Palestine AI Job Risk 2026: 720k Workers Ranked by AI Exposure

720k workers, PCBS Labour Force Survey 2025

Employment data comes from ILO ILOSTAT (CC BY 4.0), based on the Palestinian Central Bureau of Statistics (PCBS) Labour Force Survey 2025, using ISCO-08 major group classifications. The data covers approximately 719,890 formally tracked Palestine workers, primarily reflecting West Bank employment conditions due to the suspension of comprehensive Gaza data collection since October 2023.

Palestine's occupational structure is shaped by several structural factors that distinguish it from other economies at similar income levels. First, the Palestinian Authority is the dominant formal employer, with an estimated 150,000-180,000 employees on the PA payroll across the West Bank (per World Bank estimates). UNRWA, which operates schools and clinics across the occupied territory, is the second-largest employer of Palestinians. This creates an outsized public-sector professional workforce relative to private sector economic activity.

Second, remittances play a significant role in Palestinian household incomes. Palestinian workers in Israel, Jordan, and the Gulf (particularly before 2023) have historically supplemented domestic wages. The services and trade sectors in Ramallah and other West Bank cities are relatively developed by regional standards - mobile money, e-commerce, and tech startup activity (supported by organisations like the Palestinian Information Technology Association of Companies, PITA) have grown since 2018.

The most AI-exposed jobs in Palestine

Clerical support workers score 8.5/10 on AI exposure, covering 46,240 workers - 6.4% of employment. This includes administrative staff in Palestinian Authority ministries, clerks at the Palestinian Monetary Authority and commercial banks (Bank of Palestine, Arab Bank's West Bank operations, Cairo Amman Bank), NGO programme coordinators and data entry staff, and administrative support in Ramallah's growing tech sector. Document processing and routine administrative tasks in these environments are precisely the tasks where current AI tools are already showing displacement potential.

Professionals at 6.5/10 cover 163,440 workers - 22.7% of the workforce. This is composed primarily of teachers in PA and UNRWA school systems, nurses and doctors in government hospitals and UNRWA clinics, and professional staff in the Ramallah-based NGO ecosystem. Also included are IT professionals (a growing segment) and lawyers and accountants serving the West Bank private sector. Not all professional roles face equal AI exposure - doctors and teachers in resource-constrained settings face lower near-term risk than, for example, Ramallah-based financial analysts or software developers.

Technicians and associate professionals at 5.5/10 cover 46,960 workers - 6.5% of employment. This includes paramedical staff, ICT technicians, and technical supervisors in construction and manufacturing.

Why professionals and not agriculture dominate

Palestine's professional share of 22.7% stands in striking contrast to most other countries in this Tier 3 batch, where agriculture typically accounts for 30-50% of employment. The answer lies in three structural features. First, the Palestinian Authority - established under the Oslo Accords - built a large public administration apparatus that became the primary formal employer. Education alone employs an estimated 40,000-50,000 teachers across the West Bank under PA payroll. Health employs a further 15,000-20,000 clinical staff.

Second, UNRWA operates the largest non-governmental education and health network in the West Bank, with approximately 8,000 staff (many of them professional teachers and nurses) employed directly by UNRWA's West Bank operations. A further 28,000 UNRWA staff are employed across Gaza, though the operational status of those positions since October 2023 is severely disrupted. Third, the international NGO sector concentrated in Ramallah (where dozens of international organisations - EU, USAID contractors, WHO, UNICEF, Save the Children, Oxfam - maintain West Bank offices) employs thousands of Palestinian professionals in programme management, research, data analysis, and communications roles.

The result is an occupational structure that looks more like a middle-income country's public sector than the agricultural and informal economy that Palestine's GDP per capita (approximately $3,800 PPP, World Bank estimate) would suggest.

The safest jobs in Palestine

Elementary occupations score 2.0/10 on AI exposure, covering 51,840 workers - 7.2% of employment. This includes market workers, domestic workers, construction labourers, and general informal-sector workers across West Bank cities and rural areas.

Craft and trades workers score 2.5/10 and represent the third-largest group at 95,370 workers - 13.3% of employment. Construction trades have historically dominated this category, with Palestinian masons, tilers, plumbers, and electricians working both in the West Bank private market and (before 2023) in Israeli construction. The current labour market disruption from reduced access to Israeli worksites has significantly reduced employment in this group compared to pre-2023 levels, though this is a political and access issue rather than an AI risk.

What this means for Palestine workers

For Palestinians in Ramallah's growing tech and NGO sector, AI tools are already arriving as productivity aids and will increasingly arrive as substitutes for routine professional and clerical tasks. Programme reporting, data analysis, grant writing, and administrative management - the bread-and-butter of NGO work - are among the tasks where AI tools are showing the strongest near-term productivity gains. Palestinian IT professionals, who increasingly work remotely for regional and international clients, are among the more directly exposed workers to AI-driven competition.

For the majority of Palestinian workers - those in construction trades, services, and agricultural work - AI displacement is not the proximate risk. The structural challenges of restricted movement, access to Israeli markets, international aid dependency, and political uncertainty create far more immediate constraints on employment and wages than AI adoption timelines driven by global technology companies.

The 40,200 armed forces workers (5.6% of employment) reflect the security apparatus of the Palestinian Authority, a relatively large share by regional standards. This group scores 2.5/10 on AI exposure - not because security roles are unaffected by AI-driven surveillance and detection tools, but because the physical and operational nature of security work in the West Bank context limits near-term displacement potential.