Detailed list of occupations expected to be in shortages (2022-2031)

Natural and Applied Sciences and Related Occupations2131 – Civil engineers, 2133 – Electrical and electronics engineers, 2141/2142 – Industrial and manufacturing engineers & Metallurgical and materials engineers, 2147 – Computer engineers (except software engineers and designers), 2151 – Architects, 2152/2153/2154 – Landscape architects; Urban and land use planners & Land surveyors; Urban and land use planners & Land surveyors, 2161 – Mathematicians, statisticians and actuaries, 2171 – Information systems analysts and consultants, 2172 – Database analysts and data administrators, 2173 – Software engineers and designers, 2174 – Computer programmers and interactive media developers, 2271/ 2272/ 2273/ 2274/ 2275 – Air pilots, flight engineers and flying instructors, Air traffic controllers and related occupations, Deck officers, water transport, Engineer officers, water transport and Railway traffic controllers and marine traffic regulators
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