Kubernetes
The container orchestration system.
- 9.4%
- of core AI postings mention it
- 330
- postings
- 188
- companies
History starts on September 11, 2026. Movement needs a comparable later edition at least 30 days on.
Where it is mentioned most
Each row divides by that role's postings in this edition, highest share first.
Postings in 10 role families mention Kubernetes in this edition.
None of the 8 role families with a page of their own mentions Kubernetes in one posting in five or more.
No role family with a page of its own mentions Kubernetes at twice its share of all core AI postings or more.
How the readings are made: "more concentrated than overall" means that in a role family with a page of its own, at least 10 postings mention the skill and its share is at least 2 times its share of all core AI postings; "common" means at least 20% of a role's postings mention it. They describe the postings open in this edition, not a trend.
- MLOps / Platform Engineer68.4%26 of 38 postings · Sample below the page threshold; not read
- Data Scientist15.2%23 of 151 postings
- AI Engineer12.5%217 of 1,741 postings
- LLM / NLP Engineer10.9%19 of 175 postings
- 9 of 225 postings
- AI Researcher3.3%2 of 60 postings · Sample below the page threshold; not read
- 2 of 113 postings
- 4 of 321 postings
- 1 of 123 postings
- 2 of 305 postings
Skills that appear with it
Each share divides by the postings that mention Kubernetes: how many of them also mention each skill, grouped into three lenses.
Foundations and problem-solving
Categories: Languages, Machine learning, Data engineering, Databases, Methods and process
- Python77.0%Languages · 254 postings
- System Architecture46.4%Methods and process · 153 postings
Production and delivery
Categories: DevOps, Cloud, Tools
Framework, LLM and domain signals
Categories: Frameworks, LLM applications, Domain knowledge, Office software
Industries and places
Share of this skill's postings.
- Software & Internet13139.7%
- Electronics & Hardware6820.6%
- Semiconductor3610.9%
- Finance & Insurance3510.6%
- Telecom, Media & Digital Content206.1%
- Manufacturing92.7%
- Healthcare & Biotech92.7%
- Wholesale, Retail & E-commerce72.1%
- Professional Services61.8%
- Construction & Real Estate41.2%
- Consulting & Marketing Services30.9%
- Hospitality & Consumer Services10.3%
- Taipei18656.4%
- New Taipei5015.2%
- Taichung216.4%
- Hsinchu County185.5%
- Hsinchu City175.1%
- Taoyuan154.5%
- Kaohsiung92.7%
- Miaoli92.7%
- Tainan30.9%
- Pingtung10.3%
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.
- Employer's skill tags14
- Job title1
- Job description326