DEV Community

Nitin Singh
Nitin Singh

Posted on • Originally published at qarera.com

We Counted the Skills in 360,000 Job Postings. AI Was the Most-Requested Hard Skill.

There's a lot of talk about AI reshaping hiring, so we checked it against our own data: 360,000+ job postings collected between December 27, 2025 and June 16, 2026, with skills extracted and standardized per posting. Here's what employers actually asked for.

The headline: "AI" is the #2 skill of any kind

  • "AI" appeared in 19.8% of all postings — the second most-requested skill overall, behind only communication (23.1%).
  • That puts it ahead of every individual language and platform: Python (18.6%), SQL (11.7%), AWS (11.3%), Java (10.5%).
  • In other words: AI is now the most-requested hard skill on the market.

Top 15 skills across all postings

# Skill Share of postings
1 Communication 23.1%
2 AI 19.8%
3 Python 18.6%
4 SQL 11.7%
5 AWS 11.3%
6 Leadership 11.2%
7 Java 10.5%
8 Analytical 9.5%
9 JavaScript 8.7%
10 Security 8.7%
11 Git 8.2%
12 Azure 8.2%
13 Collaboration 7.7%
14 Compliance 7.5%
15 Attention to detail 7.5%

A posting lists many skills, so shares don't sum to 100% — each figure is the share of postings that mention the skill.

It's not just an engineering ask

  • Product Managers: AI is the #1 skill (37.0%) — ahead of any PM tool or methodology.
  • Designers (UX/UI): 23.1% of postings name it.
  • Business Analysts: 19.1%.
  • Among engineers, Data Scientist / ML roles lead (63.7%), followed by Full Stack (30.7%) and Data Engineering (26.6%).

Seniority: demand doubles at Principal level

AI demand is highest at Principal level: 39.5% of postings — roughly 2× the overall rate. Interestingly, internships (24.5%) ask for it more often than entry-level roles (19.8%): companies seem to want juniors who arrive already AI-literate.

The named AI stack is still small

When postings get specific, the numbers drop fast: LLMs 4.2%, generative AI 3.3%, LangChain/LangGraph 2.2%, prompt engineering 1.6%, RAG 1.6%, agentic AI 0.9%. Most employers ask for "AI" as a capability, not a specific framework — the tooling churn is priced in.

Remote roles want AI more

A remote posting was 3.2× likelier to ask for LLM experience than an on-site one. Overall workplace split in the corpus: 75.8% on-site, 12.5% remote, 11.7% hybrid.

Methodology & caveats

Skills were extracted and standardized from each job description across 360,336 postings (Dec 27, 2025 – Jun 16, 2026). This measures how often a skill is requested, not the number of hires. Role families are grouped from job titles. Full methodology, role-by-role breakdowns, and interactive charts are in the full report.

The underlying data is open (CC BY 4.0): Hugging Face · Kaggle · GitHub — or explore it interactively in the Skills 2026 Explorer.

Citation: Qarera analysis of 360,000+ job postings (2026), https://www.qarera.com/reports/most-in-demand-skills-2026. CC BY 4.0.


We pull job-postings data for Qarera, a free AI job-search platform: resume builder, ATS checker, job matching with match scores, and application tracking.

Top comments (0)