Statistics
Statistical inference and hypothesis testing.
- 3.5%
- of core AI postings mention it
- 122
- 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 9 role families mention Statistics in this edition.
In 1 of the 8 role families with a page of their own, at least one posting in five mentions Statistics: Data Scientist 22.5%.
Statistics is more concentrated in Data Scientist postings (22.5%) than across all core AI postings (3.5%): 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.
- Data Scientist22.5%34 of 151 postings · at least twice overall
- AI Researcher8.3%5 of 60 postings · Sample below the page threshold; not read
- 15 of 321 postings
- 6 of 175 postings
- 7 of 225 postings
- MLOps / Platform Engineer2.6%1 of 38 postings · Sample below the page threshold; not read
- AI Engineer2.4%41 of 1,741 postings
- 1 of 113 postings
- 1 of 305 postings
Skills that appear with it
Each share divides by the postings that mention Statistics: 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
- Python80.3%Languages · 98 postings
- Machine Learning71.3%Machine learning · 87 postings
- Data Analysis54.9%Data engineering · 67 postings
- Deep Learning39.3%Machine learning · 48 postings
- SQL29.5%Languages · 36 postings
- System Architecture27.1%Methods and process · 33 postings
Production and delivery
Categories: DevOps, Cloud, Tools
Framework, LLM and domain signals
Categories: Frameworks, LLM applications, Domain knowledge, Office software
- PyTorch34.4%Frameworks · 42 postings
- LLM30.3%LLM applications · 37 postings
- TensorFlow29.5%Frameworks · 36 postings
Industries and places
Share of this skill's postings.
- Software & Internet3024.6%
- Electronics & Hardware2621.3%
- Healthcare & Biotech2016.4%
- Finance & Insurance1613.1%
- Semiconductor129.8%
- Professional Services54.1%
- Wholesale, Retail & E-commerce54.1%
- Consulting & Marketing Services54.1%
- Manufacturing32.5%
- Taipei5847.5%
- New Taipei1613.1%
- Taichung1310.7%
- Hsinchu County108.2%
- Hsinchu City86.6%
- Taoyuan54.1%
- Kaohsiung43.3%
- Tainan43.3%
- Changhua10.8%
- Miaoli10.8%
- Hualien10.8%
- Nantou10.8%
Where this number is read from
Of the 122 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 tags16
- Job title2
- Job description113