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Insights and Analytics

Data Scientist vs ML Engineer vs AI Engineer

What 3,215 Job Postings Reveal About Skills That Define each role Ask five people the difference between a Data Scientist, ML Engineer, and AI Engineer, and you’ll get five different answers. I decided to let the data speak for itself. I built a data pipeline that ingests 10,000 tech job postings and 50,000 learning resources […]

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Blogging Trends Data Nerd Data Science Projects

Will Employers Even Care About My Sentiment Analysis Project?

Creating a portfolio of your data science projects is generally a great idea. But as an NLP hiring manager, there is one common portfolio project that I’ve always kind of shrugged at: sentiment analysis. So when I recently analyzed a large data set of job postings and blog articles, and found evidence to confirm my […]