yash2111/most-in-demand-skills-2026

Most In-Demand Job Skills of 2026

Skill-demand frequencies extracted from 360,000+ job postings collected by Qarera between December 27, 2025 and June 16, 2026.

📊 Full report & charts: The Most In-Demand Skills of 2026 🔖 Cite this dataset (DOI): 10.5281/zenodo.21204423 📄 License: CC BY 4.0 — free to use with attribution to Qarera.

Key findings

• —We counted the skills named in 360,000+ job postings (Dec 2025–Jun 2026).
• —"AI" was the #2 most-requested skill overall (19.8% of postings), behind only communication (23.1%) and ahead of Python (18.6%), SQL (11.7%), AWS (11.3%), and Java (10.5%). That makes it the most-requested hard skill of the period.
• —It wasn't only an engineering ask: #1 skill for Product Managers (37.0%), present in 23.1% of designer roles and 19.1% of business-analyst roles.
• —AI demand was highest at Principal level (39.5%), about 2× the overall rate.

What's inside

Columns

skills-2026-overall.csv

• —skill — standardized skill label (lowercased)
• —postings_with_skill — number of postings naming the skill
• —pct_of_all_postings — postings_with_skill ÷ total postings × 100

skills-2026-by-role.csv

• —role_family — job-title family (e.g. Software Engineer, Data Scientist / ML)
• —role_postings — total postings mapped to that family
• —skill, postings_with_skill
• —pct_of_role — share of that family's postings naming the skill

ai-2026-by-seniority.csv

• —seniority — job level (Internship → Executive)
• —postings — total postings at that level
• —ai_postings — postings requesting AI / generative AI / GenAI
• —ai_pct_of_level

Methodology & caveats

Skills were extracted and standardized from each job description. A single posting lists many skills, so percentages do not sum to 100% — each figure is share of postings that mention the skill, not number of hires or open roles. Role families are grouped from job titles by keyword. Near-synonym labels (e.g. llm/llms, generative ai/genai) are kept separate in these raw CSVs but merged in the published report, so some report figures combine two CSV rows (e.g. "LLMs 4.2%" = llm 2.45% + llms 1.79%). Skills below the top-250 cutoff (~1% of postings) appear in the report but not in skills-2026-overall.csv. Row-count totals may differ from the report's headline corpus count by <0.1% due to filtering applied per cut. Compensation and country fields were too sparse to report.

Citation

Qarera (2026). The Most In-Demand Job Skills of 2026: Skill-Demand Frequencies from 360,336 Job Postings [Data set]. Zenodo. https://doi.org/10.5281/zenodo.21204423. CC BY 4.0.

@misc{qarera2026skills,
  title     = {The Most In-Demand Job Skills of 2026: Skill-Demand Frequencies from 360,336 Job Postings},
  author    = {{Qarera}},
  year      = {2026},
  publisher = {Zenodo},
  doi       = {10.5281/zenodo.21204423},
  url       = {https://doi.org/10.5281/zenodo.21204423},
  note      = {Analysis of 360,000+ job postings, Dec 2025--Jun 2026. CC BY 4.0.}
}

About Qarera

Qarera is a free AI job-search platform: resume builder, ATS checker, job matching with match scores, and application tracking. This dataset is derived from Qarera's live job-postings index.