Edge AI
Running model inference on the device instead of in the cloud.
- 4.6%
- of core AI postings mention it
- 162
- postings
- 117
- 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 Edge AI in this edition.
In 1 of the 8 role families with a page of their own, at least one posting in five mentions Edge AI: Edge AI / Hardware Engineer 21.9%.
Edge AI is more concentrated in Edge AI / Hardware Engineer postings (21.9%) than across all core AI postings (4.6%): at least twice the overall share.
Edge AI is more concentrated in Computer Vision Engineer postings (13.3%) than across all core AI postings (4.6%): at least twice the overall share.
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.
- 27 of 123 postings · at least twice overall
- 15 of 113 postings · at least twice overall
- MLOps / Platform Engineer13.2%5 of 38 postings · Sample below the page threshold; not read
- 22 of 321 postings
- 13 of 305 postings
- AI Engineer3.5%61 of 1,741 postings
- Data Scientist2.0%3 of 151 postings
- 4 of 225 postings
- 3 of 175 postings
- AI Researcher1.7%1 of 60 postings · Sample below the page threshold; not read
Skills that appear with it
Each share divides by the postings that mention Edge AI: 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
- Python67.3%Languages · 109 postings
- C++45.1%Languages · 73 postings
- System Architecture44.4%Methods and process · 72 postings
- Computer Vision42.0%Machine learning · 68 postings
- Deep Learning40.1%Machine learning · 65 postings
- Machine Learning29.0%Machine learning · 47 postings
- C28.4%Languages · 46 postings
Production and delivery
Categories: DevOps, Cloud, Tools
- Linux32.1%DevOps · 52 postings
Framework, LLM and domain signals
Categories: Frameworks, LLM applications, Domain knowledge, Office software
- PyTorch42.0%Frameworks · 68 postings
- TensorFlow34.0%Frameworks · 55 postings
- Embedded Systems30.9%Domain knowledge · 50 postings
- LLM29.0%LLM applications · 47 postings
Industries and places
Share of this skill's postings.
- Software & Internet5232.1%
- Electronics & Hardware4729.0%
- Semiconductor1911.7%
- Professional Services159.3%
- Manufacturing138.0%
- Wholesale, Retail & E-commerce42.5%
- Finance & Insurance42.5%
- Telecom, Media & Digital Content31.8%
- Healthcare & Biotech31.8%
- Government & Nonprofit10.6%
- Consulting & Marketing Services10.6%
- Taipei6741.4%
- New Taipei2917.9%
- Hsinchu City2113.0%
- Hsinchu County148.6%
- Taoyuan106.2%
- Taichung84.9%
- Kaohsiung53.1%
- Tainan53.1%
- Changhua10.6%
Where this number is read from
Of the 162 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 tags0
- Job title25
- Job description151