Is AI Replacing Software Developers? What the Data Actually Shows
Developer job postings are up 15% since AI coding tools took off. Here's what's actually happening to software development work.
I have a sizeable market-research dataset and I need a full classification pipeline built around it. The job starts with exploring and cleaning the raw survey responses, moves through feature engineering, and finishes with a well-tuned model that can reliably assign each record to the correct category. I would like you to: • Perform exploratory analysis to spot anomalies and guide preprocessing. • Build several candidate classifiers (e.g., logistic regression, random forest, gradient boosting, or any modern alternative you find suitable), compare them with cross-validation, and select the best. • Document the whole process in a clear, reproducible Jupyter notebook (Python, pandas, scikit-learn, or comparable libraries). • Deliver the final trained model, the not...
Developer job postings are up 15% since AI coding tools took off. Here's what's actually happening to software development work.
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