資料工程熱門技能
目前資料工程職務最常見的技能為 sql、python、cloud，依 188,053 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 | sql | 10,623 | +10,623 |
| 2 | python | 10,342 | +10,342 |
| 3 | cloud | 9,638 | +9,638 |
| 4 | data-engineering | 8,738 | +8,738 |
| 5 | analytics | 8,145 | +8,145 |
| 6 | data-pipelines | 7,727 | +7,727 |
| 7 | ai | 7,497 | +7,497 |
| 8 | etl | 7,071 | +7,071 |
| 9 | aws | 6,619 | +6,619 |
| 10 | data-quality | 6,552 | +6,552 |
| 11 | azure | 5,746 | +5,746 |
| 12 | ci-cd | 5,399 | +5,399 |
| 13 | spark | 5,397 | +5,397 |
| 14 | databricks | 4,949 | +4,949 |
| 15 | machine-learning | 4,807 | +4,807 |
| 16 | data-modeling | 4,806 | +4,806 |
| 17 | data-governance | 4,542 | +4,542 |
| 18 | snowflake | 4,425 | +4,425 |
| 19 | elt | 4,219 | +4,219 |
| 20 | data-warehousing | 4,188 | +4,188 |
| 21 | airflow | 4,021 | +4,021 |
| 22 | automation | 3,910 | +3,910 |
| 23 | gcp | 3,838 | +3,838 |
| 24 | api | 3,681 | +3,681 |
| 25 | agile | 3,626 | +3,626 |
| 26 | kafka | 3,272 | +3,272 |
| 27 | dbt | 3,100 | +3,100 |
| 28 | devops | 2,998 | +2,998 |
| 29 | pyspark | 2,692 | +2,692 |
| 30 | data-science | 2,648 | +2,648 |
| 31 | git | 2,627 | +2,627 |
| 32 | java | 2,523 | +2,523 |
| 33 | observability | 2,516 | +2,516 |
| 34 | terraform | 2,421 | +2,421 |
| 35 | infrastructure-as-code | 2,251 | +2,251 |
| 36 | powerbi | 2,181 | +2,181 |
| 37 | kubernetes | 2,115 | +2,115 |
| 38 | lakehouse | 2,111 | +2,111 |
| 39 | bigquery | 2,048 | +2,048 |
| 40 | scala | 2,044 | +2,044 |