Software Testing
The engineering practice of verifying software behaviour.
- 9.0%
- of core AI postings mention it
- 318
- postings
- 224
- 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 Software Testing in this edition.
None of the 8 role families with a page of their own mentions Software Testing in one posting in five or more.
No role family with a page of its own mentions Software Testing 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 Engineer13.2%5 of 38 postings · Sample below the page threshold; not read
- AI Engineer12.1%210 of 1,741 postings
- 13 of 113 postings
- 9 of 123 postings
- Data Scientist7.3%11 of 151 postings
- AI Researcher6.7%4 of 60 postings · Sample below the page threshold; not read
- 14 of 225 postings
- 10 of 175 postings
- 18 of 321 postings
- 13 of 305 postings
Skills that appear with it
Each share divides by the postings that mention Software Testing: 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
- Python69.2%Languages · 220 postings
- System Architecture62.0%Methods and process · 197 postings
- Relational Databases29.6%Databases · 94 postings
- REST API28.6%Methods and process · 91 postings
- C#25.5%Languages · 81 postings
Production and delivery
Categories: DevOps, Cloud, Tools
Framework, LLM and domain signals
Categories: Frameworks, LLM applications, Domain knowledge, Office software
Industries and places
Share of this skill's postings.
- Software & Internet13442.1%
- Electronics & Hardware7924.8%
- Semiconductor237.2%
- Telecom, Media & Digital Content154.7%
- Healthcare & Biotech144.4%
- Manufacturing134.1%
- Finance & Insurance123.8%
- Professional Services82.5%
- Wholesale, Retail & E-commerce82.5%
- Construction & Real Estate61.9%
- Consulting & Marketing Services30.9%
- Logistics & Transport10.3%
- Taipei14244.6%
- New Taipei5316.7%
- Taichung299.1%
- Hsinchu City196.0%
- Hsinchu County175.3%
- Kaohsiung165.0%
- Taoyuan165.0%
- Tainan103.1%
- Nantou72.2%
- Miaoli41.3%
- Changhua41.3%
- Pingtung10.3%
Where this number is read from
Of the 318 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 tags116
- Job title6
- Job description219