RiskStrategyImpact: Critical
Computer Vision: 12,354 Papers vs 159 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 12,354 papers against 159 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
- 12,354 CV papers identified (cs.CV) in current index(research_papers)
- 159 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%