Emerging AI Career Trends

📊 Dashboard Overview

This platform continuously analyzes technology discussions, developer news, and AI-related signals to identify emerging job roles that are growing in relevance during the AI transformation.

Data is collected daily, embedded using deep learning models, clustered into themes, and mapped to real-world career paths.

🤖 How This AI System Works

• 📥 Daily ingestion of tech trends (Hacker News, engineering forums)
• 🧠 Sentence embeddings using Transformer models
• 🔍 Unsupervised clustering to detect emerging themes
• 🧩 Mapping clusters to future AI-era job roles
• 📈 Aggregation over time to identify momentum

Libraries: PyTorch (CPU), Sentence-Transformers, HDBSCAN, SQLite

🚀 Predicted AI-Era Careers

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Career Path	Trend Strength
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