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AI Work Index

High Risk but In-Demand

High or Very High displacement risk (net_risk ≥ 25%), yet still on official demand lists.

# Occupation Net RiskDemand SignalExposureMedian Wage Risk Impact
1 Multimedia (including games) developer 25123 49.9%SOL prefix, JiD prefix86%SGD 6,331 High At Risk
2 Applications/Systems programmer 25140 44.3%SOL exact88%SGD 6,500 High At Risk
3 Web and mobile applications developer 25122 43.0%SOL exact, JiD prefix86%SGD 7,000 High At Risk
4 Accountant (excluding tax accountant) 24111 41.6%SOL prefix, JiD prefix90%SGD 5,498 High At Risk
5 Network, servers and computer systems administrator 25220 40.7%JiD exact77%SGD 4,765 High At Risk
6 Security operations specialist 25243 37.0%SOL prefix83%SGD 7,700 High Mixed
7 Auditor (accounting) 24112 36.4%SOL prefix, JiD exact90%SGD 5,575 High At Risk
8 Tax accountant 24113 33.4%SOL prefix, JiD prefix90%SGD 9,726 High Mixed
9 Cyber risk specialist 25241 33.1%SOL exact83%SGD 10,071 High Mixed
10 Cybersecurity architect 25245 33.0%SOL exact83%SGD 7,826 High Mixed
11 Software developer 25121 32.7%SOL exact, JiD exact86%SGD 8,888 High At Risk
12 Statistician 21221 32.5%SOL prefix92%SGD 4,720 High Mixed
13 Treasury manager 24134 29.9%SOL prefix, JiD prefix88%SGD 9,405 Moderate Mixed
14 Financial analyst (e.g. equities analyst, credit analyst, investment research analyst) 24131 29.4%SOL prefix, JiD prefix88%SGD 7,500 Moderate Mixed
15 IT infrastructure specialist 25232 29.3%SOL prefix71%SGD 7,881 Moderate Mixed
16 Computer engineer 21522 28.8%SOL prefix64%SGD 6,061 Moderate At Risk
17 Compliance officer/Risk analyst (financial) 24132 28.7%SOL prefix, JiD prefix88%SGD 7,395 Moderate Mixed
18 Semi-conductor engineer 21523 27.1%SOL prefix64%SGD 6,600 Moderate At Risk
19 Fund/Portfolio manager (including asset allocator) 24133 26.7%SOL prefix, JiD prefix88%SGD 12,060 Moderate Mixed
20 Audio and video equipment engineer 21524 25.6%SOL prefix64%SGD 4,837 Moderate At Risk
21 Foreign exchange broker 24152 25.5%SOL prefix83%SGD 19,750 Moderate Mixed
22 Financial product structurer 24135 25.4%SOL prefix, JiD prefix88%SGD 12,321 Moderate Mixed
23 Securities and finance broker 24151 25.3%SOL prefix83%SGD 8,508 Moderate Mixed
24 Commodities and freight derivatives broker 24154 25.1%SOL prefix83%SGD 12,000 Moderate Mixed

24 occupations with high risk and active demand.