ai-exposure

Türkiye iş gücü piyasasındaki 117 mesleğin yapay zeka maruziyetini analiz eden interaktif treemap. Karpathy'nin AI Jobs projesinin Türkiye adaptasyonu.

Computational Economics: O*NET 27.3 → AI Automation Exposure Modeling. 3,040 tasks across 80 Management/Entrepreneurship occupations with 12 ML features (AI_Risk_Score, Future_Proof_Score). Labor economics research → production datasets for sklearn/XGBoost. 62% management jobs HIGH AI vulnerability.

Text-based measurement of AI investment and labor demand using 120K+ LinkedIn job postings. Combines NLP embedding models with econometric analysis (OLS, Negative Binomial) to examine how AI exposure relates to wages and job engagement. Framework for scalable, real-time AI intensity measurement.

Evidence-driven AI career stress test skill: task-level AI exposure analysis, 3 AI scenarios, career transition paths, country adapters. Agent Skills spec compliant, bilingual zh/en.

NLP-based AI exposure mapping for Chinese listed companies from job data

Singapore AI Job Exposure Index — 570 occupations scored by Claude AI against MOM 2024 wage data. SSOC 2024 aligned. Bilingual EN/中文. Public-interest, open methodology.

A measurement-clock audit of O*NET AI-exposure scores, with code, public results, and an end-to-end agent-assisted research workflow.

Interactive treemap of Philippine occupations, wages, employment, and generative-AI exposure.

Privacy suppression makes the Anthropic Economic Index automation–augmentation measure partially identified. Only 42 of 775 occupations are usably identified.

Интерактивная визуализация влияния ИИ на рынок труда США. Форк с русской локализацией и системой фильтрации данных.