SkillTrendLab
中文
Skill · DevOps

Kubernetes

The container orchestration system.

9.4%
of core AI postings mention it
330
postings
188
companies
—
30-day change · from 2nd edition

Which roles ask for it

Share of each role's postings that mention this skill.

  1. MLOps / Platform Engineer
    26 postings
    68.4%
  2. Data Scientist
    23 postings
    15.2%
  3. AI Engineer
    217 postings
    12.5%
  4. LLM / NLP Engineer
    19 postings
    10.9%
  5. Smart Manufacturing / AOI
    9 postings
    4.0%
  6. AI Researcher
    2 postings
    3.3%
  7. Computer Vision Engineer
    2 postings
    1.8%
  8. Algorithm Engineer
    4 postings
    1.3%
  9. Edge AI / Hardware Engineer
    1 postings
    0.8%
  10. AI Product / Project Manager
    2 postings
    0.7%

Skills that appear with it

Share of the postings mentioning Kubernetes that also mention each skill.

  1. Docker
    DevOps
    80.6%
  2. Python
    Languages
    77.0%
  3. LLM
    LLM applications
    59.1%
  4. CI/CD
    DevOps
    51.8%
  5. Git
    Tools
    51.5%
  6. System Architecture
    Methods and process
    46.4%
  7. Linux
    DevOps
    43.6%
  8. RAG
    LLM applications
    41.2%
  9. AI Agents
    LLM applications
    40.3%
  10. AWS
    Cloud
    39.4%
  11. Google Cloud
    Cloud
    37.6%
  12. Azure
    Cloud
    35.1%

Industries and places

Share of this skill's postings.

Industry
  1. Software & Internet
    131
    39.7%
  2. Electronics & Hardware
    68
    20.6%
  3. Semiconductor
    36
    10.9%
  4. Finance & Insurance
    35
    10.6%
  5. Telecom, Media & Digital Content
    20
    6.1%
  6. Manufacturing
    9
    2.7%
  7. Healthcare & Biotech
    9
    2.7%
  8. Wholesale, Retail & E-commerce
    7
    2.1%
  9. Professional Services
    6
    1.8%
  10. Construction & Real Estate
    4
    1.2%
  11. Consulting & Marketing Services
    3
    0.9%
  12. Hospitality & Consumer Services
    1
    0.3%
Place
  1. Taipei
    186
    56.4%
  2. New Taipei
    50
    15.2%
  3. Taichung
    21
    6.4%
  4. Hsinchu County
    18
    5.5%
  5. Hsinchu City
    17
    5.1%
  6. Taoyuan
    15
    4.5%
  7. Kaohsiung
    9
    2.7%
  8. Miaoli
    9
    2.7%
  9. Tainan
    3
    0.9%
  10. Pingtung
    1
    0.3%

Where this number is read from

Of the 330 postings, how many were found through the employer's own skill tags, the title, and the job description. A posting can carry more than one kind of evidence, so the three add up to more than the posting count.

  1. Employer's skill tags
    14
  2. Job title
    1
  3. Job description
    326
The data on this page
Data as of
September 11, 2026
Core AI postings this edition
3,523
Method version
2026.09.1

This page is not indexed yet: change needs a second edition.

Methodology →All skills →