Skip to content

A personal initiative of Laurence Liew · Author of AI-First Nation

AIFN Insights

AIAP Widens Singapore’s AI Talent Pool To Fuel Inclusive Innovation

Singapore has grand ambitions of becoming a global AI innovation and talent hub. AI engineers remain a critical part of the ecosystem, but building world-class AI applications requires a diverse AI talent pool beyond coders and data scientists.

The roles AIAP apprentices land

AI Singapore’s AI Apprenticeship Programme (AIAP) is one of the premier programmes producing real-world-ready AI Engineers. Beyond AI Engineer or Data Scientist, our apprentices have also gone on to take other roles, such as:

Developing this AI talent pool does more than enhance technical skills. It also fosters a culture of innovation across various sectors.

The AIAP tracks from batch 15

From batch 15 onwards, we will run multiple tracks by job role, each with mentorship from practising experts in these fields within my team. The aim is to prepare our AIAPs for the roles they aspire to and to widen Singapore’s AI talent pipeline beyond AI engineering.

The AI Engineers track targets individuals with intermediate ML knowledge looking to become full-fledged AI engineers. The curriculum advances AI and ML skills, model deployment and software engineering best practices through projects from the 100E programme.

The MLOps Engineers track equips software engineers to operationalize machine learning systems at scale. Participants learn ML model deployment, continuous monitoring, version control and automation techniques on cloud platforms, with the aim of keeping ML systems performant, reliable and fair in production through continuous improvement cycles.

The Prompt Engineers track suits professionals with foundational AI knowledge who want to optimize large language models through prompt engineering. The curriculum covers natural language understanding, dataset curation, loss function design and ethics considerations. It cultivates prompt engineers who use the power of LLMs responsibly through careful tuning, evaluation and supervision.

The AI Product Managers track gives candidates looking to drive AI product development foundational knowledge in user research, product marketing, agile methodology and team leadership.

The AI Consultants track is for business and management professionals aspiring to become AI consultants. It covers AI strategy, innovation road-mapping, business case development and communication skills.

Where our apprentices come from

The table below shows the diverse backgrounds of our AIAP apprentices. Some come from STEM, but many do not hold a STEM degree. That is the beauty and innovation of the AIAP programme.

AIAP Talents Background

What the wider tracks achieve

By expanding beyond just AI engineers, AIAP aims to nurture a talent pool that spans the AI development cycle, from data curators to ethicists and prompt engineers to product managers. This balanced ecosystem will be better equipped to build inclusive AI applications that work for everyone.

The AIAP-focused tracks groom and train participants to excel in their respective roles, so they graduate with the right skills and expertise, job-ready.

Singapore needs partners and talent from diverse backgrounds to harness AI for good, ethically and sustainably. Expanding AIAP to a broader scope of AI-related jobs aims to fuel a wave of AI-driven transformation for inclusive growth and shared prosperity.

AIAP is now inviting applications for its latest batch of programmes. AI Singapore welcomes individuals with the passion, grit and determination to push the boundaries of what’s possible with AI for the common good.

The journey to build an AI-ready and future-proof workforce has just begun. Together, we can create an AI culture of innovation that ensures no one is left behind in the digital economy. AI for Everyone in Singapore.

Apply to join AIAP the programme today!