Highest-Paid Jobs at Risk

High-paying occupations with net risk ≥ 30% and median wage ≥ SGD 5,000/month. Where high salaries meet high AI exposure.

#	Occupation	Monthly Wage	AI Risk	Risk	Impact
1	Foreign exchange broker 24152	SGD 19,750	40.0%	High	Mixed
2	Commodities trader (excluding oil and bunker) 24351	SGD 16,000	36.8%	High	Mixed
3	Oil and bunker trader 24352	SGD 14,896	36.8%	High	Mixed
4	Foreign exchange dealer 24142	SGD 13,583	35.7%	High	Mixed
5	Trade broker 24361	SGD 13,500	36.5%	High	Mixed
6	Ship charterer 24353	SGD 12,399	36.7%	High	Mixed
7	Financial product structurer 24135	SGD 12,321	42.6%	High	Mixed
8	ICT auditor 25152	SGD 12,311	46.6%	High	Mixed
9	Enterprise/Solution architect 25113	SGD 12,137	33.6%	High	Mixed
10	Fund/Portfolio manager (including asset allocator) 24133	SGD 12,060	42.1%	High	Mixed
11	Commodities and freight derivatives broker 24154	SGD 12,000	39.1%	High	Mixed
12	Database architect 25212	SGD 11,153	60.5%	Very High	At Risk
13	Cyber risk specialist 25241	SGD 10,071	42.5%	High	Mixed
14	Tax accountant 24113	SGD 9,726	44.6%	High	Mixed
15	Cloud specialist 25231	SGD 9,583	33.8%	High	Mixed
16	Treasury manager 24134	SGD 9,405	45.4%	High	Mixed
17	Data scientist 21222	SGD 9,047	53.3%	Very High	Mixed
18	Ship broker (e.g. charter or sales & purchase) 24362	SGD 9,000	37.2%	High	Mixed
19	Software developer 25121	SGD 8,888	47.3%	High	Mixed
20	Service designer 21670	SGD 8,557	34.1%	High	Mixed
21	Securities and finance broker 24151	SGD 8,508	39.8%	High	Mixed
22	ICT business process consultant/Business analyst 25112	SGD 8,500	35.1%	High	Mixed
23	Customer service manager 12241	SGD 8,470	31.2%	High	Mixed
24	Statistical officer/Data analyst 21231	SGD 8,356	59.7%	Very High	Mixed
25	Safety and security consultant 33394	SGD 8,318	30.1%	High	Mixed

Net Risk = Exposure × (1 − Bottleneck) × Market Modifier. Wages are gross monthly median from MOM. Learn more