine Learning & High-Dimensional Data Analysis in OR x
ORCSE4529 Reinforcement Learning x

Spring

Core

Monte Carlo Simulation
Financial Engineering: Continuous Time Models
Statistical Analysis and Time Series
Financial Engineering Seminar Series (0-credit, year-long)

Summer electives

AI Applications in Finance
Financial Correlations – Modeling, Trading, Risk Management & AI
Foreign Exchange & Related Derivatives, 1.5 credits

Concentrations

Asset management

Select at least 9 credits of coursework from below:

  • IEOR E4403 Quantitative Corporate Finance
    • (or IEOR E4402 Corporate Finance, Accounting & Investment Banking; may not take both IEOR E4403 and IEOR E4402)
  • IEOR E4602 Quantitative Risk Management
  • IEOR E4630 Asset Allocation
  • IEOR E4708 Seminar on Important Papers in Financial Engineering
  • IEOR E4729 Algorithmic Trading: Theory & Practice
  • IEOR E4731 Credit Risk Modeling and Derivatives
  • IEOR E4734 Foreign Exchange & Related Derivatives Instruments (1.5)

Computation & programming

  • IEOR E4500 Applications Programming for Financial Engineering
  • IEOR E4738 Programming for FE 1: Tools for Building Financial Data and Risk Systems
  • IEOR E4739 Programming for FE 2: Implementing High Performance Financial Systems
  • IEOR E4741 Programming for Financial Engineers
  • IEOR E4742 Deep Learning for OR & FE

Computational finance/trading systems

Select at least 9 credits of coursework from below:

  • IEOR E4500 Applications Programming for Financial Engineering
  • IEOR E4602 Quantitative Risk Management
  • IEOR E4722 Stochastic Control & Financial Applications
  • IEOR E4723 Blockchain & Cryptocurrency Investing (1.5)
  • IEOR E4729 Algorithmic Trading: Theory & Practice
  • IEOR E4732 Computational Methods in Derivatives Pricing

Derivatives

Select at least 9 credits of coursework from below:

  • IEOR E4311 Derivatives Marketing & Structuring (1.5)
  • IEOR E4500 Applications Programming for Financial Engineering
  • IEOR E4602 Quantitative Risk Management
  • IEOR E4710 Fixed Income and Term Structure Modeling
  • IEOR E4715 Commodity Derivatives (1.5)
  • IEOR E4718 Beyond Black-Scholes: The Implied Volatility Smile
  • IEOR E4731 Credit Risk Modeling and Derivatives
  • IEOR E4732 Computational Methods in Derivatives Pricing
  • IEOR E4735 Structured and Hybrid Products
  • DROM B8112 Quantitative Finance: Models and Computation

Finance & economics

Select at least 9 credits of coursework from below:

  • IEOR E4403 Quantitative Corporate Finance
    • (or IEOR E4402 Corporate Finance, Accounting & Investment Banking; may not take both IEOR E4403 and IEOR E4402)
  • IEOR E4708 Seminar on Important Papers in Financial Engineering
  • IEOR E4712 Behavioral Finance (1.5)
  • IEOR E4722 Stochastic Control & Financial Applications
  • IEOR E4734 Foreign Exchange & Related Derivatives Instruments (1.5)
  • IEOR E4745 Applied Financial Risk Management
  • FINC B8307 Advanced Corporate Finance

Financial technology

Select at least 9 credits of coursework from below:

  • 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)
  • IEOR E4725 Big Data in Finance
  • IEOR E4742 Deep Learning for OR & FE
  • MRKT B8649 Pricing Strategies
  • MRKT B8696 Data Driven Dollars
  • DROM B8816 Quantitative Pricing and Revenue Analytics
  • DROM B9122 Computing for Business Research

Machine learning for financial engineering

Select at least 9 credits of coursework from below:

  • IEOR E4500 Applications Programming for Financial Engineering
  • IEOR E4525 Machine Learning for Financial Engineering & Operations Research
  • IEOR E4540 Data Mining for Engineers
  • IEOR E4722 Stochastic Control & Financial Applications
  • IEOR E4725 Big Data in Finance
  • IEOR E4733 Algorithmic Trading
  • IEOR E4741 Programming in Financial Engineering
  • IEOR E4742 Deep Learning for OR & FE
  • IEOR E4745 Applied Financial Risk Management
  • MRKT B8649 Pricing Strategies
  • MRKT B8696 Data Driven Dollars
  • DROM B8816 Quantitative Pricing and Revenue Analytics
  • DROM B9122 Computing for Business Research
  • ORCS E4529 Reinforcement Learning

PhD specialization in data science

Ph.D. Specialization in Data Science - The Data Science Institute at Columbia University

Photo by Chenwei Yao on Unsplash