Skill · LLM applications
RAG
Retrieval-augmented generation, grounding a language model in retrieved documents.
- 18.9%
- of core AI postings mention it
- 664
- postings
- 448
- companies
- —
- 30-day change · from 2nd edition
Which roles ask for it
Share of each role's postings that mention this skill.
- 94 postings53.7%
- 429 postings24.6%
- MLOps / Platform Engineer9 postings23.7%
- AI Researcher13 postings21.7%
- 28 postings18.5%
- 32 postings10.5%
- 6 postings2.7%
- 7 postings2.2%
- 1 postings0.9%
- 1 postings0.8%
Skills that appear with it
Share of the postings mentioning RAG that also mention each skill.
- LLM applications88.5%
- Languages78.6%
- LLM applications58.1%
- Methods and process51.5%
- LLM applications45.2%
- Tools44.7%
- DevOps42.8%
- LLM applications42.2%
- Databases37.2%
- Methods and process32.8%
- Machine learning32.5%
- LLM applications31.0%
Industries and places
Share of this skill's postings.
- Software & Internet26339.6%
- Electronics & Hardware10515.8%
- Semiconductor609.0%
- Finance & Insurance538.0%
- Telecom, Media & Digital Content345.1%
- Wholesale, Retail & E-commerce324.8%
- Manufacturing324.8%
- Healthcare & Biotech263.9%
- Professional Services192.9%
- Consulting & Marketing Services142.1%
- Construction & Real Estate101.5%
- Government & Nonprofit50.8%
- Taipei35553.5%
- New Taipei10515.8%
- Taichung395.9%
- Hsinchu County375.6%
- Hsinchu City345.1%
- Taoyuan314.7%
- Kaohsiung294.4%
- Tainan81.2%
- Miaoli71.1%
- Changhua60.9%
- Nantou30.4%
- Hualien30.4%
Where this number is read from
Of the 664 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 title13
- Job description663