AI × Indonesia Labor Market

How AI Will Reshape
146.5 Million Jobs

Indonesia's AI exposure is 35% lower than the US — not because AI can't reach here, but because our economy is built on hands. 67% of workers are in jobs AI can't touch.

420
Occupations
146.5M
Jobs Analyzed
3.2
Weighted Avg (0-10)
21.6M
High Exposure (7+)
Explore the Map → Methodology
Data from BPS Sakernas 2025 · KBJI 2014 · Scored by Gemini 2.5 Flash
01
Interactive Map
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Green = safe from AI. Red = high exposure. Area = number of jobs. Darkened sections = premium data (coming soon). Hover any occupation for detailed AI exposure analysis.

02
Exposure vs Outlook

Which jobs are both highly exposed to AI and declining? Cross-reference AI exposure with employment outlook to find the real danger zones — and the safe havens.

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03
Exposure Breakdown
Low (0-3)
98.7M
67.4% of all jobs
Moderate (4-5)
26.2M
17.9% of all jobs
High (6-7)
16.0M
10.9% of all jobs
Very High (8-10)
5.6M
3.8% of all jobs

Two-thirds of Indonesia's workforce is in low-exposure occupations — agriculture, construction, and manual trades that require physical presence and hands-on skill. Only 3.8% of jobs face very high AI exposure, concentrated in digital-first roles like software development, data entry, and financial analysis.

04
Indonesia vs United States
🇮🇩
Indonesia
3.2 / 10
420 occupations · 146.5M jobs
Agriculture: 27.2% of workforce
High exposure (7+): 14.7%
Informal sector: ~60%
🇺🇸
United States
4.9 / 10
342 occupations · 143M jobs
Agriculture: 1.5% of workforce
High exposure (7+): ~35%
Knowledge economy dominant
Key Insight
"Indonesia's AI exposure is 35% lower than the US — not because AI can't reach here, but because our economy is built on hands."
27% of workers are in agriculture. 13% in craft trades. 20% in elementary occupations. These jobs require physical presence, manual dexterity, and real-time adaptation to unpredictable environments — the hardest things for AI to automate.
05
Most Exposed
OccupationScoreJobsCategory
Pegawai Entri Data10287KClerical
Petugas Contact Center10287KClerical
Telemarketing1091KClerical
Pengembang Perangkat Lunak9718KTechnology
Programmer9212KTechnology
Pengembang Aplikasi9287KTechnology
Desainer Grafis & Multimedia9318KCreative
Pegawai Tata Usaha Umum91.4MOffice
Teller Bank9212KFinance
Analis Sistem964KTechnology
06
Most Protected
OccupationScoreJobsCategory
Petani Tanaman Pangan29.1MAgriculture
Buruh Tani15.7MElementary
Buruh Pabrik23.9MManufacturing
Petani Sayur23.9MAgriculture
Tukang Bangunan12.9MConstruction
Pedagang Toko42.9MCommerce
Petani Kelapa Sawit22.6MAgriculture
Petani Perkebunan32.6MAgriculture
Buruh Konstruksi12.6MConstruction
Pembantu Rumah Tangga21.7MServices

Indonesia's most protected jobs are its largest employers. Rice farmers, agricultural laborers, and construction workers alone account for over 20 million jobs — all with exposure scores of 1-2. These occupations require physical adaptation to unpredictable environments that current AI simply cannot handle.

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Click any occupation to see detailed AI exposure rationale

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Full sector breakdowns · Risk matrix for 420 occupations · Income impact analysis · CSV/API export · Province-level data
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