Edge AI / Hardware Engineer
AI chips, firmware, embedded and edge computing.
- 123
- postings
- 3.5%
- of core AI postings
- 56
- companies
This role's skill map
Every share divides by this role's 123 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 123 Edge AI / Hardware Engineer postings: in Foundations and problem-solving, C++ is mentioned most (30.1%); in Production and delivery, EDA Tools is mentioned most (32.5%); in Framework, LLM and domain signals, TensorFlow is mentioned most (8.9%).
Compared with all core AI postings, this role mentions EDA Tools (32.5%, overall 2.5%), C (27.6%, overall 12.3%), Edge AI (21.9%, overall 4.6%) 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
- C++30.1%Languages · 37 postings · overall 20.8%
- Python29.3%Languages · 36 postings · overall 53.8%
- C27.6%Languages · 34 postings · overall 12.3% · at least twice overall
- Edge AI21.9%Machine learning · 27 postings · overall 4.6% · at least twice overall
- Verilog9.8%Languages · 12 postings · overall 1.3% · at least twice overall
- Deep Learning9.8%Machine learning · 12 postings · overall 20.9%
- C#8.9%Languages · 11 postings · overall 11.8%
- Machine Learning7.3%Machine learning · 9 postings · overall 25.5%
- Computer Vision6.5%Machine learning · 8 postings · overall 13.8%
- Shell4.9%Languages · 6 postings · overall 3.3%
Production and delivery
Categories: DevOps, Cloud, Tools
Framework, LLM and domain signals
Categories: Frameworks, LLM applications, Domain knowledge, Office software
- TensorFlow8.9%Frameworks · 11 postings · overall 14.8%
- PyTorch8.1%Frameworks · 10 postings · overall 17.6%
- Claude4.9%LLM applications · 6 postings · overall 12.4%
- LLM4.1%LLM applications · 5 postings · overall 31.1%
Monthly pay
Fewer than 30 postings disclosed pay, so no salary statistics are published for this role in this edition.
Industries and places
Share of this role's postings.
- Electronics & Hardware7056.9%
- Semiconductor2520.3%
- Software & Internet1512.2%
- Professional Services43.3%
- Telecom, Media & Digital Content43.3%
- Manufacturing32.4%
- Wholesale, Retail & E-commerce21.6%
- New Taipei3629.3%
- Taipei2318.7%
- Hsinchu City1915.4%
- Taoyuan1814.6%
- Hsinchu County97.3%
- Tainan64.9%
- Taichung43.3%
- Miaoli43.3%
- Nantou21.6%
- Kaohsiung10.8%