DeUnemployment  ·  Data library

What skills job postings ask for — and AI's footprint

From the posting text we extract the skills employers name, the seniority mix, and how often AI/LLM tooling is mentioned.

Key figures

Measure
Junior / mid / senior9.8 / 77.9 / 12.3%from the title
Mention AI / LLM tooling2.2%
Postings not in English21.4%heuristic
EEO / pay-transparency wording1.5% / 2.5%
Most-requested skills (postings naming each)top 10 belowextracted from the posting text
#1 communication543,262
#2 leadership500,411
#3 customer service456,008
#4 marketing368,008
#5 nursing253,168
#6 patient care203,773
#7 inventory193,765
#8 excel151,440
#9 recruitment141,150
#10 teamwork140,829

Frequently asked

Which skills are requested most?

Communication (543,262 postings), leadership (500,411 postings) and customer service (456,008 postings) lead — soft skills outrank every technical one.

What is the top requested skill?

Communication, named in 543,262 postings — ahead of leadership and customer service.

How many postings mention AI?

2.2% mention AI/LLM terms; the leaders are machine learning and ‘ai-powered’.

Is the market top-heavy with seniors?

No — it is flat: 9.8% junior, 77.9% mid, 12.3% senior.

Sources & citation. Measured over the October 2026 edition record set — full-corpus pass (measured 2026-10-06), not a sample — and 25,080 probed links. The index holds 8,119,317 postings, 8,119,317 of them live with a full description. License CC BY 4.0. Data: JSON · CSV · data health · methodology.
Press, research and custom cuts: [email protected] · Cite as: DeUnemployment, “Skills demand and AI mentions in job postings — 2026-11-06”, https://deunemployment.com/data/skills-and-ai (2026-11-06).

Where this connects. Outside work that defines or studies the measure on this page:

Need a different cut? Every figure on this page comes from one index, so we can extract almost any slice on request — a city, a role, an industry, a time window, or a comparison between platforms. Tell us what you need at [email protected] and we will pull it, publish it with its method, and hand you the numbers. All we ask in return is a citation.

More data

“Still listed” is a listing-age measure from the source publish date, not a verification that a role is open; link liveness is measured separately. The percentages are the October 2026 edition (full pass, measured 2026-10-06); the index counts are rebuilt by every nightly update, most recently 2026-11-06. Page generated 2026-11-06.