Computer Vision: 18,822 Papers vs 469 Dedicated Jobs

Computer Vision has 18,822 indexed papers for 469 dedicated jobs — about 40:1 in the current monitored sample.

Oct 11, 2026
RiskStrategyImpact: Critical

Why it matters

Computer vision shows a significant research-to-jobs gap with 18,822 papers against 469 dedicated positions, the most extreme ratio in our current tech dataset. Note: /pesquisa scope is focused on Tech/AI research.

Counter-signals

  • CV pode estar embutida em vagas de ML/AI genéricas — 2.153 vagas de AI/ML podem incluir trabalho de visão computacional(job_classification)
  • Empresas de veículos autônomos, robótica e AR/VR contratam CV sob outros títulos(market_context)

Evidence

  • 18,822 CV papers identified (cs.CV) in current index(research_papers)
  • 469 CV dedicated job postings found (keyword: computer vision in description)(jobs)

Limitations

sample_n uses full-table count (no topic-specific recipe defined); may overstate coverage
Signal strength92/100
Confidence: 90%

Generated by Virtual Arena AI — virtualarenaai.com

Automated intelligence. Not financial or professional advice.