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Aug 10, 2026
8 min read
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Decoding the Data Science Job Market in Bangladesh: A Scraped Reality Check

Building an end-to-end data pipeline that scrapes LinkedIn postings, structures dirty descriptions, and visualizes real skill demands in Bangladesh.

Searching for Data Science jobs in Bangladesh often feels like a guessing game. To find out what local companies are actually looking for, I built a scraper pipeline targeting LinkedIn job posts.

Parsing the Messy Tech Text#

Job requirements are usually buried in paragraphs of unorganized text. Using regex-based entity extraction and Pandas formatting, we parsed key tools like Python, SQL, Tableau, and Excel to build demand frequency profiles.