AI 時代職業排名
不同人在意不同事:怕被取代、移民、薪資、快速入行。我們提供多種排名,而非單一榜單。
Lowest AI replacement
These rely on on-site work, licensing, human trust or complex judgement — AI assists rather than replaces.
Best AI-augmented
AI absorbs junior tasks but amplifies senior capability and pay — embed AI early.
Licensed moat
Licensed practice with accountability — the credential itself is the moat.
Hands-on & on-site
Work depends on being on-site, tools and physical operation; low automation.
Human trust & care
Value comes from care relationships, emotional labour and trust.
Highest growth
Strong demand and outlook — hiring keeps expanding.
Migration-friendly
Smoother skilled-migration pathways with lower hurdles, often on shortage lists.
Newcomers, be cautious
Entry tasks are being compressed by AI and competition is high — enter with caution.
資料來源與方法論
排名由透明公式根據每個職業的評分維度(AI 風險、需求、移民友善度等)及四個 AI 地圖分數(自動化暴露、人類護城河、入職壓縮、AI 上升空間)自動計算得出,非人工挑選。分數與薪資估算來自公開數據,定期更新,僅供參考。