Smart Manufacturing / AOI
Process, optical inspection and smart-manufacturing adoption.
- 225
- postings
- 6.4%
- of core AI postings
- 78
- companies
This role's skill map
Every share divides by this role's 225 postings in the September 11, 2026 edition. The 20 technology skills they mention most, grouped into three lenses; a lens is a reading aid and does not mean its skills matter equally.
Across 225 Smart Manufacturing / AOI postings: in Foundations and problem-solving, Python is mentioned most (33.8%); in Production and delivery, Git is mentioned most (12.0%); in Framework, LLM and domain signals, .NET is mentioned most (9.8%).
Compared with all core AI postings, this role mentions C# (30.2%, overall 11.8%), .NET (9.8%, overall 4.5%), Oracle (9.3%, overall 3.3%) at least twice as often.
A share is a signal of what employers write into postings. It does not mean a course is required to do the job, and it says nothing about hiring odds or pay.
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.
Foundations and problem-solving
Categories: Languages, Machine learning, Data engineering, Databases, Methods and process
- Python33.8%Languages · 76 postings · overall 53.8%
- C#30.2%Languages · 68 postings · overall 11.8% · at least twice overall
- Data Analysis20.4%Data engineering · 46 postings · overall 16.4%
- SQL20.0%Languages · 45 postings · overall 15.3%
- C++17.3%Languages · 39 postings · overall 20.8%
- SQL Server13.8%Databases · 31 postings · overall 7.1%
- Java10.2%Languages · 23 postings · overall 8.0%
- JavaScript9.3%Languages · 21 postings · overall 8.8%
- Oracle9.3%Databases · 21 postings · overall 3.3% · at least twice overall
- Databases · 19 postings · overall 10.7%
- Computer Vision8.4%Machine learning · 19 postings · overall 13.8%
- Machine Learning7.6%Machine learning · 17 postings · overall 25.5%
- Deep Learning7.1%Machine learning · 16 postings · overall 20.9%
- MySQL6.2%Databases · 14 postings · overall 6.7%
- Visual Basic5.8%Languages · 13 postings · overall 0.9% · at least twice overall
Production and delivery
Categories: DevOps, Cloud, Tools
Framework, LLM and domain signals
Categories: Frameworks, LLM applications, Domain knowledge, Office software
Monthly pay
Only postings stating a monthly or annual figure count: 20.9% of this role's postings disclose pay, 47 in all. Postings that say "negotiable" tend to pay more, so these figures read low.
- 25th percentile
- NT$42,750
- Median
- NT$48,500
- 75th percentile
- NT$62,000
Start below 40,00010.2%
Industries and places
Share of this role's postings.
- Electronics & Hardware10546.7%
- Telecom, Media & Digital Content3515.6%
- Software & Internet3415.1%
- Manufacturing208.9%
- Semiconductor125.3%
- Professional Services94.0%
- Consulting & Marketing Services62.7%
- Healthcare & Biotech31.3%
- Energy, Utilities & Natural Resources10.4%
- Taoyuan6830.2%
- Taichung3816.9%
- New Taipei3616.0%
- Taipei2511.1%
- Hsinchu County135.8%
- Tainan135.8%
- Hsinchu City94.0%
- Kaohsiung52.2%
- Nantou41.8%
- Chiayi County31.3%
- Miaoli20.9%
- Changhua10.4%