MS in Operations Research
所属信息
所属学校
哥伦比亚大学所属院校
Columbia The Fu Foundation School of Engineering and Applied Science所属专业
IE/OR（工业工程/运筹学）基本信息
项目学分
30 points申请截止日期
-
秋季
-
常规
2/15 -
早申请
1/15
-
其他
-
春季
2025.10.15
申请信息
托福/GRE Code
2111/2111申请费
$85GPA要求
3.00
TOEFL要求
99.00
IELTS要求
6.50
成绩单寄送要求
网申上传/电子寄送/需第三方认证
推荐信要求
3（至少 2 份学术推荐信，除非该申请人在申请日期前 5 年以上获得学士学位）
文书要求
The purpose of the Personal Statement is for you to share more about your past experiences and to discuss how these experiences have contributed to your personal and professional growth. It allows the applicant the opportunity to explain to the admission committee the distinct qualities and commitment they can bring to their department and to the overall Columbia Engineering community.
We recommend that your Personal Statement be between 250 and 1,000 words. Your application will not be negatively impacted should exceed this recommendation. Please do not email us to request permission to exceed this recommendation, no permission is necessary.
If possible, the following format is preferred:
- All margins should be at least one inch, and the left and right margins should be equal.
- Text should be double spaced.
- The preferred fonts are 10-point Arial or 12-point Times New Roman; however, any legible serif or sans-serif standard font may be used. Do not use script or ornamental fonts.
- Your name should appear in the header or footer of every page.
It is integral to the admissions process that you write and submit this Personal Statement on your own. Any evidence of plagiarized materials may result in denial or revocation of admission.
A few topics that you may want to address in your Personal Statement include:
- Describe how your background has prepared you to pursue an advanced degree in the field of engineering or applied science at Columbia University.
- Describe the reasons you are interested in this program and discuss any relevant past experience.
- If you have relevant work or research experience, please indicate how it helped you decide on your career path.
- What are your post-graduation plans or career goals?
- What do you hope to gain from this program?
- What about this program excites you?
- If there are any special circumstances that need to be brought to the attention of the Admission Committee, please include that information.
We recommend that your Personal Statement be between 250 and 1,000 words. Your application will not be negatively impacted should exceed this recommendation. Please do not email us to request permission to exceed this recommendation, no permission is necessary.
If possible, the following format is preferred:
- All margins should be at least one inch, and the left and right margins should be equal.
- Text should be double spaced.
- The preferred fonts are 10-point Arial or 12-point Times New Roman; however, any legible serif or sans-serif standard font may be used. Do not use script or ornamental fonts.
- Your name should appear in the header or footer of every page.
It is integral to the admissions process that you write and submit this Personal Statement on your own. Any evidence of plagiarized materials may result in denial or revocation of admission.
A few topics that you may want to address in your Personal Statement include:
- Describe how your background has prepared you to pursue an advanced degree in the field of engineering or applied science at Columbia University.
- Describe the reasons you are interested in this program and discuss any relevant past experience.
- If you have relevant work or research experience, please indicate how it helped you decide on your career path.
- What are your post-graduation plans or career goals?
- What do you hope to gain from this program?
- What about this program excites you?
- If there are any special circumstances that need to be brought to the attention of the Admission Committee, please include that information.
Prerequisite
没有正式的先决条件，但要求学生具有多变量微积分、线性代数以及概率与统计的背景。如果对计算机语言 C++、Python 和 Matlab 有一定的了解，那也会有所帮助。总体而言，学校重视定量技能，其次是编程经验和实习/工作经验。
申请材料
申请中需要提交正式成绩单
https://www.gradengineering.columbia.edu/graduate-admissions/application-requirements
毕业的时候final transcripts海本直接送，国本可以从学信送也可以送wes
finaldocs@columbia.edu
TOEFL iBT 99(2111)；
IELTS 6.5；
PTE Academic 68
Duolingo English Test 130
GRE required (code 2111)
The test is only waived if you are awarded your Bachelor's or Master of Science degree from a school where English is the official and widely spoken language. In addition, you must have been on campus in the country for the duration of your program.
GPA 为 3.0（满分 4 分）是首选。大多数成功申请者的 GPA 都高于 3.0。
面试形式：video
https://www.gradengineering.columbia.edu/graduate-admissions/application-requirements
毕业的时候final transcripts海本直接送，国本可以从学信送也可以送wes
finaldocs@columbia.edu
TOEFL iBT 99(2111)；
IELTS 6.5；
PTE Academic 68
Duolingo English Test 130
GRE required (code 2111)
The test is only waived if you are awarded your Bachelor's or Master of Science degree from a school where English is the official and widely spoken language. In addition, you must have been on campus in the country for the duration of your program.
GPA 为 3.0（满分 4 分）是首选。大多数成功申请者的 GPA 都高于 3.0。
面试形式：video
适宜学生
运筹学理科硕士（MSOR）是一个拥有30个学分的STEM课程，学生可以通过物流、供应链管理、收入管理、金融工程、风险管理、创业和综合管理等领域的具体课程，集中学习数学编程、随机模型和模拟等领域的知识。
运筹学是一门应用科学，关注通常涉及有限资源的分配和控制的定量决策问题。例如，此类问题出现在工业公司、金融机构、医疗保健组织、运输系统、能源和资源以及政府的运营中。运筹学分析师开发并使用数学和统计模型来帮助解决决策问题。像工程师一样，他们是问题的制定者和解决者。他们的工作需要建立系统的数学模型，并分析和预测系统不同运行模式的后果。分析可能涉及数学优化技术、概率和统计方法、实验和计算机模拟。
运筹学是一门应用科学，关注通常涉及有限资源的分配和控制的定量决策问题。例如，此类问题出现在工业公司、金融机构、医疗保健组织、运输系统、能源和资源以及政府的运营中。运筹学分析师开发并使用数学和统计模型来帮助解决决策问题。像工程师一样，他们是问题的制定者和解决者。他们的工作需要建立系统的数学模型，并分析和预测系统不同运行模式的后果。分析可能涉及数学优化技术、概率和统计方法、实验和计算机模拟。
特点及课程设置
STEM
八个分支，未来就业方向广
课程设置：
MSOR is a 30-point STEM program on a full- or part-time basis. Students may start in the Fall or Spring.
学生必须在 IEOR 部门（即具有以下前缀的课程：IEOR、CSOR、ECIE、SIEO）完成至少 18 分，并在哥伦比亚至少完成 30 分。学生还可以选修哥伦比亚商学院、国际与公共事务学院、艺术与科学研究生院和法学院等各个学院的选修课。从SPS学院修读的课程将不计入您的学位（即具有以下前缀的课程：ACTU、BUSI、COPR、IKNS、SUMA、FUND 等）。
https://www.ieor.columbia.edu/masters/operations-research/curriculum
Core
IEORE4199 MS IEOR Quantitative Bootcamp (zero-credit; First term)
IEORE4004 Optimization Models and Methods (First term)
IEORE4150 Introduction to Probability and Statistics (First term)
IEORE4106 Stochastic Models (Second term)
IEORE4404 Simulation
ENGIE4000 Professional Development and Leadership (zero-credit)
Electives
Students must take at least 18 points of graduate work in the IEOR Department (ie, courses with the following prefixes: IEOR, CSOR, ECIE, SIEO) and at least 30 at Columbia. Students can also take electives from various schools, such as Columbia Business School, the School of International and Public Affairs, the Graduate School of Arts and Sciences, and the Law School. Courses taken from the School of Professional Studies will not be counted towards your degree (ie, courses with the following prefixes: ACTU, BUSI, COPR, IKNS, SUMA, FUND, and more).
Concentrations
Analytics
Entrepreneurship
Financial Markets and Management
Healthcare Management
Logistics and Supply Chain Management
Machine Learning and Artificial Intelligence
Optimization
Stochastic Modeling
计划要求
如果学生在每门核心课程中取得 B- 或更高的成绩，并且每学期的累积 GPA 保持在 2.67（B- 平均）或更高，则认为学生具有良好的学术地位。未达到这些标准的学生将接受学术审查，并需要与学术团队合作制定他们的课程表，并在下学期展示学术进步以保持良好的学术地位。学术成绩不佳的学生可能会被要求退出该计划。
分支
https://www.ieor.columbia.edu/masters/operations-research/concentrations
（1）Analytics 分析
At least one of:
IEOR E4523 Data Analytics (co-req of IEOR E4501 Tools for Analytics or Tools waiver)
IEOR E4650 Business Analytics
9 total credits from among:
IEOR E4523 Data Analytics
IEOR E4650 Business Analytics
IEOR E4108 Supply Chain Analytics
IEOR E4418 Transportation Analytics and Logistics
IEOR E4526 Analytics on the Cloud
IEOR E4540 Data Mining
IEOR E4532 Visualization and Storytelling with Data (1.5)
IEOR E4533 Performance, Objectives, ＆ Results Using Data Analytics (1.5)
IEOR E4530 Statistical Methods for Analytics
IEOR E4545 Causal Analysis for Data Analytics and OR
（2）Entrepreneurship 创业
At lease one of:
IEOR E4200 Human-Centered Design & Innovation
IEOR E4550 Entrepreneurial Business Creation for Engineers
IEOR E4570 Entrepreneurship Bootcamp
IEOR E4998 Managing Technological Innovation & Entrepreneurship
Entrepreneurship electives:
IEOR E4200 Human-Centered Design & Innovation
IEOR E4550 Entrepreneurial Business Creation for Engineers
IEOR E4570 Entrepreneurship Bootcamp
IEOR E4998 Managing Technological Innovation & Entrepreneurship
IEOR E4506 Designing Digital Operating Models
IEOR E4510 Project Management
IEOR E4520 Applied Systems Engineering
IEOR E4560 Lean LaunchPad (By application)
COMS W4460 Principles of Innovation & Entrepreneurship
DROM B8858 Data-Driven Entrepreneurship
IEOR E4402 Corporate Finance, Accounting & Investment Banking or IEOR E4403 Quantitative Corporate Finance
（3）Financial Markets and Management 金融市场和管理
Required:
IEOR E4700 Introduction to Financial Engineering
IEOR E4403 Quantitative Corporate Finance or IEOR E4402 Corporate Finance, Accounting & Investment Banking
And least one of:
IEOR E4602 Quantitative Risk Management
IEOR E4620 Pricing Models for Financial Engineering
IEOR E4630 Asset Allocation
IEOR E4731 Credit Risk Modeling & Derivatives
IEOR E4732 Computational Methods in Finance
DROM B8112 Quantitative Finance: Models & Computation
IEOR E4711 Global Capital Markets
IEOR E4734 Foreign Exchange & Related Derivatives Instruments (1.5)
IEOR E4735 Structured & Hybrid Products
FINC B8307 Advanced Corporate Finance
（4 ）Healthcare Management 健康管理
Required:
IEOR E4507 Healthcare Operations Management
Healthcare Management electives:
IEOR E4505 Operations Research in Public Policy
DRO B8128 Healthcare Venture Capital And Private Equity: HCIT and Services
DRO B8145 Applying Healthcare IT and Digital Health
DRO B8823 The U.S. Healthcare System: Structure and Strategies
DRO B8118 Transforming the Delivery of Healthcare Services
Management B8221 Economics of Healthcare and Pharmaceuticals
Management B8578 Public Policy and the Healthcare Industry
Management B8536 Strategy and Competition in Pharmaceuticals and Biotechnology
（5 ）Logistics and Supply Chain Management 物流与供应链管理
Technical Courses (at least two):
IEOR E4108 Supply Chain Analytics
IEOR E4405 Production Scheduling
IEOR E4418 Transportation Analytics & Logistics
IEOR E4507 Healthcare Operations Management
IEOR E4601 Dynamic Pricing & Revenue Management
Management Courses (at most one):
IEOR E4412 Quality Control & Management
IEOR E4510 Project Management
IEOR E4520 Applied Systems Engineering
IEOR E4521 Systems Engineering Tools and Methods
DROM B8107 Service Operations
DROM B8109 Supply Chain Management
DROM B8123 Demand Analytics
（6 ）Machine Learning and Artificial Intelligence 机器学习与人工智能
At least one of:
IEOR 4525 Machine Learning for FE & OR
IEOR 4742 Deep Learning for OR & FE
IEOR 4540 Data mining
IEOR 4575 Reinforcement learning
Total of 9 credits from among:
At most one of:
IEOR 4525 Machine Learning for FE & OR
IEOR 4540 Data mining
IEOR 4650 Business analytics
IEOR 4742 Deep Learning for OR & FE
IEOR 4575 Reinforcement learning
IEOR 4545 Causal Analysis for Data Analytics and OR
IEOR 4530 AI, Games, & Markets
IEOR 4579 Machine learning in practice (1.5 credits)
IEOR 4721 AI Applications in Finance
At most one programming course:
IEOR 4523 Data analytics
IEOR 4212 Data Analytics & Machine Learning for OR
IEOR 4536 Analytics on the Cloud
（8）Optimization 优化
At least one advanced Optimization course:
IEOR E6613 Optimization 1
IEOR E6614 Optimization 2
EEOR E6616 Convex Optimization
Total of 9 credits from among:
IEOR E4008 Computational Discrete Optimization
IEOR E4108 Supply Chain Analytics
IEOR E4405 Production Scheduling
IEOR E4418 Transportation Analytics & Logistics
IEOR E4505 Operations Research in Public Policy
IEOR E4507 Healthcare Operations Management
IEOR E4630 Asset Allocation
CSOR 4231 Analysis of Algorithms I
IEOR E4601 Dynamic Pricing and Revenue Management
IEOR E6613 Optimization 1
IEOR E6614 Optimization 2
EEOR E6616 Convex Optimization
EEAE E4220 Energy System Economics and Optimization
ECE E4650 Convex Optimization for Engineering
（9）Stochastic Modeling 随机建模
At least one of the advanced probability courses:
IEOR E6711 Stochastic Modeling I
IEOR E6712 Stochastic Modeling II
IEOR E8100 High-dimensional Probability with Applications
At least one of the modeling courses:
IEOR E4601 Dynamic Pricing & Revenue Management
IEOR E4602 Quantitative Risk Management
IEOR E4700 Introduction to Financial Engineering
IEOR E4745 Applied Financial Risk Management
At least one of the machine learning courses:
IEOR E4525 Machine Learning for OR and FE
IEOR E4742 Deep Learning for OR and FE
IEOR E6617 Machine Learning and High-Dimensional Data Analysis in Operations Research
ORCS E4529 Reinforcement Learning
职业发展方向
https://ieor.columbia.edu/content/2022-2023-msor-msie-career-placement-statistics
Financial Services – 60% 金融服务
Firms include: AQR, Bank of America, Barclays, BlackRock, Bloomberg, Discover, Goldman Sachs, JP Morgan Chase, Morgan Stanley, S&P Global, SMBC Capital Markets, Southern Ridges Capital, Viking Global Investors, Wells Fargo, Deutsche Bank, Blackstone, Bank of America, Enfusion LTD. LLC., Guojin Securities, JS Held, OMERS, Photon Fund, Sumitomo Mitsui Banking Corporation
Titles include: Analyst, Associate, Custom Index Manager, Data Analyst, Data Scientist, Electronic Trading Associate, Junior Portfolio Management Business Analyst, Market Risk Analyst, Portfolio Management Analyst, Quantitative Analyst, Quantitative Analytic Associate, Quantitative Associate, Quantitative Strategies Analyst, Quantitative Strategist Analyst, Rates Trading Analyst, Trading Assistant
Technology - 20% 技术
Firms include: Amazon, Applify AI, Askmos, Inc., Bloomberg LP, Mei Tuan, Meta, Star.vision, Tesla, Trip.com Group, Uber, Wiliot
Titles include: Analyst Business Operations, Business Analyst, Data Analyst, Data Quality Analyst, Data Scientist, Head of Product, Product Manager,Software Development Engineer, Software Engineer
Transportation & Logistics – 10% 运输与物流
Firms include: AECOM, Oakley, Tiffany & Co., Walmart
Titles Include: Manager - Automation Engineering, Senior Engineer, Supply Chain Analyst, Supply Planning Analyst
Consumer Goods - 5% 消费品
Firms include: Berkley RE, New York Life Insurance Company, The Walt Disney Company
Titles include: Actuarial Analyst, Actuarial Assistant, Decision Scientist
Healthcare – 5% 医疗保健
Firms include: Aetna, JD Health and Mount Sinai
Titles include: Data Science Analyst, Data Scientist, Project Engineer
Student-reported salaries for US-based employment
Average base $102,333
Median base $107,500
Base salary range $60,000 – $155,000
Average bonus $12,975
八个分支，未来就业方向广
课程设置：
MSOR is a 30-point STEM program on a full- or part-time basis. Students may start in the Fall or Spring.
学生必须在 IEOR 部门（即具有以下前缀的课程：IEOR、CSOR、ECIE、SIEO）完成至少 18 分，并在哥伦比亚至少完成 30 分。学生还可以选修哥伦比亚商学院、国际与公共事务学院、艺术与科学研究生院和法学院等各个学院的选修课。从SPS学院修读的课程将不计入您的学位（即具有以下前缀的课程：ACTU、BUSI、COPR、IKNS、SUMA、FUND 等）。
https://www.ieor.columbia.edu/masters/operations-research/curriculum
Core
IEORE4199 MS IEOR Quantitative Bootcamp (zero-credit; First term)
IEORE4004 Optimization Models and Methods (First term)
IEORE4150 Introduction to Probability and Statistics (First term)
IEORE4106 Stochastic Models (Second term)
IEORE4404 Simulation
ENGIE4000 Professional Development and Leadership (zero-credit)
Electives
Students must take at least 18 points of graduate work in the IEOR Department (ie, courses with the following prefixes: IEOR, CSOR, ECIE, SIEO) and at least 30 at Columbia. Students can also take electives from various schools, such as Columbia Business School, the School of International and Public Affairs, the Graduate School of Arts and Sciences, and the Law School. Courses taken from the School of Professional Studies will not be counted towards your degree (ie, courses with the following prefixes: ACTU, BUSI, COPR, IKNS, SUMA, FUND, and more).
Concentrations
Analytics
Entrepreneurship
Financial Markets and Management
Healthcare Management
Logistics and Supply Chain Management
Machine Learning and Artificial Intelligence
Optimization
Stochastic Modeling
计划要求
如果学生在每门核心课程中取得 B- 或更高的成绩，并且每学期的累积 GPA 保持在 2.67（B- 平均）或更高，则认为学生具有良好的学术地位。未达到这些标准的学生将接受学术审查，并需要与学术团队合作制定他们的课程表，并在下学期展示学术进步以保持良好的学术地位。学术成绩不佳的学生可能会被要求退出该计划。
分支
https://www.ieor.columbia.edu/masters/operations-research/concentrations
（1）Analytics 分析
At least one of:
IEOR E4523 Data Analytics (co-req of IEOR E4501 Tools for Analytics or Tools waiver)
IEOR E4650 Business Analytics
9 total credits from among:
IEOR E4523 Data Analytics
IEOR E4650 Business Analytics
IEOR E4108 Supply Chain Analytics
IEOR E4418 Transportation Analytics and Logistics
IEOR E4526 Analytics on the Cloud
IEOR E4540 Data Mining
IEOR E4532 Visualization and Storytelling with Data (1.5)
IEOR E4533 Performance, Objectives, ＆ Results Using Data Analytics (1.5)
IEOR E4530 Statistical Methods for Analytics
IEOR E4545 Causal Analysis for Data Analytics and OR
（2）Entrepreneurship 创业
At lease one of:
IEOR E4200 Human-Centered Design & Innovation
IEOR E4550 Entrepreneurial Business Creation for Engineers
IEOR E4570 Entrepreneurship Bootcamp
IEOR E4998 Managing Technological Innovation & Entrepreneurship
Entrepreneurship electives:
IEOR E4200 Human-Centered Design & Innovation
IEOR E4550 Entrepreneurial Business Creation for Engineers
IEOR E4570 Entrepreneurship Bootcamp
IEOR E4998 Managing Technological Innovation & Entrepreneurship
IEOR E4506 Designing Digital Operating Models
IEOR E4510 Project Management
IEOR E4520 Applied Systems Engineering
IEOR E4560 Lean LaunchPad (By application)
COMS W4460 Principles of Innovation & Entrepreneurship
DROM B8858 Data-Driven Entrepreneurship
IEOR E4402 Corporate Finance, Accounting & Investment Banking or IEOR E4403 Quantitative Corporate Finance
（3）Financial Markets and Management 金融市场和管理
Required:
IEOR E4700 Introduction to Financial Engineering
IEOR E4403 Quantitative Corporate Finance or IEOR E4402 Corporate Finance, Accounting & Investment Banking
And least one of:
IEOR E4602 Quantitative Risk Management
IEOR E4620 Pricing Models for Financial Engineering
IEOR E4630 Asset Allocation
IEOR E4731 Credit Risk Modeling & Derivatives
IEOR E4732 Computational Methods in Finance
DROM B8112 Quantitative Finance: Models & Computation
IEOR E4711 Global Capital Markets
IEOR E4734 Foreign Exchange & Related Derivatives Instruments (1.5)
IEOR E4735 Structured & Hybrid Products
FINC B8307 Advanced Corporate Finance
（4 ）Healthcare Management 健康管理
Required:
IEOR E4507 Healthcare Operations Management
Healthcare Management electives:
IEOR E4505 Operations Research in Public Policy
DRO B8128 Healthcare Venture Capital And Private Equity: HCIT and Services
DRO B8145 Applying Healthcare IT and Digital Health
DRO B8823 The U.S. Healthcare System: Structure and Strategies
DRO B8118 Transforming the Delivery of Healthcare Services
Management B8221 Economics of Healthcare and Pharmaceuticals
Management B8578 Public Policy and the Healthcare Industry
Management B8536 Strategy and Competition in Pharmaceuticals and Biotechnology
（5 ）Logistics and Supply Chain Management 物流与供应链管理
Technical Courses (at least two):
IEOR E4108 Supply Chain Analytics
IEOR E4405 Production Scheduling
IEOR E4418 Transportation Analytics & Logistics
IEOR E4507 Healthcare Operations Management
IEOR E4601 Dynamic Pricing & Revenue Management
Management Courses (at most one):
IEOR E4412 Quality Control & Management
IEOR E4510 Project Management
IEOR E4520 Applied Systems Engineering
IEOR E4521 Systems Engineering Tools and Methods
DROM B8107 Service Operations
DROM B8109 Supply Chain Management
DROM B8123 Demand Analytics
（6 ）Machine Learning and Artificial Intelligence 机器学习与人工智能
At least one of:
IEOR 4525 Machine Learning for FE & OR
IEOR 4742 Deep Learning for OR & FE
IEOR 4540 Data mining
IEOR 4575 Reinforcement learning
Total of 9 credits from among:
At most one of:
IEOR 4525 Machine Learning for FE & OR
IEOR 4540 Data mining
IEOR 4650 Business analytics
IEOR 4742 Deep Learning for OR & FE
IEOR 4575 Reinforcement learning
IEOR 4545 Causal Analysis for Data Analytics and OR
IEOR 4530 AI, Games, & Markets
IEOR 4579 Machine learning in practice (1.5 credits)
IEOR 4721 AI Applications in Finance
At most one programming course:
IEOR 4523 Data analytics
IEOR 4212 Data Analytics & Machine Learning for OR
IEOR 4536 Analytics on the Cloud
（8）Optimization 优化
At least one advanced Optimization course:
IEOR E6613 Optimization 1
IEOR E6614 Optimization 2
EEOR E6616 Convex Optimization
Total of 9 credits from among:
IEOR E4008 Computational Discrete Optimization
IEOR E4108 Supply Chain Analytics
IEOR E4405 Production Scheduling
IEOR E4418 Transportation Analytics & Logistics
IEOR E4505 Operations Research in Public Policy
IEOR E4507 Healthcare Operations Management
IEOR E4630 Asset Allocation
CSOR 4231 Analysis of Algorithms I
IEOR E4601 Dynamic Pricing and Revenue Management
IEOR E6613 Optimization 1
IEOR E6614 Optimization 2
EEOR E6616 Convex Optimization
EEAE E4220 Energy System Economics and Optimization
ECE E4650 Convex Optimization for Engineering
（9）Stochastic Modeling 随机建模
At least one of the advanced probability courses:
IEOR E6711 Stochastic Modeling I
IEOR E6712 Stochastic Modeling II
IEOR E8100 High-dimensional Probability with Applications
At least one of the modeling courses:
IEOR E4601 Dynamic Pricing & Revenue Management
IEOR E4602 Quantitative Risk Management
IEOR E4700 Introduction to Financial Engineering
IEOR E4745 Applied Financial Risk Management
At least one of the machine learning courses:
IEOR E4525 Machine Learning for OR and FE
IEOR E4742 Deep Learning for OR and FE
IEOR E6617 Machine Learning and High-Dimensional Data Analysis in Operations Research
ORCS E4529 Reinforcement Learning
职业发展方向
https://ieor.columbia.edu/content/2022-2023-msor-msie-career-placement-statistics
Financial Services – 60% 金融服务
Firms include: AQR, Bank of America, Barclays, BlackRock, Bloomberg, Discover, Goldman Sachs, JP Morgan Chase, Morgan Stanley, S&P Global, SMBC Capital Markets, Southern Ridges Capital, Viking Global Investors, Wells Fargo, Deutsche Bank, Blackstone, Bank of America, Enfusion LTD. LLC., Guojin Securities, JS Held, OMERS, Photon Fund, Sumitomo Mitsui Banking Corporation
Titles include: Analyst, Associate, Custom Index Manager, Data Analyst, Data Scientist, Electronic Trading Associate, Junior Portfolio Management Business Analyst, Market Risk Analyst, Portfolio Management Analyst, Quantitative Analyst, Quantitative Analytic Associate, Quantitative Associate, Quantitative Strategies Analyst, Quantitative Strategist Analyst, Rates Trading Analyst, Trading Assistant
Technology - 20% 技术
Firms include: Amazon, Applify AI, Askmos, Inc., Bloomberg LP, Mei Tuan, Meta, Star.vision, Tesla, Trip.com Group, Uber, Wiliot
Titles include: Analyst Business Operations, Business Analyst, Data Analyst, Data Quality Analyst, Data Scientist, Head of Product, Product Manager,Software Development Engineer, Software Engineer
Transportation & Logistics – 10% 运输与物流
Firms include: AECOM, Oakley, Tiffany & Co., Walmart
Titles Include: Manager - Automation Engineering, Senior Engineer, Supply Chain Analyst, Supply Planning Analyst
Consumer Goods - 5% 消费品
Firms include: Berkley RE, New York Life Insurance Company, The Walt Disney Company
Titles include: Actuarial Analyst, Actuarial Assistant, Decision Scientist
Healthcare – 5% 医疗保健
Firms include: Aetna, JD Health and Mount Sinai
Titles include: Data Science Analyst, Data Scientist, Project Engineer
Student-reported salaries for US-based employment
Average base $102,333
Median base $107,500
Base salary range $60,000 – $155,000
Average bonus $12,975
