AI Talent Pipeline
Singapore's AI talent system is not a single path. It is a set of trackable project entry points: students, educators, career switchers, enterprise teams, and research talent from undergraduate to PhD.
Career conversion
AI Apprenticeship Programme (AIAP)
AIAP
Singapore flagship AI engineering apprenticeship: 6 or 9 months of full-time training, with apprentices building engineering, MLOps and deployment capability on real industry projects.
- 3-month deep-skilling phase
- 3 or 6 months on real-world projects
- Two-stage technical selection
Enterprise GenAI adoption
LLM Application Developer Programme (LADP)
LADP
A 16-week project-based GenAI programme for company teams, designed to turn workplace problem statements into deployable LLM applications.
- 4 weeks self-learning + 12 weeks project
- Company-owned problem statement
- Prompt engineering, RAG and agents
Research talent
AISG PhD Fellowship Programme
PhD Fellowship
Funding for PhD candidates pursuing fundamental AI research at Singapore autonomous universities, with focus areas including trustworthy, privacy-aware, resource-efficient, collaborative and continuous-learning AI.
- NUS, NTU, SMU or SUTD
- University nomination model
- Full tuition fee support
Undergrad-to-master research path
AI Accelerated Masters Programme (AMP)
AMP
A fast-track AI research route for Singapore citizens, supporting students near the end of undergraduate study and through a one-year Masters by Research.
- Apply in penultimate undergraduate year
- Masters by Research
- University nomination model
Public and workforce learning
LearnAI / AI for Industry
LearnAI
AI Singapore online learning gateway, covering AI literacy, AI4I, AI4K, educator courses, industry projects and partner learning resources.
- AI4I and AI4K series
- Partner resources including OpenAI Academy
- Student and educator tracks
Student applied challenge
National AI Student Challenge (NAISC)
NAISC
A national applied AI challenge for students. The 2026 edition has 8 tracks where students build AI prototypes around real enterprise and societal problem statements.
- Real problem statements
- Enterprise and institutional track owners
- Mentorship and workshops
International youth competition
International Olympiad in AI 2027 Singapore
IOAI 2027
The 4th International Olympiad in AI will be held in Singapore in 2027, co-hosted by AI Singapore and Nanyang Technological University.
- Global AI competition for high-school students
- Singapore first time hosting
- NOAI serves as local selection path
Schools and educators
AI Singapore Goes to School / TWA+
AI Goes to School
A school and educator enablement bundle, including a 2-hour student introduction, AI4K, AI for Students and the TWA+ teacher work-attachment programme.
- AI Singapore Goes To School
- AI4K courses for kids
- Teacher AI literacy
Sources: official AI Singapore, LearnAI, AIAP, NAISC and IOAI pages. Checked by this site on 2026-05-04.