ETL
Extracting, transforming and loading data.
- 6.7%
- of core AI postings mention it
- 236
- postings
- 182
- 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 ETL in this edition.
In 1 of the 8 role families with a page of their own, at least one posting in five mentions ETL: Data Scientist 22.5%.
ETL is more concentrated in Data Scientist postings (22.5%) than across all core AI postings (6.7%): at least twice the overall share.
ETL is more concentrated in LLM / NLP Engineer postings (13.7%) than across all core AI postings (6.7%): 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.
- MLOps / Platform Engineer23.7%9 of 38 postings · Sample below the page threshold; not read
- Data Scientist22.5%34 of 151 postings · at least twice overall
- LLM / NLP Engineer13.7%24 of 175 postings · at least twice overall
- AI Engineer7.1%124 of 1,741 postings
- 6 of 113 postings
- 9 of 225 postings
- 10 of 321 postings
- 8 of 305 postings
- 1 of 123 postings
Skills that appear with it
Each share divides by the postings that mention ETL: 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
- Python85.6%Languages · 202 postings
- SQL51.7%Languages · 122 postings
- System Architecture44.9%Methods and process · 106 postings
- Machine Learning38.6%Machine learning · 91 postings
- Data Analysis29.7%Data engineering · 70 postings
Production and delivery
Categories: DevOps, Cloud, Tools
Framework, LLM and domain signals
Categories: Frameworks, LLM applications, Domain knowledge, Office software
- LLM51.7%LLM applications · 122 postings
- RAG44.9%LLM applications · 106 postings
- AI Agents35.6%LLM applications · 84 postings
- Generative AI30.1%LLM applications · 71 postings
Industries and places
Share of this skill's postings.
- Software & Internet8636.4%
- Electronics & Hardware4217.8%
- Finance & Insurance3314.0%
- Manufacturing145.9%
- Semiconductor145.9%
- Wholesale, Retail & E-commerce114.7%
- Healthcare & Biotech93.8%
- Construction & Real Estate73.0%
- Consulting & Marketing Services73.0%
- Telecom, Media & Digital Content62.5%
- Professional Services52.1%
- Logistics & Transport10.4%
- Taipei13255.9%
- New Taipei3414.4%
- Taichung166.8%
- Hsinchu County145.9%
- Hsinchu City114.7%
- Kaohsiung104.2%
- Taoyuan73.0%
- Tainan41.7%
- Changhua41.7%
- Yunlin20.9%
- Miaoli10.4%
Where this number is read from
Of the 236 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 tags42
- Job title0
- Job description218