AI 工程熱門技能
目前AI 工程職務最常見的技能為 ai、llm、python，依 103,317 個開放職缺排序。
更新日期：2026年8月27日
| # | 技能 | 開放職缺數 | 近 30 天增減 |
|---|---|---|---|
| 1 | ai | 8,673 | +8,673 |
| 2 | llm | 6,453 | +6,453 |
| 3 | python | 6,353 | +6,353 |
| 4 | machine-learning | 5,275 | +5,275 |
| 5 | agentic-ai | 4,901 | +4,901 |
| 6 | cloud | 4,887 | +4,887 |
| 7 | api | 4,682 | +4,682 |
| 8 | rag | 4,016 | +4,016 |
| 9 | generative-ai | 3,928 | +3,928 |
| 10 | aws | 3,494 | +3,494 |
| 11 | azure | 3,084 | +3,084 |
| 12 | automation | 2,817 | +2,817 |
| 13 | ci-cd | 2,809 | +2,809 |
| 14 | gcp | 2,476 | +2,476 |
| 15 | observability | 2,444 | +2,444 |
| 16 | prompt-engineering | 2,393 | +2,393 |
| 17 | langchain | 2,209 | +2,209 |
| 18 | openai | 1,950 | +1,950 |
| 19 | kubernetes | 1,943 | +1,943 |
| 20 | data-science | 1,904 | +1,904 |
| 21 | docker | 1,887 | +1,887 |
| 22 | vector-databases | 1,824 | +1,824 |
| 23 | pytorch | 1,688 | +1,688 |
| 24 | analytics | 1,625 | +1,625 |
| 25 | langgraph | 1,585 | +1,585 |
| 26 | mlops | 1,487 | +1,487 |
| 27 | sql | 1,454 | +1,454 |
| 28 | typescript | 1,438 | +1,438 |
| 29 | mcp | 1,367 | +1,367 |
| 30 | data-pipelines | 1,273 | +1,273 |
| 31 | agile | 1,221 | +1,221 |
| 32 | nlp | 1,149 | +1,149 |
| 33 | devops | 1,137 | +1,137 |
| 34 | java | 1,134 | +1,134 |
| 35 | anthropic | 1,116 | +1,116 |
| 36 | embeddings | 1,115 | +1,115 |
| 37 | tensorflow | 1,112 | +1,112 |
| 38 | data-engineering | 1,017 | +1,017 |
| 39 | github | 1,009 | +1,009 |
| 40 | git | 988 | +988 |