技能
AI 職缺要求的技能
每個技能在核心 AI 職缺中的出現比例，依類別分組。比例的分母是本期的核心 AI 職缺總數。
- 190
- 個技能被追蹤
- 145
- 個技能有獨立頁面
- 3,523
- 核心 AI 職缺
出現比例前 20 名
- Python程式語言 · 1,89453.8%
- System Architecture方法與流程 · 1,16833.1%
- LLMLLM 應用 · 1,09731.1%
- Machine Learning機器學習 · 89725.5%
- Git工具 · 82823.5%
- Deep Learning機器學習 · 73720.9%
- C++程式語言 · 73420.8%
- LinuxDevOps · 68119.3%
- AI AgentsLLM 應用 · 67019.0%
- Generative AILLM 應用 · 66919.0%
- RAGLLM 應用 · 66418.9%
- PyTorch框架 · 61917.6%
- DockerDevOps · 61017.3%
- Data Analysis資料工程 · 57716.4%
- SQL程式語言 · 54015.3%
- TensorFlow框架 · 52114.8%
- Computer Vision機器學習 · 48713.8%
- REST API方法與流程 · 47513.5%
- Prompt EngineeringLLM 應用 · 44112.5%
- ClaudeLLM 應用 · 43612.4%
依類別
程式語言
25
- 0153.8%
- 0220.8%
- 0315.3%
- 0412.3%
- 0511.8%
- 068.8%
- 078.0%
- 084.9%
- 094.1%
- 103.4%
- 113.3%
- 123.3%
- 132.0%
- 141.3%
- 151.3%
- 161.1%
- 170.9%
- 18Kotlin0.4%
- 19Perl0.4%
- 20Delphi0.3%
- 21Swift0.3%
- 22Scala0.3%
- 23Rust0.3%
- 24Ruby0.2%
- 25Objective-C0.1%
LLM 應用
15
- 0131.1%
- 0219.0%
- 0319.0%
- 0418.9%
- 0512.5%
- 0612.4%
- 0712.1%
- 088.6%
- 096.2%
- 105.6%
- 113.4%
- 121.9%
- 131.1%
- 141.0%
- 15RLHF0.6%
框架
26
- 0117.6%
- 0214.8%
- 037.0%
- 045.9%
- 055.5%
- 065.3%
- 074.8%
- 084.5%
- 093.9%
- 103.8%
- 113.0%
- 123.0%
- 132.7%
- 142.7%
- 152.7%
- 162.6%
- 172.6%
- 182.6%
- 191.8%
- 201.5%
- 211.5%
- 221.2%
- 23XGBoost0.8%
- 24Unity0.7%
- 25React Native0.5%
- 26Flutter0.5%
機器學習
16
- 0125.5%
- 0220.9%
- 0313.8%
- 049.9%
- 059.7%
- 064.6%
- 073.5%
- 082.7%
- 092.1%
- 101.9%
- 111.7%
- 121.4%
- 13Stable Diffusion0.8%
- 14Transformer Models0.5%
- 15Diffusion Models0.5%
- 16AI Image Generation0.4%
方法與流程
9
- 0133.1%
- 0213.5%
- 0311.3%
- 049.0%
- 058.2%
- 065.3%
- 073.6%
- 081.7%
- 09gRPC0.7%
領域知識
23
- 018.6%
- 028.5%
- 038.3%
- 047.3%
- 056.5%
- 065.4%
- 074.2%
- 084.0%
- 093.8%
- 103.7%
- 113.0%
- 122.1%
- 131.8%
- 141.5%
- 151.3%
- 161.1%
- 170.9%
- 18Embedded Linux0.8%
- 19Graphic Design0.7%
- 20RTOS0.6%
- 21SEO0.5%
- 22Digital Advertising0.5%
- 23Video Editing0.3%
DevOps
10
- 0119.3%
- 0217.3%
- 0311.8%
- 049.4%
- 054.5%
- 061.8%
- 071.6%
- 081.4%
- 091.4%
- 10Ansible0.7%
工具
31
- 0123.5%
- 026.9%
- 033.7%
- 043.2%
- 053.0%
- 062.5%
- 072.5%
- 082.4%
- 091.9%
- 101.8%
- 111.8%
- 121.7%
- 131.7%
- 141.4%
- 151.2%
- 161.2%
- 171.1%
- 181.0%
- 19OpenVINO0.8%
- 20Kubeflow0.8%
- 21ComfyUI0.7%
- 223D Modeling0.7%
- 23MidJourney0.7%
- 24Adobe Photoshop0.5%
- 25Canva0.4%
- 26Adobe Illustrator0.3%
- 27Weights & Biases0.2%
- 28WordPress0.1%
- 29After Effects0.1%
- 30Adobe Premiere Pro0.1%
- 31Runway0.0%
資料庫
9
- 0110.7%
- 027.8%
- 037.1%
- 047.1%
- 056.7%
- 064.5%
- 073.3%
- 082.2%
- 091.8%
資料工程
17
- 0116.4%
- 026.7%
- 032.8%
- 042.2%
- 052.2%
- 062.1%
- 071.7%
- 081.6%
- 091.4%
- 101.3%
- 111.0%
- 120.9%
- 13SAS0.8%
- 14Looker Studio0.6%
- 15Snowflake0.4%
- 16Apache Flink0.3%
- 17dbt0.2%
雲端
4
- 0111.4%
- 0210.2%
- 039.7%
- 04Firebase0.4%
辦公軟體
5
- 017.6%
- 026.9%
- 035.5%
- 042.1%
- 05VBA0.5%