Industrial Automation
Controlling and integrating production-line equipment.
- 4.2%
- of core AI postings mention it
- 147
- postings
- 86
- 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 7 role families mention Industrial Automation in this edition.
In 1 of the 8 role families with a page of their own, at least one posting in five mentions Industrial Automation: Smart Manufacturing / AOI 23.6%.
Industrial Automation is more concentrated in Smart Manufacturing / AOI postings (23.6%) than across all core AI postings (4.2%): at least twice the overall share.
Industrial Automation is more concentrated in Computer Vision Engineer postings (11.5%) than across all core AI postings (4.2%): at least twice the overall share.
Industrial Automation is in Domain knowledge: a framework, LLM or domain signal. Read it together with the foundation and production skills that appear with it below.
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.
- 53 of 225 postings · at least twice overall
- 13 of 113 postings · at least twice overall
- 15 of 321 postings
- 5 of 123 postings
- AI Engineer3.0%52 of 1,741 postings
- 7 of 305 postings
- 1 of 175 postings
Skills that appear with it
Each share divides by the postings that mention Industrial Automation: 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
- System Architecture51.7%Methods and process · 76 postings
- Python47.6%Languages · 70 postings
- C#37.4%Languages · 55 postings
- C++28.6%Languages · 42 postings
- Computer Vision21.8%Machine learning · 32 postings
- Data Analysis17.0%Data engineering · 25 postings
- Machine Learning16.3%Machine learning · 24 postings
- Software Testing15.0%Methods and process · 22 postings
Production and delivery
Categories: DevOps, Cloud, Tools
- Git14.3%Tools · 21 postings
Framework, LLM and domain signals
Categories: Frameworks, LLM applications, Domain knowledge, Office software
Industries and places
Share of this skill's postings.
- Electronics & Hardware6342.9%
- Manufacturing2315.7%
- Software & Internet1711.6%
- Telecom, Media & Digital Content1510.2%
- Professional Services1510.2%
- Semiconductor85.4%
- Wholesale, Retail & E-commerce21.4%
- Construction & Real Estate21.4%
- Energy, Utilities & Natural Resources10.7%
- Consulting & Marketing Services10.7%
- New Taipei3121.1%
- Taoyuan3020.4%
- Taipei1912.9%
- Hsinchu County1610.9%
- Taichung138.8%
- Hsinchu City106.8%
- Kaohsiung74.8%
- Tainan42.7%
- Chiayi County32.0%
- Nantou32.0%
- Yunlin32.0%
- Changhua32.0%
Where this number is read from
Of the 147 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 tags59
- Job title5
- Job description120