CARNEGIE MELLON UNIVERSITY · UNITED STATES
M.S. AI Engineering in Civil and Environmental Engineering
Master's · Taught in en
At a glance
16 mo
Duration
—
IELTS
€52k
Tuition / yr
en
Language
Master's
Level
- 108 unitsTotal Units Required
- 3 semestersProgram Length
- First of its kindNational Pioneer
- Capstone ProjectPractical Application
The Master of Science (M.S.) in AI Engineering in Civil and Environmental Engineering (CEE) at Carnegie Mellon University is a pioneering program designed to equip students with the skills to integrate artificial intelligence into engineering design and domain knowledge. This program is the first of its kind in the nation, providing a unique educational pathway for those looking to apply advanced AI techniques to tackle complex challenges in infrastructure and environmental systems. Students will delve into core areas of AI, including machine learning, deep learning, AI systems, and ethical considerations, while also having the flexibility to explore various CEE focus areas. The curriculum emphasizes practical application, culminating in a capstone project that allows students to apply their learned skills to real-world engineering problems. Graduates will be prepared for high-demand careers at the forefront of AI integration within the CEE sector.
Curriculum
The program requires a combination of units in Artificial Intelligence Engineering and specific Civil and Environmental Engineering (CEE) focus areas. Students will select one course from each of the core AI Engineering areas and then choose CEE graduate courses based on their interests.
- Throughout Program
- Systems and Tool Chains for AI Engineering
- Introduction to Machine Learning for Engineers
- Introduction to Deep Learning for Engineers
- Trustworthy and Ethical AI Engineering
- CEE AI Engineering Project Course
- CEE Graduate Courses (Electives)
- Courses from Mechanics, Chemistry, and Materials
- Courses from Intelligent Engineered Systems and Society
- Courses from Climate-Resilient Environmental Systems and Technologies
- Courses from Sustainable Energy and Transportation Systems
Frequently asked questions
- What are the tuition and living costs for the M.S. AI Engineering in Civil and Environmental Engineering program?
- The estimated annual tuition for Master's programs is $60,900 USD for the 2026-2027 academic year. Estimated annual living expenses, including housing, food, and supplies, are $29,482 USD.
- How long does the M.S. AI Engineering in Civil and Environmental Engineering program take to complete?
- The program is designed to be completed in 3 semesters.
- What are the English language proficiency requirements for international students?
- International applicants whose native language is not English must submit a TOEFL iBT score of at least 100 overall. Waivers for this requirement are not issued.
- When does the application period open for the M.S. AI Engineering in Civil and Environmental Engineering program?
- The application period for Fall 2027 admissions opens on September 9, 2026. Applications are only accepted for the Fall semester.
- Are GRE scores required for admission to the M.S. AI Engineering in Civil and Environmental Engineering program?
- No, GRE scores are not required for admission. If prompted to enter a GRE test date during the application process, you may enter any future date as this field is disregarded.
- What kind of academic background is recommended for applicants?
- A strong undergraduate background in Computer Science, Biology, Chemistry, Biomedical Engineering, or a combination thereof is strongly encouraged. College-level coursework in life sciences, statistics, and programming is also recommended.
Entry requirements
Undergraduate DegreeStrongly encouraged in Computer Science, Biology, Chemistry, Biomedical Engineering, or a combination thereof.
College-level courseworkAt least one life science, statistics, and some programming.
Algorithms and Data StructuresIdeal candidates will have taken some coursework.
TOEFL iBTAt least 100 overall. Expired scores may be accepted if a degree was recently completed in the United States and an official score report with photo can be provided. Waivers are not issued for non-native English speakers.
GRE scores are not required for admission. When submitting your application, if prompted to enter a GRE test date, simply enter any future date as this field is disregarded.
Fees
Tuition (international)Estimated annual tuition for Master's programs is $60,900 USD. This covers Fall and Spring semesters.
Tuition (home)Estimated annual tuition for Master's programs is $60,900 USD. This covers Fall and Spring semesters.
LivingEstimated annual living expenses are $29,482 USD, which includes housing ($14,752), food ($8,664), books and supplies ($2,212), personal and miscellaneous ($4,098), travel allowance ($1,756), transportation fee ($302), and technology fee ($490). Health insurance costs are to be determined.
These figures are for the 2026-2027 academic year and are subject to change. Additional fees include a student activities fee of $244 per academic year. Estimated loan fees of $1,500 apply for students borrowing federal loans.
How to apply
1. Prepare Required DocumentsGather all necessary documents, including transcripts, your resume, statement of purpose, and arrange for letters of recommendation. Ensure your TOEFL score is ready if English is not your native language.
2. Complete Online ApplicationAccess the School of Computer Science (SCS) online application portal. Follow the SCS Online Graduate Application Instructions carefully. When asked about GRE test dates, enter any future date as GREs are not required.
3. Submit TranscriptsUpload a PDF of your most recent transcript from every college and/or university you have attended, even if no degree was awarded.
4. Upload ResumeSubmit your resume in PDF format.
5. Write Statement of PurposePrepare a statement outlining your research interests, experience, and objectives. You may also include an optional paragraph describing contributions to outreach or promoting diversity, equity, and inclusion.
6. Arrange Letters of RecommendationEnsure three letters of recommendation are submitted on your behalf. At least two of these should be from faculty members or recent employers.
7. Submit TOEFL ScoresIf your native language is not English, ensure your official TOEFL iBT scores (minimum 100) are sent. We do not issue waivers for this requirement, regardless of prior English-medium education.
Scholarships
Rales Fellowship ProgramVaries
Graduate Student Conference FundingVaries
Professional Engagement FundingVaries
Scholarly Project Funding$750
Frequently asked questions
What are the tuition and living costs for the M.S. AI Engineering in Civil and Environmental Engineering program?
+
The estimated annual tuition for Master's programs is $60,900 USD for the 2026-2027 academic year. Estimated annual living expenses, including housing, food, and supplies, are $29,482 USD.
How long does the M.S. AI Engineering in Civil and Environmental Engineering program take to complete?
+
The program is designed to be completed in 3 semesters.
What are the English language proficiency requirements for international students?
+
International applicants whose native language is not English must submit a TOEFL iBT score of at least 100 overall. Waivers for this requirement are not issued.
When does the application period open for the M.S. AI Engineering in Civil and Environmental Engineering program?
+
The application period for Fall 2027 admissions opens on September 9, 2026. Applications are only accepted for the Fall semester.
Are GRE scores required for admission to the M.S. AI Engineering in Civil and Environmental Engineering program?
+
No, GRE scores are not required for admission. If prompted to enter a GRE test date during the application process, you may enter any future date as this field is disregarded.
What kind of academic background is recommended for applicants?
+
A strong undergraduate background in Computer Science, Biology, Chemistry, Biomedical Engineering, or a combination thereof is strongly encouraged. College-level coursework in life sciences, statistics, and programming is also recommended.