Belarus's approximately 4.8 million workers score a weighted average AI exposure of 4.40/10 - a notable figure for an economy operating under significant Western sanctions and ongoing political constraints since 2020. Belarus built one of Eastern Europe's most impressive technology ecosystems through the High Technology Park (HTP) in Minsk - a special economic zone that housed 800+ IT companies and generated $2.5 billion in software export revenue in 2021. The post-2020 protest emigration removed an estimated 100,000 or more skilled IT workers to Poland, Lithuania, and Ukraine - and many moved again after 2022. That talent exodus partially hollowed the HTP but also reshaped the workforce composition, reducing the share of highly exposed professionals while the structural vulnerability among clerical workers and state enterprise administrators remained unchanged.
Belarus occupation data comes from ILO ILOSTAT and the National Statistical Committee of the Republic of Belarus (Belstat) Labour Force Survey 2025. Belstat uses ISCO-08 aligned occupation categories for the formal sector workforce. The dataset covers approximately 4.8 million workers in formal employment - Belarus maintains a large state enterprise sector that still dominates manufacturing, agriculture, and utilities, creating a workforce distribution quite different from market economy peers at similar income levels.
| Occupation Group | AI Score | Workers (est.) | Share (est.) |
|---|---|---|---|
| Clerical support workers (ISCO 4) | 8.5/10 | ~149,000 | ~3.1% |
| Professionals (ISCO 2) | 6.5/10 | ~1,100,800 | ~23.0% |
| Technicians and associate professionals (ISCO 3) | 5.5/10 | ~477,900 | ~10.0% |
| Managers (ISCO 1) | 5.5/10 | ~475,000 | ~9.9% |
| Service and sales workers (ISCO 5) | 3.5/10 | ~725,200 | ~15.1% |
| Plant and machine operators (ISCO 8) | 3.0/10 | ~662,400 | ~13.8% |
| Craft and related trades (ISCO 7) | 2.5/10 | ~747,000 | ~15.6% |
| Elementary occupations (ISCO 9) | 2.0/10 | ~333,300 | ~6.9% |
| Skilled agricultural workers (ISCO 6) | 3.0/10 | ~126,800 | ~2.6% |
Clerical support workers (ISCO 4) score 8.5/10 - the peak exposure in Belarus, though a comparatively small 3.1% of the workforce. The concentration of this risk is not in private sector financial services as in neighbouring Baltic states, but in Belarus's sprawling state enterprise administrative structures. Belaruskali (potash fertiliser - around 20% of global market), Belarusian Steel Works (BMZ), MAZ (truck manufacturing), BELAZ (mining trucks), and the agricultural collective infrastructure all maintain large clerical and administrative workforces handling procurement documentation, payroll processing, and regulatory compliance. These functions map directly onto the task profiles AI tools target first: document classification, data entry, form processing, and standardised correspondence.
Professionals at 23.0% of the workforce score 6.5/10 - Belarus's single largest occupation group by far. Before 2020, Belarus's professional class was unusually technology-oriented for an economy of its income level. The HTP produced software engineers, cybersecurity professionals, and product managers at scale through Minsk's technical universities - Belarusian State University of Informatics and Radioelectronics (BSUIR) and Belarusian National Technical University (BNTU). After the 2020 emigration wave and acceleration post-2022, the residual professional workforce skews more toward state-sector engineers, healthcare, and education workers rather than IT professionals, but the structural exposure score remains elevated because the professional ISCO group spans both subgroups.
The High Technology Park (Park vysokikh tekhnologiy, or HTP) was established by Presidential Decree No. 8 in 2005 - an early and aggressive bet on building an IT export economy inside a command-economy state. The model worked: by 2021 HTP resident companies numbered over 800, employed approximately 65,000 IT specialists, and exported $2.5 billion in software and IT services - primarily to North American and Western European clients. EPAM Systems, founded in Minsk in 1993 by Arkadiy Dobkin, grew from this environment and listed on the NYSE; by 2021 it was Belarus's most valuable company export by market capitalisation. Wargaming (World of Tanks) was headquartered in Minsk until 2022. Viber originated in Minsk before acquisition by Rakuten. The 2000s and 2010s established Belarus as a genuine software engineering talent hub on a global scale.
The post-election protests of August 2020 and subsequent government crackdown began an emigration wave that the IT sector absorbed disproportionately. Estimates from Belarusian civil society organisations and the Polish IT sector employer associations suggest between 50,000 and 100,000 IT-adjacent workers left Belarus between 2020 and 2022, the majority relocating to Warsaw, Vilnius, and Kyiv. The February 2022 Russian invasion of Ukraine - and Belarus's role as a staging territory - caused a second wave: many who had relocated to Kyiv moved again to Warsaw, Krakow, or Western European cities. EPAM Systems itself ceased Belarusian operations and accelerated Ukrainian and Polish hiring. By 2024, HTP resident companies numbered fewer than 500 and IT export revenues had declined substantially from the 2021 peak.
Western sanctions implemented from 2020 onward - expanded after the Ryanair flight diversion in May 2021 and further after Russia's 2022 invasion - constrain technology investment in Belarus. EU and US sanctions restrict financial services access, limit access to advanced semiconductor components, and make business relationships with Western technology vendors legally complex for Belarusian-based entities. Despite this, Belarus's recovery resilience score (7.5/10, reflecting social-protection coverage and the state's capacity to support labour-market transitions) is high - the country's extensive state enterprise safety net and social protection system provide a structural cushion for displaced workers that many open-market peers at similar income levels lack, even as the sanctions regime constrains commercial AI adoption speed.
Belarus's physical economy - manufacturing, construction, and elementary services - employs approximately 38% of the formal workforce at 3.0/10 AI exposure or below, providing a substantial buffer in the aggregate score. Agriculture, despite its cultural prominence in Belarus's collective-farm economy, is a comparatively small formal-sector employer at just 2.6% of the workforce.
| Occupation Group | AI Score | Workers (est.) | Share (est.) |
|---|---|---|---|
| Elementary occupations (ISCO 9) | 2.0/10 | ~333,300 | ~6.9% |
| Craft and related trades (ISCO 7) | 2.5/10 | ~747,000 | ~15.6% |
| Plant and machine operators (ISCO 8) | 3.0/10 | ~662,400 | ~13.8% |
| Skilled agricultural workers (ISCO 6) | 3.0/10 | ~126,800 | ~2.6% |
Craft and trades workers (ISCO 7) at 15.6% of the workforce - Belarus's second-largest occupation group - score 2.5/10. Belarus's industrial state enterprises require large numbers of skilled tradespeople - welders, machinists, electricians, and instrument fitters - for the MAZ truck plants, BelAZ mining equipment facilities, and the Minsk Tractor Works (MTZ). These roles require physical precision, in-situ problem-solving, and adaptation to variable equipment conditions that current robotic systems cannot replicate cost-effectively in the lower-capital-investment environment that characterises Belarusian industrial enterprises. Plant and machine operators (ISCO 8) score 3.0/10 across 13.8% of the workforce and are heavily employed in Belaruskali's potash mining operations - one of the world's largest underground mining operations - where conditions require human adaptability. Agricultural workers, despite the collective farm (kolkhoz and sovkhoz successor) structure's cultural weight, make up only 2.6% of formally counted employment, handling livestock management, crop cultivation, and maintenance of agricultural machinery across the flat Belarusian terrain.
Belarus's 4.40/10 weighted average sits in the middle of the range for economies of its income level. Risk velocity, at 8.5/10, is high - reflecting Belarus's relatively developed digital infrastructure and formal-sector data systems - meaning whatever AI exposure exists here is likely to arrive on a fast timeline rather than a slow one, sanctions notwithstanding.
The distinctive and genuinely counterintuitive factor for Belarusian workers is recovery resilience at 7.5/10 - high, not low. This reflects Belarus's extensive state-run social protection system and workforce human-capital investment, both of which the underlying methodology weighs directly. It does not mean the post-2020 IT emigration and Western sanctions are without economic cost - EPAM Systems' departure and the HTP's shrinkage from 800+ to fewer than 500 resident companies by 2024 are real, documented losses to the country's most internationally competitive sector. But for the mass of workers who did not emigrate and are not employed in the shrinking IT sector, Belarus's state enterprise system provides structural support for labour-market transitions that many market economies at similar income levels lack.
For workers currently in the highest-exposure roles - state enterprise clerks and administrative coordinators, at 8.5/10 but only 3.1% of the workforce - the disruption risk is real and concentrated, but small in absolute headcount (roughly 149,000 workers). The much larger professional class (23.0% of employment, 6.5/10) faces more moderate exposure spread across a far bigger group. For the 38% of the workforce in craft trades, plant operation, and elementary roles at 3.0/10 or below, AI substitution risk remains low over a 5-10 year horizon regardless of the country's political or sanctions situation - these are physical, in-situ roles that current AI and robotics cannot replicate cost-effectively in Belarus's industrial base.
Interactive breakdown of every occupation group, sortable by AI exposure score and worker count.
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AI exposure, robotics, offshoring and work-from-home scores are model-estimated: an AI language model (Claude Opus 4.7) scored each ISCO-08 occupation group on 28 May 2026, guided by published research. They are informed judgements, not measurements, and not forecasts of job losses. "Risk velocity" and its time windows come from a digital-infrastructure index (broadband and secure servers), not from occupations or measured AI adoption. Read the full methodology and how the scores were checked.
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