Each intake has its own application route. We show official links so you can verify and apply confidently.
Check if your qualifications meet this program's admission requirements.
10 skills mapped from curriculum analysis
These skills are derived from curriculum analysis and industry alignment. Primary skills are core to the program; others are developed through coursework and projects.
Core skills
Additional skills
Technical Skills
Thinking & Problem Solving
Human Skills
Data & Analytics
Total skills
10
Core skills
5
High demand
4
This is based on the AI, Data & Intelligent Systems Future Field and its subfields (not program‑specific promises). Use the official program page for curriculum details.
Why this field matters
Artificial intelligence, machine learning, data science, and computational systems
Career outcomes snapshot
A quick, visual overview of common outcomes in this field (roles + paths + subfields). It’s field-level context — not a promise for this specific program.
Roles
9
Paths
8
Subfields
3
Top roles
Typical paths
Subfields
Looking for a Master's in AI, Data & Intelligent Systems? Compare intakes above and verify curriculum details on the official programme page.
A–F framework evaluation • Each score is backed by evidence
6-dimension future-readiness evaluation
Future relevance
Is this program connected to fast-growing careers?
“Description of the programme The programme consists of courses in advanced qualitative and quantitative research methods, equity, social epidemiology, sustainability, and evaluation in public health.”
View sourceTech & data strength
Will you build strong technical skills (data, software, AI tools)?
“Description of the programme The programme consists of courses in advanced qualitative and quantitative research methods, equity, social epidemiology, sustainability, and evaluation in public health.”
View sourcePeople skills
Does it build communication, teamwork, and leadership?
Based on this program's field (AI, Data & Intelligent Systems), curriculum structure, and institution profile. How we score →
Practical learning
Do you learn by doing (projects, labs, real-world work)?
“Active, collaborative, and reflective learning Our Pedagogical Vision of the Educational Environment is based on core principles and didactic strategies including active, collaborative, and reflective learning.”
View sourceInnovation & entrepreneurship
Does it support innovation, startups, or building new things?
Based on this program's field (AI, Data & Intelligent Systems), curriculum structure, and institution profile. How we score →
Global & ethical impact
Does it cover sustainability, ethics, and global perspective?
“Description of the programme The programme consists of courses in advanced qualitative and quantitative research methods, equity, social epidemiology, sustainability, and evaluation in public health.”
View sourceHow we calculate these scores
Our A–F framework evaluates programs across 6 dimensions of future-readiness. Scores combine: field alignment (how the program's field connects to growing industries), curriculum signals (keywords, course structure, learning outcomes), and institution profile (research focus, industry partnerships). This program has 6 verified citations from official sources.
Learn more about our methodologyMojo can build a personalized shortlist based on your profile. Or talk to a human advisor.
Promise: no sales pressure — just clarity.
Industry insights verified by Mojo
Big-picture context for AI, Data & Intelligent Systems. These sources show why the field is growing — not specific program details.
AI and big data are the fastest-growing skills
World Economic Forum • 2025-01-01
AI and big data top the list of fastest-growing skills, followed closely by networks and cybersecurity as well as technology literacy.
Read sourceTechnology roles are among the fastest-growing jobs
World Economic Forum • 2025-01-01
Technology-related roles are the fastest-growing jobs in percentage terms, including Big Data Specialists, Fintech Engineers, AI and Machine Learning Specialists and Software and Application Developers
Read sourceAI is set to create around 11 million jobs by 2030
World Economic Forum • 2025-01-01
AI and information-processing technologies are expected to create about 11 million jobs by 2030 while displacing 9 million — a larger swing than any other technology.
Read sourceGenerative AI could add $2.6–4.4 trillion to the global economy each year
McKinsey & Company • 2023-06-01
McKinsey identifies 63 generative-AI use cases across 16 business functions that could deliver $2.6–4.4 trillion in value annually — raising the impact of all AI by 15–40%.
Read sourceCitations from official sources
Description of the programme The programme consists of courses in advanced qualitative and quantitative research methods, equity, social epidemiology, sustainability, and evaluation in public health.
View sourceDescription of the programme The programme consists of courses in advanced qualitative and quantitative research methods, equity, social epidemiology, sustainability, and evaluation in public health.
View sourceActive, collaborative, and reflective learning Our Pedagogical Vision of the Educational Environment is based on core principles and didactic strategies including active, collaborative, and reflective learning.
Description of the programme The programme consists of courses in advanced qualitative and quantitative research methods, equity, social epidemiology, sustainability, and evaluation in public health.
View sourceA future university career in research is another possible path, since the programme is designed for those already working as, or planning to become, public health practitioners.
View source[Pedagogical Vision of the Educational Eenvironment](https://www.umu.se/en/education/programmes/second-year-of-masters-programme-in-public-health/pedagogical-vision-id2641209/) ### Master's thesis The master's thesis work is an important part of the studies in this programme.
View source