Structure and contents
The MAISE features courses taught by world leading researchers of the Software Institute at the USI Faculty of Informatics. The study program consists of four modules: Software Engineering, Artificial Intelligence, Electives, and Master thesis. The Software Engineering module (36 ECTS) provides students with deep knowledge of state-of-the-art techniques. Topics related to this module are software design, software architecture, software performance, software analysis, domain-specific languages, and programming styles. The Artificial Intelligence module includes three courses (18 ECTS) teaching students techniques and tools to design and model data (1st semester), to use machine learning for software engineering (2nd semester), and to use AI for software testing and natural language processing for software engineering (3rd semester). The topics studied in the Software Engineering and the Artificial Intelligence modules are continuously integrated through the whole course of study. This is done by devoting 18 ECTS to project-based learning during the Design 101, the Visual Analytics Atelier, and the Neural Code Analysis atelier. The Electives module includes 18 ECTS, that the student can freely select from a given list of courses offered at the USI Faculty of Informatics based on his/her personal preference. Finally, the remaining 36 ECTS are dedicated to the Master thesis. Students will use the 6 ECTS of the 3rd semester to visit the research groups of the Software Institute of the Faculty of Informatics and to prepare a thesis proposal. Then, they will work full time on the thesis in the 4th semester in the research group of their choice.
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Study programme 2026-2028 (Master in Software Engineering with AI)
Course ECTS Semester I Core courses Data Design & Modeling 6 Design 101 6 Engineering of Domain Specific Languages 3 Programming Styles 3 Software Design & Modeling 6 Elective courses Advanced Java Programming 6 Distributed Systems 6 High-Performance Computing 6 Mobile and Wearable Computing 6 Semester II Core courses Machine Learning for Software Engineering 6 Software Analysis 6 Software Architecture 6 Visual Analytics 6 Elective courses Advanced Networking 6 Business Process Modeling, Management and Mining 3 Information Security 6 Security Aspects of Machine Learning 3 Software Quality & Testing 6 Semester III Core courses AI-Based Software Testing 3 Natural Language Processing for Software Engineering 3 Neural Code Analysis 6 Software & Data Engineering Seminar 6 Software Performance 6 Elective courses Advanced Java Programming 6 Distributed Systems 6 High-Performance Computing 6 Mobile and Wearable Computing 6 Semester IV Master Thesis 30 -
Study programme 2025-2027 (formerly Master in Software and Data Engineering)
First semester
ECTS 6 6
3 3 6 Electives (6 ECTS)
6 6 6 6 Second semester
ECTS 6 6 6
6
Electives (6 ECTS)
6 Business Process Modeling, Management and Mining 3 6 Security Aspects of Machine Learning 3 6 Third semester
AI-Based Software Testing 3 Natural Language Processing for Software Engineering 3 6 Neural Code Analysis
6
6 Electives (6 ECTS)
6 6 6 6 Fourth semester
Master Thesis
30 TOTAL ECTS
120 Please be aware that slight changes in the study programme may occur.
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Research summer internships for students - UROP Internships
The Faculty of Informatics encourages and promotes the talent of its Bachelor and Master students by offering them summer internships in academic research within the programme Undergraduate Research Opportunities Program - UROP.
Internships are extracurricular, and access is on a competitive basis. Students work one-on-one with an advisor to develop a deeper understanding of both the concepts taught during the semester and the research topic. Students considering continuing in academia should seriously consider applying for a UROP position.
All research opportunities for this year are listed here.
See all the job and internship opportunities in the USI Job Bank.
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Teaching
The Master in Software and Data Engineering features courses taught by internationally renowned professors, being leading researchers at the USI Software Institute.
The teaching philosophy implemented throughout the Master aims at preparing and facilitating the student’s process of self-learning and self-acquisition of valuable knowledge and skills. Students master core design thinking processes, learning how to analyze a problem, define different solution strategies, analyze trade-offs and take a suitable design decision taking into account relevant constraints. Students learn valuable lessons while facing real world datasets to be explored and prove themselves by building the software to do so.
All courses promote a mix of theory with practice, featuring a hands-on, learning-by-doing approach, with short-/long-term projects in which students apply what they study to concrete problems and datasets taken from the real world. Students are also expected to substantially improve their collaboration, presentation and communication skills, thanks to the public project presentations planned for most of the courses.
Academic Director: Cesare Pautasso
Co-Director: Matthias Hauswirth -
Language
Admission to English-language Master’s programmes at USI requires a good command of English. Applicants whose previous degree was obtained in a language other than English are required to provide an internationally recognized language certificate at the B2+ level as defined by the Common European Framework of Reference for Languages (CEFR), or an equivalent test result (e.g., TOEFL, IELTS, etc.).
The B2+ level on the CEFR corresponds to the following scores in internationally acknowledged exams:
Score IELTS 6.5 TOEFL Internet-based: 85 Cambridge English First grade B TOEIC Listening & Reading: 860
Speaking: 170
Writing: 170Important:
- The language certificate must be included in the application package: candidates whose Bachelor's was entirely taught in English must upload an official document mentioning the tuition language (e.g., official transcript, diploma supplement, or any other official certificate issued by the university) in the application form.
- We only accept the above English qualifications (IELTS, TOEFL, Cambridge English, TOEIC).
- The certificate must still be valid at the point of the application. We generally cannot accept language test results older than three years as of September 1st.
- Certificates obtained by passing the IELTS Academic Online or TOEFL iBT Home Edition tests may also be submitted for admission to the programme.
Italian
As Lugano is located in the Italian-speaking part of Switzerland, students might be interested in acquiring the basics in Italian.
The Università della Svizzera italiana offers a free of charge Italian language course: further information can be found here.