B
Evidence Grade B
Graded
accuracy verified by the review judge
Safe to Cite
Recent
19
19 -- skills very likely full automation for US workplace skills (2025)
19 workplace skills (around 0.7% of the ~2,900 reviewed) fall into the category of being very likely to be completely taken over by generative AI.
- Described as small steps towards full automation in limited, structured tasks rather than widespread job replacement
Attribution:
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Lighthouse Research Team
Last verified:
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Source verified
Evidence graded
Value
19
Unit
Count
Data Vintage
2025
Entity
Sample Size
2,900
Evidence Quality
B
Strong, reliable evidence
Sourced from a well-regarded research firm or industry leader with transparent methodology and a reasonably large sample.
Single source - not yet corroborated
Score breakdown
Extraction
75
Source Trust
60
Citation Chain
20
Independence
30
Methodology
45
Freshness
95
Source
Indeed
Primary
Tier B
https://digitalmarketingdesk.co.uk/marketing-4th-in-genai-risk/ ↗
Source Article
Marketing 4th in GenAI Risk
Indeed’s latest AI at Work report places marketing as the fourth most exposed profession to generative AI, with almost seven in ten skills (69%) likely to evolve into shared human–AI tasks.
The study revealed that around 26% of all roles across the workforce are highly vulnerable to AI-driven transf…
Original Research
Indeed
· Original study ↗
Methodology
Indeed AI at Work report; ~2,900 skills assessed against U.S. job postings
Methodology documented
Segmentation
Industrymarketing
Cite this stat
Plain Text
US workplace skills: 19 skills very likely full automation. Source: Indeed (2025). Via Lighthouse Intelligence -- https://lighthousedata.io/data/skills-fully-automatable-19
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<blockquote cite="https://lighthousedata.io/data/skills-fully-automatable-19" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>19</strong> -- skills very likely full automation for US workplace skills<br><small>Source: Indeed (2025) · <a href="https://lighthousedata.io/data/skills-fully-automatable-19" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
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