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Check if your qualifications meet this program's admission requirements.
14 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
Human Skills
Other
Total skills
14
Core skills
12
High demand
2
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?
““The industry knows what UID students can deliver” Alumni Having studied the Master´s Programme of Advanced Product Design at Umeå Institute of Design (UID), the transition to work as an industrial designer was smooth for Natalia Ikebara.”
View sourceTech & data strength
Will you build strong technical skills (data, software, AI tools)?
“Project 1: Methodology in product design Using user-centred methods like field work and participatory design, this project delivers tailored products or systems for specific user groups, developed with external partners.”
View sourcePeople skills
Does it build communication, teamwork, and leadership?
“The programme is project-based and a major part of the project work is done in collaboration with external partners.”
View sourcePractical learning
Do you learn by doing (projects, labs, real-world work)?
“Student work – Conceptual product solutions Project 4: Degree project A self-directed final project where students define their own design challenge and collaborate externally, culminating in a professional presentation across written, visual, and exhibition formats.”
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?
Based on this program's field (AI, Data & Intelligent Systems), curriculum structure, and institution profile. How we score →
How 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
“The industry knows what UID students can deliver” Alumni Having studied the Master´s Programme of Advanced Product Design at Umeå Institute of Design (UID), the transition to work as an industrial designer was smooth for Natalia Ikebara.
View sourceProject 1: Methodology in product design Using user-centred methods like field work and participatory design, this project delivers tailored products or systems for specific user groups, developed with external partners.
View sourceThe programme is project-based and a major part of the project work is done in collaboration with external partners.
Student work – Conceptual product solutions Project 4: Degree project A self-directed final project where students define their own design challenge and collaborate externally, culminating in a professional presentation across written, visual, and exhibition formats.
View sourceThe cutting-edge digital infrastructure with multiple computer labs and studios allow students to master 3D-modelling, digital sketching, electronic prototyping and programming.
View sourceStudent work – Conceptual product solutions Project 4: Degree project A self-directed final project where students define their own design challenge and collaborate externally, culminating in a professional presentation across written, visual, and exhibition formats.
View source