RiskStrategyImpact: Critical

Computer Vision: 16,427 Papers vs 272 Dedicated Jobs

The lab-to-market gap in CV remains extreme, with only 1 job for every 70 papers — the highest divergence in AI specializations.

Why it matters

Computer vision shows a significant research-to-jobs gap with 16,427 papers against 272 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

16,427 CV papers identified (cs.CV) in current index(research_papers)
272 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%