機器學習／AI熱門技能
目前機器學習／AI職務最常見的技能為 machine-learning、ai、python，依 81,548 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 | machine-learning | 7,713 | +7,713 |
| 2 | ai | 6,636 | +6,636 |
| 3 | python | 6,018 | +6,018 |
| 4 | pytorch | 3,816 | +3,816 |
| 5 | cloud | 3,659 | +3,659 |
| 6 | llm | 3,420 | +3,420 |
| 7 | tensorflow | 2,676 | +2,676 |
| 8 | deep-learning | 2,622 | +2,622 |
| 9 | aws | 2,543 | +2,543 |
| 10 | data-science | 2,289 | +2,289 |
| 11 | agentic-ai | 2,110 | +2,110 |
| 12 | generative-ai | 2,108 | +2,108 |
| 13 | mlops | 1,933 | +1,933 |
| 14 | ci-cd | 1,886 | +1,886 |
| 15 | api | 1,709 | +1,709 |
| 16 | kubernetes | 1,625 | +1,625 |
| 17 | azure | 1,582 | +1,582 |
| 18 | gcp | 1,561 | +1,561 |
| 19 | data-pipelines | 1,560 | +1,560 |
| 20 | automation | 1,517 | +1,517 |
| 21 | rag | 1,484 | +1,484 |
| 22 | nlp | 1,474 | +1,474 |
| 23 | cpp | 1,419 | +1,419 |
| 24 | docker | 1,416 | +1,416 |
| 25 | sql | 1,408 | +1,408 |
| 26 | statistics | 1,315 | +1,315 |
| 27 | analytics | 1,313 | +1,313 |
| 28 | computer-vision | 1,265 | +1,265 |
| 29 | observability | 1,261 | +1,261 |
| 30 | scikit-learn | 1,189 | +1,189 |
| 31 | spark | 1,118 | +1,118 |
| 32 | java | 1,091 | +1,091 |
| 33 | feature-engineering | 980 | +980 |
| 34 | data-engineering | 935 | +935 |
| 35 | distributed-systems | 897 | +897 |
| 36 | agile | 888 | +888 |
| 37 | mlflow | 806 | +806 |
| 38 | langchain | 790 | +790 |
| 39 | reinforcement-learning | 770 | +770 |
| 40 | model-deployment | 746 | +746 |