DEGREE Industrial Engineering, PhD

Doctoral degree in industrial engineering
As a PhD student in our very highly ranked industrial engineering program, you’ll be able to specialize in one of four areas, each of which is designed enable you to be a leader in new and developing areas within industrial and systems engineering. You can choose advanced training in decision science/operations research, health systems, human factors and ergonomics, and manufacturing and production systems.
At a glance
Industrial and systems engineering department
Learn more about what information you need to apply.
Admissions
Please consult the table below for key information about this degree program’s admissions requirements. The program may have more detailed admissions requirements, which can be found below the table or on the program’s website.
Graduate admissions is a two-step process between academic programs and the Graduate School. Applicants must meet the minimum requirements of the Graduate School as well as the program(s). Once you have researched the graduate program(s) you are interested in, apply online.
Fall Deadline | December 1 |
Spring Deadline | September 1 |
Summer Deadline | December 1 |
GRE (Graduate Record Examinations) | Required. |
English Proficiency Test | Every applicant whose native language is not English, or whose undergraduate instruction was not exclusively in English, must provide an English proficiency test score earned within two years of the anticipated term of enrollment. Refer to the Graduate School: Minimum Requirements for Admission policy: https://policy.wisc.edu/library/UW-1241. |
Other Test(s) (e.g., GMAT, MCAT) | n/a |
Letters of Recommendation Required | 3 |
Applicants from any discipline that provides foundations for research in Industrial and Systems Engineering (ISyE) topics are encouraged to apply. For example, applicants may come from industrial, electrical, or mechanical engineering, or mathematics, statistics, computer science, psychology, or economics. Applicants are strongly advised to review the prerequisites for each area of specialization at the department website.
Each application is judged on the basis of previous academic record, Graduate Record Exam (GRE) scores for the general test, three letters of recommendation, and the statement of purpose. Admission is very competitive and application deadlines are extremely important.
Reentry Applicants
Reentry applicants must notify an academic advisor and apply by the following application deadlines for the appropriate term. Read more information about the additional reentry information.
Although we accept summer applications we recommend applying for fall or spring as there are not many courses offered in the summer.
- Fall: December 1
- Spring: September 1
Application Requirements
Application deadlines are strictly enforced and ALL application materials including transcripts, GRE and English proficiency test scores MUST be included and submitted by the application deadline.
*Note that our office does not provide feedback to applicants as to their potential for admission. Applicants should review both the Industrial and Systems Engineering (I SY E) department and Graduate School requirements for admission and if you feel you meet the necessary criteria for applying, please do so.
- Applicants must first meet all of the requirements of the Graduate School. Click here for more information about these requirements.
- Applicants must also meet department specific requirements as outlined below:
- BS degree or equivalent
Application Steps
- Complete an online application through the Graduate School website.
- List three recommenders and their contact information as part of the online application.
- An email will be sent to the recommender, asking that they submit their letter online using the Graduate School’s recommendation form. Applicants can log back into their online application to re-send the email request if the recommender loses the email. Letters of recommendation must be submitted electronically.
- Submit a statement of purpose with your online application.
- In this document, applicants should explain why they want to pursue further education in Industrial and Systems Engineering (ISyE) and discuss which UW faculty members they would be interested in doing research with during their graduate study.
- Submit test scores.
- Request scores from ETS to submit your GRE and/or TOEFL scores to the UW–Madison Graduate School (Institution Number 1846).
- If you have your scores sent to UW–Madison, they will be available online to all departments to which you have applied. The institution code, therefore, is the only number needed.
- For more information, visit the Graduate School Requirements page. Note that exam information must be valid at start date of the semester that you are applying for (nonexpired).
- Submit GRE Exam information.
- The Industrial Engineering graduate program requires the GRE exam be taken by prospective students as part of the application. Note that there are no specific scoring guidelines for the exam as the GRE is only one part of consideration for admission into the program.
- Note that exam information must be valid at start date of the semester that you are applying for (nonexpired).
- Electronically submit one copy of your unofficial transcript with your application.
- Official transcripts of all undergraduate and previous graduate work are required. Unofficial copies of transcripts will be accepted for review, but official copies are required for admitted applicants.
- Do not send transcripts or any other application materials to the Graduate School or gradadmission@engr.wisc.edu.
- Upload your resume in your application.
- Pay the Application Fee.
- Submission must be accompanied by the one-time application fee. It is non-refundable and can be paid by credit card (MasterCard or VISA). By state law, this fee can only be waived or deferred through the conditions outlined here by the Graduate School.
Do not send materials/documents to the Industrial and Systems Engineering (I SY E) Department or Graduate School until you are recommended for admissions. All documents should be uploaded with your application.
Questions
Check out the Admissions FAQ or contact us at iegradadmission@engr.wisc.edu.
Tuition
Tuition and segregated fee rates are always listed per semester (not for Fall and Spring combined).
Funding
Graduate School Resources
Resources to help you afford graduate study might include assistantships, fellowships, traineeships, and financial aid. Further funding information is available from the Graduate School. Be sure to check with your program for individual policies and restrictions related to funding.
Financial Assistance
If you choose to attend UW–Madison and plan to pursue funding on your own, the following sites could be very helpful:
Program Resources
All ISyE PhD students are provided funding and tuition remission, provided they are making satisfactory academic progress. This funding may be in the form of a teaching assistant, research assistant, or project assistant position, or as an external fellowship. The type position providing the funding support may change from semester to semester and is determined based on a combination of factors including the availability of research funds by the student’s faculty advisor and the need for teaching assistants in ISyE courses.
For information specific to graduate assistantships within the Department of Industrial and Systems Engineering, please consult the department’s graduate program handbook.
Additional Resources
Federal Loans
Students who are U.S. citizens or permanent residents may be eligible to receive some level of funding through the federal direct loan program. These loans are available to qualified graduate students who are taking at least 4 credits during the fall and spring semesters, and 2 credits during summer. Private loans are also available. Learn more about UW-Madison financial aid here.
International Student Services Funding and Scholarships
For information on international student funding and scholarships, visit the ISS website.
The UW-Madison Department of Industrial and Systems Engineering is a national leader in research funding. At the cutting-edge of industrial engineering and systems research, the department offers state-of-the-art facilities for faculty, staff and students to work in. Our faculty are leaders in their fields, respected nationally and internationally for their research.
Minimum graduate school requirements
Review the Graduate School minimum academic progress and degree requirements, in addition to the program requirements listed below.
Curricular Requirements
Minimum Credit Requirement | 51 credits |
Minimum Residence Credit Requirement | 32 credits |
Minimum Graduate Coursework Requirement | 26 credits must be graduate-level coursework. Refer to the Graduate School: Minimum Graduate Coursework (50%) Requirement policy: https://policy.wisc.edu/library/UW-1244. |
Overall Graduate GPA Requirement | 3.00 GPA required. Refer to the Graduate School: Grade Point Average (GPA) Requirement policy: https://policy.wisc.edu/library/UW-1203. |
Other Grade Requirements | Grades of C and D received by a candidate in any graduate course will not be counted as credit toward the degree. These grades will be counted in the graduate GPA. See additional grade requirement for Human Factors and Ergonomics PhD students below. |
Assessments and Examinations | Qualifying exams, preliminary exams, and a final dissertation defense are required of all students. Details may be found in the program handbook. |
Language Requirements | No language requirements. |
Graduate School Breadth Requirement | All doctoral students are required to complete a doctoral minor or graduate/professional certificate. Refer to the Graduate School: Breadth Requirement in Doctoral Training policy: https://policy.wisc.edu/library/UW-1200. The program also has additional breadth requirements. See details below. |
Required Courses
Students choose one of the following research areas. Work with your faculty advisors to answer any questions and to form a plan of study.
Operations Research, Optimization, and Analytics1
Courses Recommended for DS/OR Qualifying Exam: | ||
I SY E/COMP SCI/E C E 524 | Introduction to Optimization | 3 |
I SY E/COMP SCI/MATH/STAT 525 | Linear Optimization | 3 |
I SY E 620 | Simulation Modeling and Analysis | 3 |
I SY E 624 | Stochastic Modeling Techniques | 3 |
I SY E/MATH/OTM/STAT 632 | Introduction to Stochastic Processes | 3 |
I SY E/COMP SCI/MATH 728 | Integer Optimization | 3 |
Courses Recommended for Optimization Qualifying Exam: | ||
I SY E/COMP SCI/E C E 524 | Introduction to Optimization | 3 |
I SY E/COMP SCI/MATH/STAT 525 | Linear Optimization | 3 |
I SY E/COMP SCI/MATH/STAT 726 | Nonlinear Optimization I | 3 |
I SY E/COMP SCI/MATH 728 | Integer Optimization | 3 |
I SY E/COMP SCI/MATH 730 | Nonlinear Optimization II | 3 |
Other Suggested Courses: | ||
I SY E 412 | Fundamentals of Industrial Data Analytics | 3 |
I SY E/COMP SCI/MATH 425 | Introduction to Combinatorial Optimization | 3 |
I SY E/M E 512 | Inspection, Quality Control and Reliability | 3 |
I SY E 516 | Introduction to Decision Analysis | 3 |
I SY E 517 | Decision Making in Health Care | 3 |
I SY E 575 | Introduction to Quality Engineering | 3 |
I SY E 603 | Special Topics in Engineering Analytics and Operations Research | 1-3 |
I SY E 604 | Special Topics in Manufacturing and Supply Chain Management | 1-3 |
I SY E 612 | Information Sensing and Analysis for Manufacturing Processes | 3 |
I SY E/MATH/OTM/STAT 632 | Introduction to Stochastic Processes | 3 |
I SY E 645 | Engineering Models for Supply Chains | 3 |
I SY E 649 | Interactive Data Analytics | 3 |
I SY E/COMP SCI 719 | Stochastic Programming | 3 |
I SY E/COMP SCI 723 | Dynamic Programming and Associated Topics | 3 |
I SY E/COMP SCI 727 | Convex Analysis | 3 |
- 1
These pathways are internal to the program and represent different curricular paths a student can follow to earn this degree. Pathway names do not appear in the Graduate School admissions application, and they will not appear on the transcript.
Health Systems Engineering1
Highly Recommended Courses: | ||
I SY E 417 | Health Systems Engineering | 3 |
I SY E 517 | Decision Making in Health Care | 3 |
I SY E 606 | Special Topics in Healthcare Systems Engineering | 1-3 |
I SY E/B M I 617 | Health Information Systems | 3 |
I SY E/POP HLTH 703 | Quality of Health Care: Evaluation and Assurance | 1-3 |
Other Suggested Courses: | ||
I SY E 412 | Fundamentals of Industrial Data Analytics | 3 |
I SY E 415 | Introduction to Manufacturing Systems, Design and Analysis | 3 |
I SY E 521 | Machine Learning in Action for Industrial Engineers | 3 |
I SY E 555 | Human Performance and Accident Causation | 3 |
I SY E 575 | Introduction to Quality Engineering | 3 |
I SY E 601 | Special Topics in Industrial Engineering 2 | 1-3 |
I SY E/PHARMACY 608 | Safety and Quality in the Medication Use System | 3 |
I SY E 615 | Production Systems Control | 3 |
I SY E 620 | Simulation Modeling and Analysis | 3 |
I SY E 624 | Stochastic Modeling Techniques | 3 |
I SY E/M E 643 | Performance Analysis of Manufacturing Systems | 3 |
I SY E/M H R 729 | Behavioral Analysis of Management Decision Making | 3 |
I SY E/POP HLTH 875 | Cost Effectiveness Analysis in Health and Healthcare | 3 |
B M I/COMP SCI 576 | Introduction to Bioinformatics | 3 |
B M I 773 | Clinical Research Informatics | 3 |
B M I/COMP SCI 776 | Advanced Bioinformatics | 3 |
- 1
These pathways are internal to the program and represent different curricular paths a student can follow to earn this degree. Pathway names do not appear in the Graduate School admissions application, and they will not appear on the transcript.
- 2
Topics vary for this course. Obtain advance approval from your faculty advisor.
Advanced Manufacturing and Industrial AI1
Possible Courses: | ||
I SY E 412 | Fundamentals of Industrial Data Analytics | 3 |
I SY E 415 | Introduction to Manufacturing Systems, Design and Analysis | 3 |
I SY E/M E 510 | Facilities Planning | 3 |
I SY E/M E 512 | Inspection, Quality Control and Reliability | 3 |
I SY E 515 | Engineering Management of Continuous Process Improvement | 3 |
I SY E 575 | Introduction to Quality Engineering | 3 |
I SY E 601 | Special Topics in Industrial Engineering 2 | 1-3 |
I SY E 603 | Special Topics in Engineering Analytics and Operations Research | 1-3 |
I SY E 604 | Special Topics in Manufacturing and Supply Chain Management | 1-3 |
I SY E 605 | Computer Integrated Manufacturing | 3 |
I SY E 612 | Information Sensing and Analysis for Manufacturing Processes | 3 |
I SY E 615 | Production Systems Control | 3 |
I SY E/M E 641 | Design and Analysis of Manufacturing Systems | 3 |
I SY E/M E 643 | Performance Analysis of Manufacturing Systems | 3 |
I SY E 645 | Engineering Models for Supply Chains | 3 |
STAT/M E 424 | Statistical Experimental Design | 3 |
I SY E 823 | Special Topics in Operations Research | 1-3 |
- 1
These pathways are internal to the program and represent different curricular paths a student can follow to earn this degree. Pathway names do not appear in the Graduate School admissions application, and they will not appear on the transcript.
- 2
Topics vary for this course. Obtain advance approval from your faculty advisor.
Human Factors and Ergonomics1
Possible Courses: | ||
I SY E/COMP SCI/DS 518 | Wearable Technology | 3 |
I SY E 552 | Human Factors Engineering Design and Evaluation | 3 |
I SY E 555 | Human Performance and Accident Causation | 3 |
I SY E 562 | Human Factors of Data Science and Machine Learning | 3 |
I SY E/B M E 564 | Occupational Ergonomics and Biomechanics | 3 |
I SY E 601 | Special Topics in Industrial Engineering 2 | 1-3 |
I SY E 602 | Special Topics in Human Factors | 3 |
I SY E/B M E 662 | Design and Human Disability and Aging | 3 |
I SY E 699 | Advanced Independent Study 2 | 1-5 |
I SY E/PSYCH 854 | Special Topics in Organization Design 2 | 1-3 |
I SY E/PSYCH 859 | Special Topics in Human Factors Engineering | 1-3 |
I SY E 961 | Graduate Seminar in Industrial Engineering 2 | 1-3 |
CIV ENGR 679 | Special Topics in Transportation and City Planning | 3 |
Tools and Methods Courses 3 | ||
HFE PhD students must complete an additional coursework and exam component. |
Human Factors and Ergonomics Course Requirement
To take the qualifying exam, a student will have to have received a grade of AB or better in at least 3 credits in each of the three areas below. Courses taken during undergraduate studies can be used to satisfy this requirement: | ||
Cognitive Ergononics: | ||
I SY E 555 | Human Performance and Accident Causation | 3 |
I SY E 601 | Special Topics in Industrial Engineering 2 | 1-3 |
I SY E 602 | Special Topics in Human Factors 2 | 3 |
I SY E 699 | Advanced Independent Study 2 | 1-5 |
I SY E/PSYCH 859 | Special Topics in Human Factors Engineering 2 | 1-3 |
Sociotechnical Systems / Macroergonomics: | ||
I SY E 555 | Human Performance and Accident Causation | 3 |
I SY E/PSYCH 653 | Organization and Job Design 2 | 3 |
I SY E 601 | Special Topics in Industrial Engineering 2 | 1-3 |
I SY E 602 | Special Topics in Human Factors 2 | 3 |
I SY E 699 | Advanced Independent Study 2 | 1-5 |
I SY E/PSYCH 854 | Special Topics in Organization Design 2 | 1-3 |
Physical Ergonomics: | ||
I SY E 555 | Human Performance and Accident Causation | 3 |
I SY E/B M E 564 | Occupational Ergonomics and Biomechanics | 3 |
I SY E/B M E 662 | Design and Human Disability and Aging | 3 |
I SY E 601 | Special Topics in Industrial Engineering 2 | 1-3 |
I SY E 602 | Special Topics in Human Factors 2 | 3 |
I SY E 699 | Advanced Independent Study 2 | 1-5 |
I SY E/PSYCH 854 | Special Topics in Organization Design 2 | 1-3 |
- 1
These pathways are internal to the program and represent different curricular paths a student can follow to earn this degree. Pathway names do not appear in the Graduate School admissions application, and they will not appear on the transcript.
- 2
Topics vary for this course. Obtain advance approval from your faculty advisor.
- 3
Various courses in the categories of Research Methods, Statistics, Qualitative Research, Biomechanics Methods, and Psychology count as “Tools and Methods.” The Human Factors and Ergonomics faculty group updates the list of “Tools and Methods” courses, and advisors decide which set of courses are appropriate for each student. Work with your faculty advisor regarding non-I SY E course work.
Prior to defending their dissertation, Human Factors and Ergonomics PhD students must complete at least six seminar/special topics courses numbered 700 or above totaling a minimum of 12 credits; at least 6 credits of these must be in the Human Factors and Ergonomics area. Seminar credits outside the Human Factors and Ergonomics area may be used to satisfy the Industrial Engineering Breadth requirement. Other courses may qualify. Students may submit courses to the Human Factors and Ergonomics Area group for consideration. Transfer students should submit a course syllabus or description and transcript for any courses from other institutions that they would like to have considered for satisfaction of this requirement. The Human Factors and Ergonomics Area group will make this decision.
Additional Requirements for all Industrial and Systems Engineering (ISyE) PhD Students
- Industrial Engineering Breadth Requirement: The breadth requirement is to make sure the PhD student achieves minimum competence in multiple areas of industrial and systems engineering. It consists of taking at least two courses (6 credits) in Methodology and two courses (6 credits) in Application. Students can choose from a select set of courses and must attain a grade of B or above in all courses. The courses selected by the student must be approved by the student’s advisor. These courses must be completed before a PhD student can request their preliminary warrant. Courses the student has taken before entering the PhD program can be counted toward this breadth requirement, including courses taken as an undergraduate. Students should submit the course title and syllabus to the student services coordinator who will then seek approval from the chair of graduate affairs.
- PhD students must complete the Breadth requirement for their degree program by completing a cohesive group of courses outside the Industrial and Systems Engineering (ISyE) major in order to add breadth to their program.
- Teaching Assistant: Recognizing the importance of instructional training to our PhD students, each student in the PhD program is required to serve as a teaching assistant for at least one semester during their program. Requests for a partial or full waiver of this requirement should be submitted in writing to the Associate Chair for Graduate Studies and will be reviewed by the Academic Affairs Cluster.
- Colloquium/Lecture Series: For at least two semesters, students must regularly attend a colloquium series. The appropriate colloquium series must be approved by the student’s faculty advisor. It is not required to meet this requirement by registering for a course (indeed some colloquium series have no associate course). Instead, attendance at the approved colloquium series must be confirmed by the student’s faculty advisor when the student submits their PhD Plan of Study prior to their preliminary examination. Example of colloquium series that can be used to meet this requirement include the Industrial and Systems Engineering (ISyE) Colloquia and the Systems, Information, Learning and Optimization (SILO) seminars.
- For additional information, contact iegradadmissions@engr.wisc.edu.
Graduate Student Services
iegradadmission@engr.wisc.edu
Room 3182 Mechanical Engineering Building
1513 University Avenue
Madison, WI 53706
Doug Wiegmann, Professor and Associate Chair of Graduate Affairs
assoc.chair.grad@ie.wisc.edu