CI/CD
Automated build, test and deployment.
- 11.8%
- of core AI postings mention it
- 416
- postings
- 257
- 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 CI/CD in this edition.
None of the 8 role families with a page of their own mentions CI/CD in one posting in five or more.
No role family with a page of its own mentions CI/CD 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 Engineer44.7%17 of 38 postings · Sample below the page threshold; not read
- AI Engineer17.2%300 of 1,741 postings
- Data Scientist15.9%24 of 151 postings
- LLM / NLP Engineer14.3%25 of 175 postings
- 14 of 225 postings
- AI Researcher3.3%2 of 60 postings · Sample below the page threshold; not read
- 3 of 113 postings
- 3 of 123 postings
- 7 of 305 postings
- 6 of 321 postings
Skills that appear with it
Each share divides by the postings that mention CI/CD: 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
- Python73.6%Languages · 306 postings
- System Architecture53.6%Methods and process · 223 postings
- REST API34.4%Methods and process · 143 postings
Production and delivery
Categories: DevOps, Cloud, Tools
- Git67.8%Tools · 282 postings
- Docker65.9%DevOps · 274 postings
- Kubernetes41.1%DevOps · 171 postings
- AWS36.5%Cloud · 152 postings
- Linux34.6%DevOps · 144 postings
- Google Cloud34.1%Cloud · 142 postings
Framework, LLM and domain signals
Categories: Frameworks, LLM applications, Domain knowledge, Office software
Industries and places
Share of this skill's postings.
- Software & Internet19145.9%
- Electronics & Hardware7718.5%
- Semiconductor4210.1%
- Finance & Insurance297.0%
- Telecom, Media & Digital Content184.3%
- Healthcare & Biotech174.1%
- Wholesale, Retail & E-commerce122.9%
- Manufacturing102.4%
- Consulting & Marketing Services51.2%
- Construction & Real Estate30.7%
- Energy, Utilities & Natural Resources30.7%
- Professional Services30.7%
- Taipei23356.0%
- New Taipei6515.6%
- Taichung358.4%
- Hsinchu City215.1%
- Hsinchu County174.1%
- Kaohsiung174.1%
- Taoyuan153.6%
- Tainan61.4%
- Miaoli51.2%
- Chiayi County10.2%
Where this number is read from
Of the 416 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 tags22
- Job title0
- Job description411