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Africa needs a decisive pivot towards innovation-led growth powered by data and frontier technologies

26 mars, 2026
Africa needs a decisive pivot towards innovation-led growth powered by data and frontier technologies

By Claver Gatete*

Africa’s growth story over the past two decades is real, but it is not yet transformative. Across the continent, GDP has risen on the back of more workers, more capital and a commodity super-cycle, rather than through genuine gains in productivity and innovation. Too little labour has moved out of subsistence agriculture into higher-productivity manufacturing and modern services. As the recent Africa Business Forum concluded in Addis Ababa, if Africa is to create the tens of millions of quality jobs its young people need over the coming decade, it must pivot decisively from input‑driven growth to innovation-led growth powered by data and frontier technologies.

Our 2026 Economic Report on Africa comes at a time when governments are realising that this pivot is no longer optional. It is the only credible route to resilient, inclusive and sustainable development amidst climate shocks, tightening financing conditions, geopolitical challenges and rapid technological change. Frontier technologies, from artificial intelligence and advanced data analytics to the Internet of Things, robotics and clean energy solutions, are already reshaping value chains in agriculture, manufacturing, services and public administration. The question for African policymakers and industry leaders is not whether these technologies will transform the labour market, but whether the continent will shape that transformation, or simply adjust to it on other people’s terms.

Preparing for the jobs of the future starts with an honest diagnosis of the skills challenge. Today, only a small share of African children achieve minimum reading proficiency by age 10; enrolment in technical and vocational education remains low; and tertiary enrolment lags far behind global averages. This is a recipe for exclusion from a technology‑intensive global economy. Countries need comprehensive national skills compacts that place foundational learning, STEM education and digital literacy at the centre of economic strategy, not as an add‑on. That means curriculum reforms that prioritize problem‑solving, coding, data literacy and creativity; large‑scale teacher upgrading; and robust partnerships between universities, TVET colleges and industry to ensure training aligns with real labour market demand.

Encouragingly, some countries are already moving in this direction. For example, Kenya’s digital innovation ecosystem – from mobile money to platform-based logistics and e‑commerce – is creating new occupations in fintech, digital marketing, data services and platform management that barely existed a decade ago. Rwanda has positioned itself as an African testbed for emerging technologies, investing heavily in broadband, digital public services and coding academies to build a workforce ready for data‑driven and AI‑enabled jobs. In Egypt, Morocco and South Africa, automotive and renewable energy value chains are spawning new roles in advanced manufacturing, battery technology and solar and wind engineering. Tangier, the city that is due to play host to the ECA Conference of Ministers of Finance and Economic Development this March, has a world-class frontier technologies port that rivals many in developed countries. These examples show that when countries align education, industrial policy and digital strategy, they can start to bend their labour markets towards the industries of the future.

But skills alone will not deliver the jobs dividend. Workers need productive firms to hire them, and firms need an enabling ecosystem to innovate. That is why the report stresses the importance of industrial and innovation policy that deliberately integrates frontier technologies in Africa’s productive sectors. In agriculture, for instance, the jobs of the future will be in climate‑smart farming, agri‑data services, precision input distribution and digital extension. Realizing that potential requires investment in irrigation, rural broadband, data platforms, and support for agritech start‑ups that can tailor frontier tools, from sensors to satellite imagery and AI‑based advisory services, to local realities. In manufacturing, governments can use industrial parks and special economic zones to attract firms deploying automation, smart logistics and advanced materials, while negotiating technology transfer and local supplier development that expand skilled employment.

At the same time, Africa must treat data as a strategic economic asset, not an afterthought. Data underpins frontier technologies across all sectors – yet much of the continent’s data is stored and processed offshore, with limited value captured locally. Building a data economy that creates jobs means investing in data centres, cloud infrastructure, high‑performance computing and secure connectivity, while developing clear rules on data governance, privacy, cross‑border flows and competition. It also means supporting local firms that work along the data value chain – from collection and labelling to analytics and AI services – and equipping young people with the skills to work as data engineers, analysts, ethicists and product managers. If Africa continues to export raw data while importing high‑value digital services, it will simply reproduce its traditional commodity trap in digital form.

The financing model for innovation and jobs must also change. Traditional banking systems, focused on collateralized lending, are poorly suited to high‑risk, intangible‑asset‑driven technology ventures. African countries can begin to close this gap by creating blended finance facilities, innovation bonds, public venture funds and regional credit lines that crowd in private capital for high‑productivity sectors. Public procurement can be a powerful lever here: by designing innovation‑friendly tenders and reserving space for local digital and tech providers, governments can create predictable demand that helps start‑ups and SMEs grow and hire. Some countries are already experimenting with sandboxes and innovation challenges in fintech, e‑health and govtech, signalling how policy can catalyse new job‑creating ecosystems.

None of this is without risk. Frontier technologies are already automating routine tasks and reshaping value chains in ways that can displace workers, widen social and gender inequalities and deepen digital divides. Jobs will not disappear overall, but they will change – and some will vanish. Preparing for that disruption demands robust social protection systems, active labour market policies and targeted support for women and youth to access training, finance and technology. It also requires serious attention to cybersecurity, data protection and platform regulation to prevent predatory practices, safeguard rights and maintain trust in digital systems. If governance lags too far behind innovation, the labour market will absorb the adjustment costs through informality, underemployment and social tension.

Africa starts this journey with significant advantages. It is home to the world’s youngest population, vast critical mineral reserves essential for clean energy and technology manufacturing, and some of the best solar resources on the planet. These assets can underpin new waves of green industrialization – in batteries, electric mobility, green hydrogen, clean power and digital infrastructure – creating diverse, future‑oriented jobs in engineering, construction, maintenance, data and services. But to convert potential into reality, countries must abandon the comfort of input‑driven growth and embrace a more demanding agenda: one that puts skills, innovation ecosystems, data, and frontier technologies at the heart of economic strategy. With the AfCFTA as our Marshall Plan, we have the rules and platform for continental scaling, leading to shared prosperity in jobs, created from harnessing data and frontier technologies.

The jobs of the future are being designed today, in how Africa educates its children, regulates its data, finances its innovators and plans its infrastructure. If African countries act with urgency and purpose, they can shape a labour market that is more productive, more inclusive and more resilient than the one they inherited. If they hesitate, the continent risks remaining a consumer of other people’s technologies and a supplier of low‑value labour and raw materials. In the end, the real question is simple: will Africa harness frontier technologies to accelerate economic growth and structural transformation, or remain on the margins of the industries shaping the twenty-first century? The choice is clear; the window is narrow; and the time to prepare Africa’s workforce for the frontier economy is now. This is how we can ensure sustainable economic growth on the continent.

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*Claver Gatete is Under-Secretary-General and Executive Secretary of the UN Economic Commission for Africa.